From d8b53d3604999ab3dc1fcada1849c02edaed3410 Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:21:35 -0700 Subject: [PATCH 01/40] Created temp file --- labs/terrainclassification/temp | 1 + 1 file changed, 1 insertion(+) create mode 100644 labs/terrainclassification/temp diff --git a/labs/terrainclassification/temp b/labs/terrainclassification/temp new file mode 100644 index 0000000..9c595a6 --- /dev/null +++ b/labs/terrainclassification/temp @@ -0,0 +1 @@ +temp From fa57b7a057303e2a7ff4b7e46d2725151717e1cc Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:22:57 -0700 Subject: [PATCH 02/40] Added TerrainNet Jupyter Notebook --- labs/terrainclassification/TerrainNet.ipynb | 1261 +++++++++++++++++++ 1 file changed, 1261 insertions(+) create mode 100644 labs/terrainclassification/TerrainNet.ipynb diff --git a/labs/terrainclassification/TerrainNet.ipynb b/labs/terrainclassification/TerrainNet.ipynb new file mode 100644 index 0000000..e34aa27 --- /dev/null +++ b/labs/terrainclassification/TerrainNet.ipynb @@ -0,0 +1,1261 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'\\nJupyter Notebook for training and testing the Terrain Classification ResNet-18 CNN. \\n'" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"\"\"\n", + "Jupyter Notebook for training and testing the Terrain Classification ResNet-18 CNN. \n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "\"\"\"\n", + "Cell Purpose: Import all required modules\n", + "\"\"\"\n", + "\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "from sklearn import metrics\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "\n", + "import torch\n", + "import torch.nn as nn\n", + "from torch.utils.data import DataLoader\n", + "import torchvision.transforms as transforms\n", + "from torchvision import datasets, models " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Downloading: \"https://download.pytorch.org/models/resnet18-f37072fd.pth\" to C:\\Users\\gupte/.cache\\torch\\hub\\checkpoints\\resnet18-f37072fd.pth\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "f2f6dce4f8044a12addc2560657a6274", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0.00/44.7M [00:00 out_features = 4)\n", + "model.fc = nn.Linear(in_features=512, out_features=4)\n", + "#print(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch: 0 Iteration: 0 out of: 27\n", + "Epoch: 0 Iteration: 1 out of: 27\n", + "Epoch: 0 Iteration: 2 out of: 27\n", + "Epoch: 0 Iteration: 3 out of: 27\n", + "Epoch: 0 Iteration: 4 out of: 27\n", + "Epoch: 0 Iteration: 5 out of: 27\n", + "Epoch: 0 Iteration: 6 out of: 27\n", + "Epoch: 0 Iteration: 7 out of: 27\n", + "Epoch: 0 Iteration: 8 out of: 27\n", + "Epoch: 0 Iteration: 9 out of: 27\n", + "Epoch: 0 Iteration: 10 out of: 27\n", + "Epoch: 0 Iteration: 11 out of: 27\n", + "Epoch: 0 Iteration: 12 out of: 27\n", + "Epoch: 0 Iteration: 13 out of: 27\n", + "Epoch: 0 Iteration: 14 out of: 27\n", + "Epoch: 0 Iteration: 15 out of: 27\n", + "Epoch: 0 Iteration: 16 out of: 27\n", + "Epoch: 0 Iteration: 17 out of: 27\n", + "Epoch: 0 Iteration: 18 out of: 27\n", + "Epoch: 0 Iteration: 19 out of: 27\n", + "Epoch: 0 Iteration: 20 out of: 27\n", + "Epoch: 0 Iteration: 21 out of: 27\n", + "Epoch: 0 Iteration: 22 out of: 27\n", + "Epoch: 0 Iteration: 23 out of: 27\n", + "Epoch: 0 Iteration: 24 out of: 27\n", + "Epoch: 0 Iteration: 25 out of: 27\n", + "Epoch: 0 Iteration: 26 out of: 27\n", + "Epoch: 0 Iteration: 27 out of: 27\n", + "Epoch: 1 \tTraining Loss: 0.929209\n", + "Epoch: 1 Iteration: 0 out of: 27\n", + "Epoch: 1 Iteration: 1 out of: 27\n", + "Epoch: 1 Iteration: 2 out of: 27\n", + "Epoch: 1 Iteration: 3 out of: 27\n", + "Epoch: 1 Iteration: 4 out of: 27\n", + "Epoch: 1 Iteration: 5 out of: 27\n", + "Epoch: 1 Iteration: 6 out of: 27\n", + "Epoch: 1 Iteration: 7 out of: 27\n", + "Epoch: 1 Iteration: 8 out of: 27\n", + "Epoch: 1 Iteration: 9 out of: 27\n", + "Epoch: 1 Iteration: 10 out of: 27\n", + "Epoch: 1 Iteration: 11 out of: 27\n", + "Epoch: 1 Iteration: 12 out of: 27\n", + "Epoch: 1 Iteration: 13 out of: 27\n", + "Epoch: 1 Iteration: 14 out of: 27\n", + "Epoch: 1 Iteration: 15 out of: 27\n", + "Epoch: 1 Iteration: 16 out of: 27\n", + "Epoch: 1 Iteration: 17 out of: 27\n", + "Epoch: 1 Iteration: 18 out of: 27\n", + "Epoch: 1 Iteration: 19 out of: 27\n", + "Epoch: 1 Iteration: 20 out of: 27\n", + "Epoch: 1 Iteration: 21 out of: 27\n", + "Epoch: 1 Iteration: 22 out of: 27\n", + "Epoch: 1 Iteration: 23 out of: 27\n", + "Epoch: 1 Iteration: 24 out of: 27\n", + "Epoch: 1 Iteration: 25 out of: 27\n", + "Epoch: 1 Iteration: 26 out of: 27\n", + "Epoch: 1 Iteration: 27 out of: 27\n", + "Epoch: 2 \tTraining Loss: 0.291179\n", + "Epoch: 2 Iteration: 0 out of: 27\n", + "Epoch: 2 Iteration: 1 out of: 27\n", + "Epoch: 2 Iteration: 2 out of: 27\n", + "Epoch: 2 Iteration: 3 out of: 27\n", + "Epoch: 2 Iteration: 4 out of: 27\n", + "Epoch: 2 Iteration: 5 out of: 27\n", + "Epoch: 2 Iteration: 6 out of: 27\n", + "Epoch: 2 Iteration: 7 out of: 27\n", + "Epoch: 2 Iteration: 8 out of: 27\n", + "Epoch: 2 Iteration: 9 out of: 27\n", + "Epoch: 2 Iteration: 10 out of: 27\n", + "Epoch: 2 Iteration: 11 out of: 27\n", + "Epoch: 2 Iteration: 12 out of: 27\n", + "Epoch: 2 Iteration: 13 out of: 27\n", + "Epoch: 2 Iteration: 14 out of: 27\n", + "Epoch: 2 Iteration: 15 out of: 27\n", + "Epoch: 2 Iteration: 16 out of: 27\n", + "Epoch: 2 Iteration: 17 out of: 27\n", + "Epoch: 2 Iteration: 18 out of: 27\n", + "Epoch: 2 Iteration: 19 out of: 27\n", + "Epoch: 2 Iteration: 20 out of: 27\n", + "Epoch: 2 Iteration: 21 out of: 27\n", + "Epoch: 2 Iteration: 22 out of: 27\n", + "Epoch: 2 Iteration: 23 out of: 27\n", + "Epoch: 2 Iteration: 24 out of: 27\n", + "Epoch: 2 Iteration: 25 out of: 27\n", + "Epoch: 2 Iteration: 26 out of: 27\n", + "Epoch: 2 Iteration: 27 out of: 27\n", + "Epoch: 3 \tTraining Loss: 0.195341\n", + "Epoch: 3 Iteration: 0 out of: 27\n", + "Epoch: 3 Iteration: 1 out of: 27\n", + "Epoch: 3 Iteration: 2 out of: 27\n", + "Epoch: 3 Iteration: 3 out of: 27\n", + "Epoch: 3 Iteration: 4 out of: 27\n", + "Epoch: 3 Iteration: 5 out of: 27\n", + "Epoch: 3 Iteration: 6 out of: 27\n", + "Epoch: 3 Iteration: 7 out of: 27\n", + "Epoch: 3 Iteration: 8 out of: 27\n", + "Epoch: 3 Iteration: 9 out of: 27\n", + "Epoch: 3 Iteration: 10 out of: 27\n", + "Epoch: 3 Iteration: 11 out of: 27\n", + "Epoch: 3 Iteration: 12 out of: 27\n", + "Epoch: 3 Iteration: 13 out of: 27\n", + "Epoch: 3 Iteration: 14 out of: 27\n", + "Epoch: 3 Iteration: 15 out of: 27\n", + "Epoch: 3 Iteration: 16 out of: 27\n", + "Epoch: 3 Iteration: 17 out of: 27\n", + "Epoch: 3 Iteration: 18 out of: 27\n", + "Epoch: 3 Iteration: 19 out of: 27\n", + "Epoch: 3 Iteration: 20 out of: 27\n", + "Epoch: 3 Iteration: 21 out of: 27\n", + "Epoch: 3 Iteration: 22 out of: 27\n", + "Epoch: 3 Iteration: 23 out of: 27\n", + "Epoch: 3 Iteration: 24 out of: 27\n", + "Epoch: 3 Iteration: 25 out of: 27\n", + "Epoch: 3 Iteration: 26 out of: 27\n", + "Epoch: 3 Iteration: 27 out of: 27\n", + "Epoch: 4 \tTraining Loss: 0.159590\n", + "Epoch: 4 Iteration: 0 out of: 27\n", + "Epoch: 4 Iteration: 1 out of: 27\n", + "Epoch: 4 Iteration: 2 out of: 27\n", + "Epoch: 4 Iteration: 3 out of: 27\n", + "Epoch: 4 Iteration: 4 out of: 27\n", + "Epoch: 4 Iteration: 5 out of: 27\n", + "Epoch: 4 Iteration: 6 out of: 27\n", + "Epoch: 4 Iteration: 7 out of: 27\n", + "Epoch: 4 Iteration: 8 out of: 27\n", + "Epoch: 4 Iteration: 9 out of: 27\n", + "Epoch: 4 Iteration: 10 out of: 27\n", + "Epoch: 4 Iteration: 11 out of: 27\n", + "Epoch: 4 Iteration: 12 out of: 27\n", + "Epoch: 4 Iteration: 13 out of: 27\n", + "Epoch: 4 Iteration: 14 out of: 27\n", + "Epoch: 4 Iteration: 15 out of: 27\n", + "Epoch: 4 Iteration: 16 out of: 27\n", + "Epoch: 4 Iteration: 17 out of: 27\n", + "Epoch: 4 Iteration: 18 out of: 27\n", + "Epoch: 4 Iteration: 19 out of: 27\n", + "Epoch: 4 Iteration: 20 out of: 27\n", + "Epoch: 4 Iteration: 21 out of: 27\n", + "Epoch: 4 Iteration: 22 out of: 27\n", + "Epoch: 4 Iteration: 23 out of: 27\n", + "Epoch: 4 Iteration: 24 out of: 27\n", + "Epoch: 4 Iteration: 25 out of: 27\n", + "Epoch: 4 Iteration: 26 out of: 27\n", + "Epoch: 4 Iteration: 27 out of: 27\n", + "Epoch: 5 \tTraining Loss: 0.099372\n", + "Epoch: 5 Iteration: 0 out of: 27\n", + "Epoch: 5 Iteration: 1 out of: 27\n", + "Epoch: 5 Iteration: 2 out of: 27\n", + "Epoch: 5 Iteration: 3 out of: 27\n", + "Epoch: 5 Iteration: 4 out of: 27\n", + "Epoch: 5 Iteration: 5 out of: 27\n", + "Epoch: 5 Iteration: 6 out of: 27\n", + "Epoch: 5 Iteration: 7 out of: 27\n", + "Epoch: 5 Iteration: 8 out of: 27\n", + "Epoch: 5 Iteration: 9 out of: 27\n", + "Epoch: 5 Iteration: 10 out of: 27\n", + "Epoch: 5 Iteration: 11 out of: 27\n", + "Epoch: 5 Iteration: 12 out of: 27\n", + "Epoch: 5 Iteration: 13 out of: 27\n", + "Epoch: 5 Iteration: 14 out of: 27\n", + "Epoch: 5 Iteration: 15 out of: 27\n", + "Epoch: 5 Iteration: 16 out of: 27\n", + "Epoch: 5 Iteration: 17 out of: 27\n", + "Epoch: 5 Iteration: 18 out of: 27\n", + "Epoch: 5 Iteration: 19 out of: 27\n", + "Epoch: 5 Iteration: 20 out of: 27\n", + "Epoch: 5 Iteration: 21 out of: 27\n", + "Epoch: 5 Iteration: 22 out of: 27\n", + "Epoch: 5 Iteration: 23 out of: 27\n", + "Epoch: 5 Iteration: 24 out of: 27\n", + "Epoch: 5 Iteration: 25 out of: 27\n", + "Epoch: 5 Iteration: 26 out of: 27\n", + "Epoch: 5 Iteration: 27 out of: 27\n", + "Epoch: 6 \tTraining Loss: 0.130899\n", + "Epoch: 6 Iteration: 0 out of: 27\n", + "Epoch: 6 Iteration: 1 out of: 27\n", + "Epoch: 6 Iteration: 2 out of: 27\n", + "Epoch: 6 Iteration: 3 out of: 27\n", + "Epoch: 6 Iteration: 4 out of: 27\n", + "Epoch: 6 Iteration: 5 out of: 27\n", + "Epoch: 6 Iteration: 6 out of: 27\n", + "Epoch: 6 Iteration: 7 out of: 27\n", + "Epoch: 6 Iteration: 8 out of: 27\n", + "Epoch: 6 Iteration: 9 out of: 27\n", + "Epoch: 6 Iteration: 10 out of: 27\n", + "Epoch: 6 Iteration: 11 out of: 27\n", + "Epoch: 6 Iteration: 12 out of: 27\n", + "Epoch: 6 Iteration: 13 out of: 27\n", + "Epoch: 6 Iteration: 14 out of: 27\n", + "Epoch: 6 Iteration: 15 out of: 27\n", + "Epoch: 6 Iteration: 16 out of: 27\n", + "Epoch: 6 Iteration: 17 out of: 27\n", + "Epoch: 6 Iteration: 18 out of: 27\n", + "Epoch: 6 Iteration: 19 out of: 27\n", + "Epoch: 6 Iteration: 20 out of: 27\n", + "Epoch: 6 Iteration: 21 out of: 27\n", + "Epoch: 6 Iteration: 22 out of: 27\n", + "Epoch: 6 Iteration: 23 out of: 27\n", + "Epoch: 6 Iteration: 24 out of: 27\n", + "Epoch: 6 Iteration: 25 out of: 27\n", + "Epoch: 6 Iteration: 26 out of: 27\n", + "Epoch: 6 Iteration: 27 out of: 27\n", + "Epoch: 7 \tTraining Loss: 0.124489\n", + "Epoch: 7 Iteration: 0 out of: 27\n", + "Epoch: 7 Iteration: 1 out of: 27\n", + "Epoch: 7 Iteration: 2 out of: 27\n", + "Epoch: 7 Iteration: 3 out of: 27\n", + "Epoch: 7 Iteration: 4 out of: 27\n", + "Epoch: 7 Iteration: 5 out of: 27\n", + "Epoch: 7 Iteration: 6 out of: 27\n", + "Epoch: 7 Iteration: 7 out of: 27\n", + "Epoch: 7 Iteration: 8 out of: 27\n", + "Epoch: 7 Iteration: 9 out of: 27\n", + "Epoch: 7 Iteration: 10 out of: 27\n", + "Epoch: 7 Iteration: 11 out of: 27\n", + "Epoch: 7 Iteration: 12 out of: 27\n", + "Epoch: 7 Iteration: 13 out of: 27\n", + "Epoch: 7 Iteration: 14 out of: 27\n", + "Epoch: 7 Iteration: 15 out of: 27\n", + "Epoch: 7 Iteration: 16 out of: 27\n", + "Epoch: 7 Iteration: 17 out of: 27\n", + "Epoch: 7 Iteration: 18 out of: 27\n", + "Epoch: 7 Iteration: 19 out of: 27\n", + "Epoch: 7 Iteration: 20 out of: 27\n", + "Epoch: 7 Iteration: 21 out of: 27\n", + "Epoch: 7 Iteration: 22 out of: 27\n", + "Epoch: 7 Iteration: 23 out of: 27\n", + "Epoch: 7 Iteration: 24 out of: 27\n", + "Epoch: 7 Iteration: 25 out of: 27\n", + "Epoch: 7 Iteration: 26 out of: 27\n", + "Epoch: 7 Iteration: 27 out of: 27\n", + "Epoch: 8 \tTraining Loss: 0.091282\n", + "Epoch: 8 Iteration: 0 out of: 27\n", + "Epoch: 8 Iteration: 1 out of: 27\n", + "Epoch: 8 Iteration: 2 out of: 27\n", + "Epoch: 8 Iteration: 3 out of: 27\n", + "Epoch: 8 Iteration: 4 out of: 27\n", + "Epoch: 8 Iteration: 5 out of: 27\n", + "Epoch: 8 Iteration: 6 out of: 27\n", + "Epoch: 8 Iteration: 7 out of: 27\n", + "Epoch: 8 Iteration: 8 out of: 27\n", + "Epoch: 8 Iteration: 9 out of: 27\n", + "Epoch: 8 Iteration: 10 out of: 27\n", + "Epoch: 8 Iteration: 11 out of: 27\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch: 8 Iteration: 12 out of: 27\n", + "Epoch: 8 Iteration: 13 out of: 27\n", + "Epoch: 8 Iteration: 14 out of: 27\n", + "Epoch: 8 Iteration: 15 out of: 27\n", + "Epoch: 8 Iteration: 16 out of: 27\n", + "Epoch: 8 Iteration: 17 out of: 27\n", + "Epoch: 8 Iteration: 18 out of: 27\n", + "Epoch: 8 Iteration: 19 out of: 27\n", + "Epoch: 8 Iteration: 20 out of: 27\n", + "Epoch: 8 Iteration: 21 out of: 27\n", + "Epoch: 8 Iteration: 22 out of: 27\n", + "Epoch: 8 Iteration: 23 out of: 27\n", + "Epoch: 8 Iteration: 24 out of: 27\n", + "Epoch: 8 Iteration: 25 out of: 27\n", + "Epoch: 8 Iteration: 26 out of: 27\n", + "Epoch: 8 Iteration: 27 out of: 27\n", + "Epoch: 9 \tTraining Loss: 0.071155\n", + "Epoch: 9 Iteration: 0 out of: 27\n", + "Epoch: 9 Iteration: 1 out of: 27\n", + "Epoch: 9 Iteration: 2 out of: 27\n", + "Epoch: 9 Iteration: 3 out of: 27\n", + "Epoch: 9 Iteration: 4 out of: 27\n", + "Epoch: 9 Iteration: 5 out of: 27\n", + "Epoch: 9 Iteration: 6 out of: 27\n", + "Epoch: 9 Iteration: 7 out of: 27\n", + "Epoch: 9 Iteration: 8 out of: 27\n", + "Epoch: 9 Iteration: 9 out of: 27\n", + "Epoch: 9 Iteration: 10 out of: 27\n", + "Epoch: 9 Iteration: 11 out of: 27\n", + "Epoch: 9 Iteration: 12 out of: 27\n", + "Epoch: 9 Iteration: 13 out of: 27\n", + "Epoch: 9 Iteration: 14 out of: 27\n", + "Epoch: 9 Iteration: 15 out of: 27\n", + "Epoch: 9 Iteration: 16 out of: 27\n", + "Epoch: 9 Iteration: 17 out of: 27\n", + "Epoch: 9 Iteration: 18 out of: 27\n", + "Epoch: 9 Iteration: 19 out of: 27\n", + "Epoch: 9 Iteration: 20 out of: 27\n", + "Epoch: 9 Iteration: 21 out of: 27\n", + "Epoch: 9 Iteration: 22 out of: 27\n", + "Epoch: 9 Iteration: 23 out of: 27\n", + "Epoch: 9 Iteration: 24 out of: 27\n", + "Epoch: 9 Iteration: 25 out of: 27\n", + "Epoch: 9 Iteration: 26 out of: 27\n", + "Epoch: 9 Iteration: 27 out of: 27\n", + "Epoch: 10 \tTraining Loss: 0.071244\n", + "Epoch: 10 Iteration: 0 out of: 27\n", + "Epoch: 10 Iteration: 1 out of: 27\n", + "Epoch: 10 Iteration: 2 out of: 27\n", + "Epoch: 10 Iteration: 3 out of: 27\n", + "Epoch: 10 Iteration: 4 out of: 27\n", + "Epoch: 10 Iteration: 5 out of: 27\n", + "Epoch: 10 Iteration: 6 out of: 27\n", + "Epoch: 10 Iteration: 7 out of: 27\n", + "Epoch: 10 Iteration: 8 out of: 27\n", + "Epoch: 10 Iteration: 9 out of: 27\n", + "Epoch: 10 Iteration: 10 out of: 27\n", + "Epoch: 10 Iteration: 11 out of: 27\n", + "Epoch: 10 Iteration: 12 out of: 27\n", + "Epoch: 10 Iteration: 13 out of: 27\n", + "Epoch: 10 Iteration: 14 out of: 27\n", + "Epoch: 10 Iteration: 15 out of: 27\n", + "Epoch: 10 Iteration: 16 out of: 27\n", + "Epoch: 10 Iteration: 17 out of: 27\n", + "Epoch: 10 Iteration: 18 out of: 27\n", + "Epoch: 10 Iteration: 19 out of: 27\n", + "Epoch: 10 Iteration: 20 out of: 27\n", + "Epoch: 10 Iteration: 21 out of: 27\n", + "Epoch: 10 Iteration: 22 out of: 27\n", + "Epoch: 10 Iteration: 23 out of: 27\n", + "Epoch: 10 Iteration: 24 out of: 27\n", + "Epoch: 10 Iteration: 25 out of: 27\n", + "Epoch: 10 Iteration: 26 out of: 27\n", + "Epoch: 10 Iteration: 27 out of: 27\n", + "Epoch: 11 \tTraining Loss: 0.069688\n", + "Epoch: 11 Iteration: 0 out of: 27\n", + "Epoch: 11 Iteration: 1 out of: 27\n", + "Epoch: 11 Iteration: 2 out of: 27\n", + "Epoch: 11 Iteration: 3 out of: 27\n", + "Epoch: 11 Iteration: 4 out of: 27\n", + "Epoch: 11 Iteration: 5 out of: 27\n", + "Epoch: 11 Iteration: 6 out of: 27\n", + "Epoch: 11 Iteration: 7 out of: 27\n", + "Epoch: 11 Iteration: 8 out of: 27\n", + "Epoch: 11 Iteration: 9 out of: 27\n", + "Epoch: 11 Iteration: 10 out of: 27\n", + "Epoch: 11 Iteration: 11 out of: 27\n", + "Epoch: 11 Iteration: 12 out of: 27\n", + "Epoch: 11 Iteration: 13 out of: 27\n", + "Epoch: 11 Iteration: 14 out of: 27\n", + "Epoch: 11 Iteration: 15 out of: 27\n", + "Epoch: 11 Iteration: 16 out of: 27\n", + "Epoch: 11 Iteration: 17 out of: 27\n", + "Epoch: 11 Iteration: 18 out of: 27\n", + "Epoch: 11 Iteration: 19 out of: 27\n", + "Epoch: 11 Iteration: 20 out of: 27\n", + "Epoch: 11 Iteration: 21 out of: 27\n", + "Epoch: 11 Iteration: 22 out of: 27\n", + "Epoch: 11 Iteration: 23 out of: 27\n", + "Epoch: 11 Iteration: 24 out of: 27\n", + "Epoch: 11 Iteration: 25 out of: 27\n", + "Epoch: 11 Iteration: 26 out of: 27\n", + "Epoch: 11 Iteration: 27 out of: 27\n", + "Epoch: 12 \tTraining Loss: 0.074751\n", + "Epoch: 12 Iteration: 0 out of: 27\n", + "Epoch: 12 Iteration: 1 out of: 27\n", + "Epoch: 12 Iteration: 2 out of: 27\n", + "Epoch: 12 Iteration: 3 out of: 27\n", + "Epoch: 12 Iteration: 4 out of: 27\n", + "Epoch: 12 Iteration: 5 out of: 27\n", + "Epoch: 12 Iteration: 6 out of: 27\n", + "Epoch: 12 Iteration: 7 out of: 27\n", + "Epoch: 12 Iteration: 8 out of: 27\n", + "Epoch: 12 Iteration: 9 out of: 27\n", + "Epoch: 12 Iteration: 10 out of: 27\n", + "Epoch: 12 Iteration: 11 out of: 27\n", + "Epoch: 12 Iteration: 12 out of: 27\n", + "Epoch: 12 Iteration: 13 out of: 27\n", + "Epoch: 12 Iteration: 14 out of: 27\n", + "Epoch: 12 Iteration: 15 out of: 27\n", + "Epoch: 12 Iteration: 16 out of: 27\n", + "Epoch: 12 Iteration: 17 out of: 27\n", + "Epoch: 12 Iteration: 18 out of: 27\n", + "Epoch: 12 Iteration: 19 out of: 27\n", + "Epoch: 12 Iteration: 20 out of: 27\n", + "Epoch: 12 Iteration: 21 out of: 27\n", + "Epoch: 12 Iteration: 22 out of: 27\n", + "Epoch: 12 Iteration: 23 out of: 27\n", + "Epoch: 12 Iteration: 24 out of: 27\n", + "Epoch: 12 Iteration: 25 out of: 27\n", + "Epoch: 12 Iteration: 26 out of: 27\n", + "Epoch: 12 Iteration: 27 out of: 27\n", + "Epoch: 13 \tTraining Loss: 0.039253\n", + "Epoch: 13 Iteration: 0 out of: 27\n", + "Epoch: 13 Iteration: 1 out of: 27\n", + "Epoch: 13 Iteration: 2 out of: 27\n", + "Epoch: 13 Iteration: 3 out of: 27\n", + "Epoch: 13 Iteration: 4 out of: 27\n", + "Epoch: 13 Iteration: 5 out of: 27\n", + "Epoch: 13 Iteration: 6 out of: 27\n", + "Epoch: 13 Iteration: 7 out of: 27\n", + "Epoch: 13 Iteration: 8 out of: 27\n", + "Epoch: 13 Iteration: 9 out of: 27\n", + "Epoch: 13 Iteration: 10 out of: 27\n", + "Epoch: 13 Iteration: 11 out of: 27\n", + "Epoch: 13 Iteration: 12 out of: 27\n", + "Epoch: 13 Iteration: 13 out of: 27\n", + "Epoch: 13 Iteration: 14 out of: 27\n", + "Epoch: 13 Iteration: 15 out of: 27\n", + "Epoch: 13 Iteration: 16 out of: 27\n", + "Epoch: 13 Iteration: 17 out of: 27\n", + "Epoch: 13 Iteration: 18 out of: 27\n", + "Epoch: 13 Iteration: 19 out of: 27\n", + "Epoch: 13 Iteration: 20 out of: 27\n", + "Epoch: 13 Iteration: 21 out of: 27\n", + "Epoch: 13 Iteration: 22 out of: 27\n", + "Epoch: 13 Iteration: 23 out of: 27\n", + "Epoch: 13 Iteration: 24 out of: 27\n", + "Epoch: 13 Iteration: 25 out of: 27\n", + "Epoch: 13 Iteration: 26 out of: 27\n", + "Epoch: 13 Iteration: 27 out of: 27\n", + "Epoch: 14 \tTraining Loss: 0.073612\n", + "Epoch: 14 Iteration: 0 out of: 27\n", + "Epoch: 14 Iteration: 1 out of: 27\n", + "Epoch: 14 Iteration: 2 out of: 27\n", + "Epoch: 14 Iteration: 3 out of: 27\n", + "Epoch: 14 Iteration: 4 out of: 27\n", + "Epoch: 14 Iteration: 5 out of: 27\n", + "Epoch: 14 Iteration: 6 out of: 27\n", + "Epoch: 14 Iteration: 7 out of: 27\n", + "Epoch: 14 Iteration: 8 out of: 27\n", + "Epoch: 14 Iteration: 9 out of: 27\n", + "Epoch: 14 Iteration: 10 out of: 27\n", + "Epoch: 14 Iteration: 11 out of: 27\n", + "Epoch: 14 Iteration: 12 out of: 27\n", + "Epoch: 14 Iteration: 13 out of: 27\n", + "Epoch: 14 Iteration: 14 out of: 27\n", + "Epoch: 14 Iteration: 15 out of: 27\n", + "Epoch: 14 Iteration: 16 out of: 27\n", + "Epoch: 14 Iteration: 17 out of: 27\n", + "Epoch: 14 Iteration: 18 out of: 27\n", + "Epoch: 14 Iteration: 19 out of: 27\n", + "Epoch: 14 Iteration: 20 out of: 27\n", + "Epoch: 14 Iteration: 21 out of: 27\n", + "Epoch: 14 Iteration: 22 out of: 27\n", + "Epoch: 14 Iteration: 23 out of: 27\n", + "Epoch: 14 Iteration: 24 out of: 27\n", + "Epoch: 14 Iteration: 25 out of: 27\n", + "Epoch: 14 Iteration: 26 out of: 27\n", + "Epoch: 14 Iteration: 27 out of: 27\n", + "Epoch: 15 \tTraining Loss: 0.085671\n", + "Epoch: 15 Iteration: 0 out of: 27\n", + "Epoch: 15 Iteration: 1 out of: 27\n", + "Epoch: 15 Iteration: 2 out of: 27\n", + "Epoch: 15 Iteration: 3 out of: 27\n", + "Epoch: 15 Iteration: 4 out of: 27\n", + "Epoch: 15 Iteration: 5 out of: 27\n", + "Epoch: 15 Iteration: 6 out of: 27\n", + "Epoch: 15 Iteration: 7 out of: 27\n", + "Epoch: 15 Iteration: 8 out of: 27\n", + "Epoch: 15 Iteration: 9 out of: 27\n", + "Epoch: 15 Iteration: 10 out of: 27\n", + "Epoch: 15 Iteration: 11 out of: 27\n", + "Epoch: 15 Iteration: 12 out of: 27\n", + "Epoch: 15 Iteration: 13 out of: 27\n", + "Epoch: 15 Iteration: 14 out of: 27\n", + "Epoch: 15 Iteration: 15 out of: 27\n", + "Epoch: 15 Iteration: 16 out of: 27\n", + "Epoch: 15 Iteration: 17 out of: 27\n", + "Epoch: 15 Iteration: 18 out of: 27\n", + "Epoch: 15 Iteration: 19 out of: 27\n", + "Epoch: 15 Iteration: 20 out of: 27\n", + "Epoch: 15 Iteration: 21 out of: 27\n", + "Epoch: 15 Iteration: 22 out of: 27\n", + "Epoch: 15 Iteration: 23 out of: 27\n", + "Epoch: 15 Iteration: 24 out of: 27\n", + "Epoch: 15 Iteration: 25 out of: 27\n", + "Epoch: 15 Iteration: 26 out of: 27\n", + "Epoch: 15 Iteration: 27 out of: 27\n", + "Epoch: 16 \tTraining Loss: 0.069625\n", + "Epoch: 16 Iteration: 0 out of: 27\n", + "Epoch: 16 Iteration: 1 out of: 27\n", + "Epoch: 16 Iteration: 2 out of: 27\n", + "Epoch: 16 Iteration: 3 out of: 27\n", + "Epoch: 16 Iteration: 4 out of: 27\n", + "Epoch: 16 Iteration: 5 out of: 27\n", + "Epoch: 16 Iteration: 6 out of: 27\n", + "Epoch: 16 Iteration: 7 out of: 27\n", + "Epoch: 16 Iteration: 8 out of: 27\n", + "Epoch: 16 Iteration: 9 out of: 27\n", + "Epoch: 16 Iteration: 10 out of: 27\n", + "Epoch: 16 Iteration: 11 out of: 27\n", + "Epoch: 16 Iteration: 12 out of: 27\n", + "Epoch: 16 Iteration: 13 out of: 27\n", + "Epoch: 16 Iteration: 14 out of: 27\n", + "Epoch: 16 Iteration: 15 out of: 27\n", + "Epoch: 16 Iteration: 16 out of: 27\n", + "Epoch: 16 Iteration: 17 out of: 27\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch: 16 Iteration: 18 out of: 27\n", + "Epoch: 16 Iteration: 19 out of: 27\n", + "Epoch: 16 Iteration: 20 out of: 27\n", + "Epoch: 16 Iteration: 21 out of: 27\n", + "Epoch: 16 Iteration: 22 out of: 27\n", + "Epoch: 16 Iteration: 23 out of: 27\n", + "Epoch: 16 Iteration: 24 out of: 27\n", + "Epoch: 16 Iteration: 25 out of: 27\n", + "Epoch: 16 Iteration: 26 out of: 27\n", + "Epoch: 16 Iteration: 27 out of: 27\n", + "Epoch: 17 \tTraining Loss: 0.043472\n", + "Epoch: 17 Iteration: 0 out of: 27\n", + "Epoch: 17 Iteration: 1 out of: 27\n", + "Epoch: 17 Iteration: 2 out of: 27\n", + "Epoch: 17 Iteration: 3 out of: 27\n", + "Epoch: 17 Iteration: 4 out of: 27\n", + "Epoch: 17 Iteration: 5 out of: 27\n", + "Epoch: 17 Iteration: 6 out of: 27\n", + "Epoch: 17 Iteration: 7 out of: 27\n", + "Epoch: 17 Iteration: 8 out of: 27\n", + "Epoch: 17 Iteration: 9 out of: 27\n", + "Epoch: 17 Iteration: 10 out of: 27\n", + "Epoch: 17 Iteration: 11 out of: 27\n", + "Epoch: 17 Iteration: 12 out of: 27\n", + "Epoch: 17 Iteration: 13 out of: 27\n", + "Epoch: 17 Iteration: 14 out of: 27\n", + "Epoch: 17 Iteration: 15 out of: 27\n", + "Epoch: 17 Iteration: 16 out of: 27\n", + "Epoch: 17 Iteration: 17 out of: 27\n", + "Epoch: 17 Iteration: 18 out of: 27\n", + "Epoch: 17 Iteration: 19 out of: 27\n", + "Epoch: 17 Iteration: 20 out of: 27\n", + "Epoch: 17 Iteration: 21 out of: 27\n", + "Epoch: 17 Iteration: 22 out of: 27\n", + "Epoch: 17 Iteration: 23 out of: 27\n", + "Epoch: 17 Iteration: 24 out of: 27\n", + "Epoch: 17 Iteration: 25 out of: 27\n", + "Epoch: 17 Iteration: 26 out of: 27\n", + "Epoch: 17 Iteration: 27 out of: 27\n", + "Epoch: 18 \tTraining Loss: 0.063370\n", + "Epoch: 18 Iteration: 0 out of: 27\n", + "Epoch: 18 Iteration: 1 out of: 27\n", + "Epoch: 18 Iteration: 2 out of: 27\n", + "Epoch: 18 Iteration: 3 out of: 27\n", + "Epoch: 18 Iteration: 4 out of: 27\n", + "Epoch: 18 Iteration: 5 out of: 27\n", + "Epoch: 18 Iteration: 6 out of: 27\n", + "Epoch: 18 Iteration: 7 out of: 27\n", + "Epoch: 18 Iteration: 8 out of: 27\n", + "Epoch: 18 Iteration: 9 out of: 27\n", + "Epoch: 18 Iteration: 10 out of: 27\n", + "Epoch: 18 Iteration: 11 out of: 27\n", + "Epoch: 18 Iteration: 12 out of: 27\n", + "Epoch: 18 Iteration: 13 out of: 27\n", + "Epoch: 18 Iteration: 14 out of: 27\n", + "Epoch: 18 Iteration: 15 out of: 27\n", + "Epoch: 18 Iteration: 16 out of: 27\n", + "Epoch: 18 Iteration: 17 out of: 27\n", + "Epoch: 18 Iteration: 18 out of: 27\n", + "Epoch: 18 Iteration: 19 out of: 27\n", + "Epoch: 18 Iteration: 20 out of: 27\n", + "Epoch: 18 Iteration: 21 out of: 27\n", + "Epoch: 18 Iteration: 22 out of: 27\n", + "Epoch: 18 Iteration: 23 out of: 27\n", + "Epoch: 18 Iteration: 24 out of: 27\n", + "Epoch: 18 Iteration: 25 out of: 27\n", + "Epoch: 18 Iteration: 26 out of: 27\n", + "Epoch: 18 Iteration: 27 out of: 27\n", + "Epoch: 19 \tTraining Loss: 0.050615\n", + "Epoch: 19 Iteration: 0 out of: 27\n", + "Epoch: 19 Iteration: 1 out of: 27\n", + "Epoch: 19 Iteration: 2 out of: 27\n", + "Epoch: 19 Iteration: 3 out of: 27\n", + "Epoch: 19 Iteration: 4 out of: 27\n", + "Epoch: 19 Iteration: 5 out of: 27\n", + "Epoch: 19 Iteration: 6 out of: 27\n", + "Epoch: 19 Iteration: 7 out of: 27\n", + "Epoch: 19 Iteration: 8 out of: 27\n", + "Epoch: 19 Iteration: 9 out of: 27\n", + "Epoch: 19 Iteration: 10 out of: 27\n", + "Epoch: 19 Iteration: 11 out of: 27\n", + "Epoch: 19 Iteration: 12 out of: 27\n", + "Epoch: 19 Iteration: 13 out of: 27\n", + "Epoch: 19 Iteration: 14 out of: 27\n", + "Epoch: 19 Iteration: 15 out of: 27\n", + "Epoch: 19 Iteration: 16 out of: 27\n", + "Epoch: 19 Iteration: 17 out of: 27\n", + "Epoch: 19 Iteration: 18 out of: 27\n", + "Epoch: 19 Iteration: 19 out of: 27\n", + "Epoch: 19 Iteration: 20 out of: 27\n", + "Epoch: 19 Iteration: 21 out of: 27\n", + "Epoch: 19 Iteration: 22 out of: 27\n", + "Epoch: 19 Iteration: 23 out of: 27\n", + "Epoch: 19 Iteration: 24 out of: 27\n", + "Epoch: 19 Iteration: 25 out of: 27\n", + "Epoch: 19 Iteration: 26 out of: 27\n", + "Epoch: 19 Iteration: 27 out of: 27\n", + "Epoch: 20 \tTraining Loss: 0.038319\n", + "Epoch: 20 Iteration: 0 out of: 27\n", + "Epoch: 20 Iteration: 1 out of: 27\n", + "Epoch: 20 Iteration: 2 out of: 27\n", + "Epoch: 20 Iteration: 3 out of: 27\n", + "Epoch: 20 Iteration: 4 out of: 27\n", + "Epoch: 20 Iteration: 5 out of: 27\n", + "Epoch: 20 Iteration: 6 out of: 27\n", + "Epoch: 20 Iteration: 7 out of: 27\n", + "Epoch: 20 Iteration: 8 out of: 27\n", + "Epoch: 20 Iteration: 9 out of: 27\n", + "Epoch: 20 Iteration: 10 out of: 27\n", + "Epoch: 20 Iteration: 11 out of: 27\n", + "Epoch: 20 Iteration: 12 out of: 27\n", + "Epoch: 20 Iteration: 13 out of: 27\n", + "Epoch: 20 Iteration: 14 out of: 27\n", + "Epoch: 20 Iteration: 15 out of: 27\n", + "Epoch: 20 Iteration: 16 out of: 27\n", + "Epoch: 20 Iteration: 17 out of: 27\n", + "Epoch: 20 Iteration: 18 out of: 27\n", + "Epoch: 20 Iteration: 19 out of: 27\n", + "Epoch: 20 Iteration: 20 out of: 27\n", + "Epoch: 20 Iteration: 21 out of: 27\n", + "Epoch: 20 Iteration: 22 out of: 27\n", + "Epoch: 20 Iteration: 23 out of: 27\n", + "Epoch: 20 Iteration: 24 out of: 27\n", + "Epoch: 20 Iteration: 25 out of: 27\n", + "Epoch: 20 Iteration: 26 out of: 27\n", + "Epoch: 20 Iteration: 27 out of: 27\n", + "Epoch: 21 \tTraining Loss: 0.036089\n", + "Epoch: 21 Iteration: 0 out of: 27\n", + "Epoch: 21 Iteration: 1 out of: 27\n", + "Epoch: 21 Iteration: 2 out of: 27\n", + "Epoch: 21 Iteration: 3 out of: 27\n", + "Epoch: 21 Iteration: 4 out of: 27\n", + "Epoch: 21 Iteration: 5 out of: 27\n", + "Epoch: 21 Iteration: 6 out of: 27\n", + "Epoch: 21 Iteration: 7 out of: 27\n", + "Epoch: 21 Iteration: 8 out of: 27\n", + "Epoch: 21 Iteration: 9 out of: 27\n", + "Epoch: 21 Iteration: 10 out of: 27\n", + "Epoch: 21 Iteration: 11 out of: 27\n", + "Epoch: 21 Iteration: 12 out of: 27\n", + "Epoch: 21 Iteration: 13 out of: 27\n", + "Epoch: 21 Iteration: 14 out of: 27\n", + "Epoch: 21 Iteration: 15 out of: 27\n", + "Epoch: 21 Iteration: 16 out of: 27\n", + "Epoch: 21 Iteration: 17 out of: 27\n", + "Epoch: 21 Iteration: 18 out of: 27\n", + "Epoch: 21 Iteration: 19 out of: 27\n", + "Epoch: 21 Iteration: 20 out of: 27\n", + "Epoch: 21 Iteration: 21 out of: 27\n", + "Epoch: 21 Iteration: 22 out of: 27\n", + "Epoch: 21 Iteration: 23 out of: 27\n", + "Epoch: 21 Iteration: 24 out of: 27\n", + "Epoch: 21 Iteration: 25 out of: 27\n", + "Epoch: 21 Iteration: 26 out of: 27\n", + "Epoch: 21 Iteration: 27 out of: 27\n", + "Epoch: 22 \tTraining Loss: 0.052175\n", + "Epoch: 22 Iteration: 0 out of: 27\n", + "Epoch: 22 Iteration: 1 out of: 27\n", + "Epoch: 22 Iteration: 2 out of: 27\n", + "Epoch: 22 Iteration: 3 out of: 27\n", + "Epoch: 22 Iteration: 4 out of: 27\n", + "Epoch: 22 Iteration: 5 out of: 27\n", + "Epoch: 22 Iteration: 6 out of: 27\n", + "Epoch: 22 Iteration: 7 out of: 27\n", + "Epoch: 22 Iteration: 8 out of: 27\n", + "Epoch: 22 Iteration: 9 out of: 27\n", + "Epoch: 22 Iteration: 10 out of: 27\n", + "Epoch: 22 Iteration: 11 out of: 27\n", + "Epoch: 22 Iteration: 12 out of: 27\n", + "Epoch: 22 Iteration: 13 out of: 27\n", + "Epoch: 22 Iteration: 14 out of: 27\n", + "Epoch: 22 Iteration: 15 out of: 27\n", + "Epoch: 22 Iteration: 16 out of: 27\n", + "Epoch: 22 Iteration: 17 out of: 27\n", + "Epoch: 22 Iteration: 18 out of: 27\n", + "Epoch: 22 Iteration: 19 out of: 27\n", + "Epoch: 22 Iteration: 20 out of: 27\n", + "Epoch: 22 Iteration: 21 out of: 27\n", + "Epoch: 22 Iteration: 22 out of: 27\n", + "Epoch: 22 Iteration: 23 out of: 27\n", + "Epoch: 22 Iteration: 24 out of: 27\n", + "Epoch: 22 Iteration: 25 out of: 27\n", + "Epoch: 22 Iteration: 26 out of: 27\n", + "Epoch: 22 Iteration: 27 out of: 27\n", + "Epoch: 23 \tTraining Loss: 0.089173\n", + "Epoch: 23 Iteration: 0 out of: 27\n", + "Epoch: 23 Iteration: 1 out of: 27\n", + "Epoch: 23 Iteration: 2 out of: 27\n", + "Epoch: 23 Iteration: 3 out of: 27\n", + "Epoch: 23 Iteration: 4 out of: 27\n", + "Epoch: 23 Iteration: 5 out of: 27\n", + "Epoch: 23 Iteration: 6 out of: 27\n", + "Epoch: 23 Iteration: 7 out of: 27\n", + "Epoch: 23 Iteration: 8 out of: 27\n", + "Epoch: 23 Iteration: 9 out of: 27\n", + "Epoch: 23 Iteration: 10 out of: 27\n", + "Epoch: 23 Iteration: 11 out of: 27\n", + "Epoch: 23 Iteration: 12 out of: 27\n", + "Epoch: 23 Iteration: 13 out of: 27\n", + "Epoch: 23 Iteration: 14 out of: 27\n", + "Epoch: 23 Iteration: 15 out of: 27\n", + "Epoch: 23 Iteration: 16 out of: 27\n", + "Epoch: 23 Iteration: 17 out of: 27\n", + "Epoch: 23 Iteration: 18 out of: 27\n", + "Epoch: 23 Iteration: 19 out of: 27\n", + "Epoch: 23 Iteration: 20 out of: 27\n", + "Epoch: 23 Iteration: 21 out of: 27\n", + "Epoch: 23 Iteration: 22 out of: 27\n", + "Epoch: 23 Iteration: 23 out of: 27\n", + "Epoch: 23 Iteration: 24 out of: 27\n", + "Epoch: 23 Iteration: 25 out of: 27\n", + "Epoch: 23 Iteration: 26 out of: 27\n", + "Epoch: 23 Iteration: 27 out of: 27\n", + "Epoch: 24 \tTraining Loss: 0.085930\n", + "Epoch: 24 Iteration: 0 out of: 27\n", + "Epoch: 24 Iteration: 1 out of: 27\n", + "Epoch: 24 Iteration: 2 out of: 27\n", + "Epoch: 24 Iteration: 3 out of: 27\n", + "Epoch: 24 Iteration: 4 out of: 27\n", + "Epoch: 24 Iteration: 5 out of: 27\n", + "Epoch: 24 Iteration: 6 out of: 27\n", + "Epoch: 24 Iteration: 7 out of: 27\n", + "Epoch: 24 Iteration: 8 out of: 27\n", + "Epoch: 24 Iteration: 9 out of: 27\n", + "Epoch: 24 Iteration: 10 out of: 27\n", + "Epoch: 24 Iteration: 11 out of: 27\n", + "Epoch: 24 Iteration: 12 out of: 27\n", + "Epoch: 24 Iteration: 13 out of: 27\n", + "Epoch: 24 Iteration: 14 out of: 27\n", + "Epoch: 24 Iteration: 15 out of: 27\n", + "Epoch: 24 Iteration: 16 out of: 27\n", + "Epoch: 24 Iteration: 17 out of: 27\n", + "Epoch: 24 Iteration: 18 out of: 27\n", + "Epoch: 24 Iteration: 19 out of: 27\n", + "Epoch: 24 Iteration: 20 out of: 27\n", + "Epoch: 24 Iteration: 21 out of: 27\n", + "Epoch: 24 Iteration: 22 out of: 27\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch: 24 Iteration: 23 out of: 27\n", + "Epoch: 24 Iteration: 24 out of: 27\n", + "Epoch: 24 Iteration: 25 out of: 27\n", + "Epoch: 24 Iteration: 26 out of: 27\n", + "Epoch: 24 Iteration: 27 out of: 27\n", + "Epoch: 25 \tTraining Loss: 0.037157\n", + "Epoch: 25 Iteration: 0 out of: 27\n", + "Epoch: 25 Iteration: 1 out of: 27\n", + "Epoch: 25 Iteration: 2 out of: 27\n", + "Epoch: 25 Iteration: 3 out of: 27\n", + "Epoch: 25 Iteration: 4 out of: 27\n", + "Epoch: 25 Iteration: 5 out of: 27\n", + "Epoch: 25 Iteration: 6 out of: 27\n", + "Epoch: 25 Iteration: 7 out of: 27\n", + "Epoch: 25 Iteration: 8 out of: 27\n", + "Epoch: 25 Iteration: 9 out of: 27\n", + "Epoch: 25 Iteration: 10 out of: 27\n", + "Epoch: 25 Iteration: 11 out of: 27\n", + "Epoch: 25 Iteration: 12 out of: 27\n", + "Epoch: 25 Iteration: 13 out of: 27\n", + "Epoch: 25 Iteration: 14 out of: 27\n", + "Epoch: 25 Iteration: 15 out of: 27\n", + "Epoch: 25 Iteration: 16 out of: 27\n", + "Epoch: 25 Iteration: 17 out of: 27\n", + "Epoch: 25 Iteration: 18 out of: 27\n", + "Epoch: 25 Iteration: 19 out of: 27\n", + "Epoch: 25 Iteration: 20 out of: 27\n", + "Epoch: 25 Iteration: 21 out of: 27\n", + "Epoch: 25 Iteration: 22 out of: 27\n", + "Epoch: 25 Iteration: 23 out of: 27\n", + "Epoch: 25 Iteration: 24 out of: 27\n", + "Epoch: 25 Iteration: 25 out of: 27\n", + "Epoch: 25 Iteration: 26 out of: 27\n", + "Epoch: 25 Iteration: 27 out of: 27\n", + "Epoch: 26 \tTraining Loss: 0.029099\n", + "Epoch: 26 Iteration: 0 out of: 27\n", + "Epoch: 26 Iteration: 1 out of: 27\n", + "Epoch: 26 Iteration: 2 out of: 27\n", + "Epoch: 26 Iteration: 3 out of: 27\n", + "Epoch: 26 Iteration: 4 out of: 27\n", + "Epoch: 26 Iteration: 5 out of: 27\n", + "Epoch: 26 Iteration: 6 out of: 27\n", + "Epoch: 26 Iteration: 7 out of: 27\n", + "Epoch: 26 Iteration: 8 out of: 27\n", + "Epoch: 26 Iteration: 9 out of: 27\n", + "Epoch: 26 Iteration: 10 out of: 27\n", + "Epoch: 26 Iteration: 11 out of: 27\n", + "Epoch: 26 Iteration: 12 out of: 27\n", + "Epoch: 26 Iteration: 13 out of: 27\n", + "Epoch: 26 Iteration: 14 out of: 27\n", + "Epoch: 26 Iteration: 15 out of: 27\n", + "Epoch: 26 Iteration: 16 out of: 27\n", + "Epoch: 26 Iteration: 17 out of: 27\n", + "Epoch: 26 Iteration: 18 out of: 27\n", + "Epoch: 26 Iteration: 19 out of: 27\n", + "Epoch: 26 Iteration: 20 out of: 27\n", + "Epoch: 26 Iteration: 21 out of: 27\n", + "Epoch: 26 Iteration: 22 out of: 27\n", + "Epoch: 26 Iteration: 23 out of: 27\n", + "Epoch: 26 Iteration: 24 out of: 27\n", + "Epoch: 26 Iteration: 25 out of: 27\n", + "Epoch: 26 Iteration: 26 out of: 27\n", + "Epoch: 26 Iteration: 27 out of: 27\n", + "Epoch: 27 \tTraining Loss: 0.047497\n", + "Epoch: 27 Iteration: 0 out of: 27\n", + "Epoch: 27 Iteration: 1 out of: 27\n", + "Epoch: 27 Iteration: 2 out of: 27\n", + "Epoch: 27 Iteration: 3 out of: 27\n", + "Epoch: 27 Iteration: 4 out of: 27\n", + "Epoch: 27 Iteration: 5 out of: 27\n", + "Epoch: 27 Iteration: 6 out of: 27\n", + "Epoch: 27 Iteration: 7 out of: 27\n", + "Epoch: 27 Iteration: 8 out of: 27\n", + "Epoch: 27 Iteration: 9 out of: 27\n", + "Epoch: 27 Iteration: 10 out of: 27\n", + "Epoch: 27 Iteration: 11 out of: 27\n", + "Epoch: 27 Iteration: 12 out of: 27\n", + "Epoch: 27 Iteration: 13 out of: 27\n", + "Epoch: 27 Iteration: 14 out of: 27\n", + "Epoch: 27 Iteration: 15 out of: 27\n", + "Epoch: 27 Iteration: 16 out of: 27\n", + "Epoch: 27 Iteration: 17 out of: 27\n", + "Epoch: 27 Iteration: 18 out of: 27\n", + "Epoch: 27 Iteration: 19 out of: 27\n", + "Epoch: 27 Iteration: 20 out of: 27\n", + "Epoch: 27 Iteration: 21 out of: 27\n", + "Epoch: 27 Iteration: 22 out of: 27\n", + "Epoch: 27 Iteration: 23 out of: 27\n", + "Epoch: 27 Iteration: 24 out of: 27\n", + "Epoch: 27 Iteration: 25 out of: 27\n", + "Epoch: 27 Iteration: 26 out of: 27\n", + "Epoch: 27 Iteration: 27 out of: 27\n", + "Epoch: 28 \tTraining Loss: 0.082898\n", + "Epoch: 28 Iteration: 0 out of: 27\n", + "Epoch: 28 Iteration: 1 out of: 27\n", + "Epoch: 28 Iteration: 2 out of: 27\n", + "Epoch: 28 Iteration: 3 out of: 27\n", + "Epoch: 28 Iteration: 4 out of: 27\n", + "Epoch: 28 Iteration: 5 out of: 27\n", + "Epoch: 28 Iteration: 6 out of: 27\n", + "Epoch: 28 Iteration: 7 out of: 27\n", + "Epoch: 28 Iteration: 8 out of: 27\n", + "Epoch: 28 Iteration: 9 out of: 27\n", + "Epoch: 28 Iteration: 10 out of: 27\n", + "Epoch: 28 Iteration: 11 out of: 27\n", + "Epoch: 28 Iteration: 12 out of: 27\n", + "Epoch: 28 Iteration: 13 out of: 27\n", + "Epoch: 28 Iteration: 14 out of: 27\n", + "Epoch: 28 Iteration: 15 out of: 27\n", + "Epoch: 28 Iteration: 16 out of: 27\n", + "Epoch: 28 Iteration: 17 out of: 27\n", + "Epoch: 28 Iteration: 18 out of: 27\n", + "Epoch: 28 Iteration: 19 out of: 27\n", + "Epoch: 28 Iteration: 20 out of: 27\n", + "Epoch: 28 Iteration: 21 out of: 27\n", + "Epoch: 28 Iteration: 22 out of: 27\n", + "Epoch: 28 Iteration: 23 out of: 27\n", + "Epoch: 28 Iteration: 24 out of: 27\n", + "Epoch: 28 Iteration: 25 out of: 27\n", + "Epoch: 28 Iteration: 26 out of: 27\n", + "Epoch: 28 Iteration: 27 out of: 27\n", + "Epoch: 29 \tTraining Loss: 0.049404\n", + "Epoch: 29 Iteration: 0 out of: 27\n", + "Epoch: 29 Iteration: 1 out of: 27\n", + "Epoch: 29 Iteration: 2 out of: 27\n", + "Epoch: 29 Iteration: 3 out of: 27\n", + "Epoch: 29 Iteration: 4 out of: 27\n", + "Epoch: 29 Iteration: 5 out of: 27\n", + "Epoch: 29 Iteration: 6 out of: 27\n", + "Epoch: 29 Iteration: 7 out of: 27\n", + "Epoch: 29 Iteration: 8 out of: 27\n", + "Epoch: 29 Iteration: 9 out of: 27\n", + "Epoch: 29 Iteration: 10 out of: 27\n", + "Epoch: 29 Iteration: 11 out of: 27\n", + "Epoch: 29 Iteration: 12 out of: 27\n", + "Epoch: 29 Iteration: 13 out of: 27\n", + "Epoch: 29 Iteration: 14 out of: 27\n", + "Epoch: 29 Iteration: 15 out of: 27\n", + "Epoch: 29 Iteration: 16 out of: 27\n", + "Epoch: 29 Iteration: 17 out of: 27\n", + "Epoch: 29 Iteration: 18 out of: 27\n", + "Epoch: 29 Iteration: 19 out of: 27\n", + "Epoch: 29 Iteration: 20 out of: 27\n", + "Epoch: 29 Iteration: 21 out of: 27\n", + "Epoch: 29 Iteration: 22 out of: 27\n", + "Epoch: 29 Iteration: 23 out of: 27\n", + "Epoch: 29 Iteration: 24 out of: 27\n", + "Epoch: 29 Iteration: 25 out of: 27\n", + "Epoch: 29 Iteration: 26 out of: 27\n", + "Epoch: 29 Iteration: 27 out of: 27\n", + "Epoch: 30 \tTraining Loss: 0.052002\n" + ] + } + ], + "source": [ + "\"\"\"\n", + "Cell Purpose: Train the model\n", + "\"\"\"\n", + "\n", + "#Model loss function\n", + "criterion = nn.CrossEntropyLoss()\n", + "\n", + "#Model optimizer function\n", + "optimizer = torch.optim.SGD(model.parameters(), lr=0.001, momentum=0.9)\n", + "\n", + "#Model scheduler function\n", + "scheduler = torch.optim.lr_scheduler.StepLR(optimizer, step_size=10, gamma=0.1)\n", + "\n", + "#Number of epochs for training\n", + "n_epochs = 30\n", + "\n", + "#Number of iterations per epoch for training - given batch size, it will take n_iterations to complete one epoch\n", + "n_iterations = int(len(train_data)/batch_size)\n", + "\n", + "#List for training loss values\n", + "train_loss_progress = []\n", + "\n", + "#Put the model in training mode\n", + "model.train()\n", + "\n", + "#Go through each epoch\n", + "for epoch in range(n_epochs):\n", + "\n", + " #Reset training loss every epoch\n", + " train_loss = 0.0\n", + "\n", + " #Go through each iteration\n", + " for iter, (data, target) in enumerate(train_loader):\n", + "\n", + " print(\"Epoch:\", epoch, \"Iteration:\", iter, \"out of:\", n_iterations)\n", + "\n", + " #Clear the gradients of all optimized variables every iteration\n", + " optimizer.zero_grad()\n", + "\n", + " #Forward pass: Feed data into model and get outputs\n", + " outputs = model(data)\n", + " #print(outputs)\n", + "\n", + " #Calculate the loss (error)\n", + " loss = criterion(outputs, target)\n", + "\n", + " #Backward pass: Compute gradient of the loss with respect to model parameters\n", + " loss.backward()\n", + "\n", + " #Perform a single optimization step (parameter update)\n", + " optimizer.step()\n", + "\n", + " #Update training loss for the epoch (multiply by data.size(0) because we are calculating loss for not one, but data.size() images)\n", + " train_loss += loss.item()*data.size(0)\n", + "\n", + " #Have the scheduler take a step\n", + " scheduler.step()\n", + "\n", + " #Calculate average loss for the epoch and append to train_loss_progress\n", + " train_loss = train_loss/len(train_loader.dataset)\n", + " train_loss_progress.append(train_loss)\n", + " print('Epoch: {} \\tTraining Loss: {:.6f}'.format(epoch, train_loss))\n", + " \n", + "\n", + "#Save the model after training is finished\n", + "PATH = \"./TerrainNet.pt\"\n", + "torch.save(model.state_dict(), PATH)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Final accuracy of the network on the test set: 87 %\n" + ] + } + ], + "source": [ + "\"\"\"\n", + "Cell Purpose: Test the model\n", + "\"\"\"\n", + "\n", + "correct_predictions = 0\n", + "total_predictions = 0\n", + "target_values = np.array([])\n", + "predicted_values = np.array([])\n", + "\n", + "#Stores model accuracy as percentages\n", + "test_accuracy_progress = []\n", + "\n", + "#Put the model in testing mode\n", + "model.eval()\n", + "\n", + "with torch.no_grad():\n", + " \n", + " #16 images at a time (batch size = 16)\n", + " for data, target in test_loader:\n", + "\n", + " #Pass data into model and get output\n", + " outputs = model(data)\n", + " _, predicted = torch.max(outputs.data, 1)\n", + "\n", + " #Update performance variables\n", + " total_predictions += target.size(0)\n", + " correct_predictions += (predicted == target).sum().item() \n", + " predicted = predicted.float()\n", + " target = target.float()\n", + "\n", + " #Record predicted and target values\n", + " predicted_values = np.concatenate([predicted_values, predicted.tolist()])\n", + " target_values = np.concatenate([target_values, target.tolist()])\n", + "\n", + " #Record model accuracy for the current batch of images\n", + " test_accuracy_progress.append(100 * correct_predictions / total_predictions)\n", + "\n", + "print('Final accuracy of the network on the test set: %d %%' % (100 * correct_predictions / total_predictions))" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\"\n", + "Cell Purpose: Plot training and testing results\n", + "\"\"\"\n", + "\n", + "#Plot training results\n", + "training_loss_range = np.arange(1, len(train_loss_progress) + 1)\n", + "fig, axs = plt.subplots()\n", + "axs.plot(training_loss_range, train_loss_progress, c='b', label=\"Train loss\")\n", + "plt.xlabel('Epochs')\n", + "plt.ylabel('Loss')\n", + "plt.xticks(range(0, n_epochs + 1, 5), range(0, n_epochs + 1, 5))\n", + "axs.legend()\n", + "plt.show()\n", + "\n", + "#Plot testing results\n", + "testing_accuracy_range = np.arange(1, len(test_accuracy_progress) + 1)\n", + "fig, axs = plt.subplots()\n", + "axs.plot(testing_accuracy_range, test_accuracy_progress, c='r', label=\"Test accuracy\")\n", + "plt.xlabel('Batches')\n", + "plt.ylabel('Accuracy')\n", + "plt.xticks(range(0, len(test_accuracy_progress) + 1, 2), range(0, len(test_accuracy_progress) + 1, 2))\n", + "axs.legend()\n", + "plt.show()\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAWgAAAEWCAYAAABLzQ1kAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjMuNCwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8QVMy6AAAACXBIWXMAAAsTAAALEwEAmpwYAAAuwUlEQVR4nO3deZgU1dXH8e9vZkBA1iEwEkRcMOIWiOKKkU2NO+ASFTVoVNS4RI0RiQbFqAGNeTVxiahRVDSKEQVRlCBEUSKbqLiboCzCgCzKKjCc94+qgXYcpntmurpqZs7Hp57uqq6693TbnLl969YtmRnOOeeSJy/uAJxzzpXPE7RzziWUJ2jnnEsoT9DOOZdQnqCdcy6hPEE751xCeYJ21SapoaSxkr6WNKoa5Zwp6ZVsxhYHSS9J6h93HK7m8wRdh0jqJ2mGpNWSFoWJ5LAsFH0KUAS0NLNTq1qImY00s6OyEM93SOouySQ9W2Z7p3D75AzLuVHS4+n2M7NjzGxEFcN1bgtP0HWEpKuAO4FbCZLpTsC9QO8sFN8e+MTMNmWhrKgsBQ6V1DJlW3/gk2xVoID/m3JZ41+mOkBSM+Am4BIze9bM1pjZRjMba2a/DffZTtKdkr4MlzslbRe+1l3SAkm/kbQkbH2fG742BBgMnBa2zM8r29KUtHPYUi0I18+R9D9JqyTNlXRmyvYpKccdKml62HUyXdKhKa9NlvQHSW+E5bwi6QcVfAwbgOeA08Pj84GfAyPLfFZ3SZov6RtJMyX9NNx+NPC7lPf5Tkoct0h6A1gL7BpuOz98/T5Jz6SUP0zSREnK9P+fq7s8QdcNhwANgNEV7HMdcDDQGegEHAhcn/L6DkAzoC1wHnCPpBZmdgNBq/wpM2tsZg9VFIik7YG/AMeYWRPgUGB2OfsVAuPCfVsCfwbGlWkB9wPOBVoD9YGrK6obeBT4Rfj8Z8D7wJdl9plO8BkUAk8AoyQ1MLPxZd5np5RjzgYGAE2AL8qU9xvgx+Efn58SfHb9zedYcBnwBF03tAS+StMFcSZwk5ktMbOlwBCCxFNqY/j6RjN7EVgN7FHFeDYD+0hqaGaLzOz9cvY5DvjUzB4zs01m9iTwEXBCyj4Pm9knZrYOeJogsW6Tmb0JFEragyBRP1rOPo+b2bKwzjuA7Uj/Ph8xs/fDYzaWKW8tcBbBH5jHgcvMbEGa8pwDPEHXFcuAH5R2MWzDD/lu6++LcNuWMsok+LVA48oGYmZrgNOAi4BFksZJ6phBPKUxtU1ZX1yFeB4DLgV6UM4virAb58OwW2Ulwa+GirpOAOZX9KKZTQP+B4jgD4lzGfEEXTdMBdYDfSrY50uCk32lduL7P/8ztQZolLK+Q+qLZvaymR0JtCFoFT+QQTylMS2sYkylHgN+BbwYtm63CLsgBhL0Tbcws+bA1wSJFWBb3RIVdldIuoSgJf4lcE2VI3d1jifoOsDMviY4kXePpD6SGkmqJ+kYSbeFuz0JXC+pVXiybTDBT/KqmA0cLmmn8ATloNIXJBVJOjHsi/6WoKukpJwyXgR+FA4NLJB0GrAX8EIVYwLAzOYC3Qj63MtqAmwiGPFRIGkw0DTl9WJg58qM1JD0I+Bmgm6Os4FrJHWuWvSurvEEXUeY2Z+BqwhO/C0l+Fl+KcHIBgiSyAzgXeA9YFa4rSp1TQCeCsuayXeTah7BibMvgeUEyfJX5ZSxDDg+3HcZQcvzeDP7qioxlSl7ipmV9+vgZeAlgqF3XxD86kjtvii9CGeZpFnp6gm7lB4HhpnZO2b2KcFIkMdKR8g4VxH5yWTnnEsmb0E751xCeYJ2zrmE8gTtnHMJ5QnaOecSqqILF2LV8MhhfvYytOKlgXGHkBglm/1rUSo/z6fzKNWggGp/GA1/cmnGX651b9+dkw/fW9DOOZdQiW1BO+dcTiVwplhP0M45B5CXH3cE3+MJ2jnnABI4RbcnaOecA+/icM65xPIWtHPOJZS3oJ1zLqG8Be2ccwnloziccy6hEtjFkbyInHMuDlLmS9qi1FzSM5I+Cu9xeYikQkkTJH0aPrZIV44naOecg6AFnemS3l3AeDPrCHQCPgSuBSaa2e7AxHC9Qp6gnXMOspagJTUFDgceAjCzDWa2EugNjAh3G0HFN3EGPEE751wgPz/jRdIASTNSlgEpJe1KcN/PhyW9LenB8CbJRWa2CCB8bJ0uJD9J6JxzUKlhdmY2HBi+jZcLgP2Ay8zsLUl3kUF3Rnm8Be2cc5DNPugFwAIzeytcf4YgYRdLagMQPi5JV5AnaOecg6yN4jCzxcB8SXuEm3oBHwBjgP7htv7A8+lC8i4O55yDbI+DvgwYKak+8D/gXIIG8dOSzgPmAaemK8QTtHPOQVYv9Taz2UCXcl7qVZlyPEE75xz4pd7OOZdYCbzU2xO0c86Bz2aXdB89dhGr1m2gZPNmNpVs5rBLHmXfXVvx11//jO0b1ueLxV9z7tCxrFq7Ie5Qc+qN119j2NBb2Fyymb4nn8p5FwxIf1AtdePvf8frr02msLAlo0aPjTucWNW670UCW9DJiyhmR1/9JAdf9AiHXfIoAPdddQzXP/RvDhjwd8a88QlXnnpQzBHmVklJCbfechP3/u1BRo8Zx/gXX+C/n30Wd1ixOaF3X+6+74G4w4hdrfxeZHcujqzwBJ3G7jsWMuXd+QC8Outz+vz0RzFHlFtz3nuXdu3as2O7dtSrX5+jjz2OyZMmxh1WbPbvcgDNmjWLO4zY1crvRV5+5kuuQoqqYEnfG+NX3rYkMTPGDv05b9zTn18e2wmADz7/iuMP6QDASYd3ZMdWTeIMMeeWFBezQ5sdtqy3LiqiuLg4xohcEtTK70UWpxvNlij7oAcBozLYlhg9rxzJomWradW8ES8MPY2P5y/jwjte5I5LjmDQWV0ZN/UzNmzaHHeYOWXY97YpgSdTXG7Vyu9FAvugs56gJR0DHAu0lfSXlJeaApvSHDsAGABQ0LEvBTvmtr930bLVACxduZYxb3zCAXv8kDufmcYJ1z4NQIe2LTjmoF1zGlPciop2YPGixVvWlxQX07p12km4XC1XK78XCfwDE8WfjC+BmcD68LF0GQP8rKIDzWy4mXUxsy65Ts6NGtSjccP6W54fsf8uvP/5Ulo1bwQE/++uPfNQHnhhdk7jitve++zLvHmfs2DBfDZu2MD4F8fRrUfPuMNyMauN3wtJGS+5kvUWtJm9A7wj6XEzq7DFnCStmzfiqRtPAqAgP4+nJn3AhBlzuaTv/lx44n4APD/lEx59+b04w8y5goICBl03mIsHnM/mzSX06XsyHTrsHndYsRl0zVXMnD6dlStXcHSvblx0yWX0OemUuMPKudr4vUhiF43Mvt+XVK0CpfegnA6qkJn9OJNyGh45LLuB1WArXhoYdwiJUbLZvxal8vOSl1Di0qCAan8YjX/+SMZfrtVPn5OTDz+Kk4THR1Cmc85FKokt6Ci6OL7IdpnOORe1JCboKMdBHyxpuqTVkjZIKpH0TVT1OedcdSTxJGGUA//uBs4APgUaAucDf42wPuecqzpVYsmRSCdLMrPPJOWbWQnBHW7fjLI+55yrqiR2cUSZoNeGt3uZLek2YBGwfYT1OedcleXlJe9KwigjOjss/1JgDdAOODnC+pxzrsqS2AcdWQs6ZTTHemBIVPU451xWJK+HI7oELakrcCPQPrUeM6tbk1k452qEutYH/RBwJcE8HCUR1uOcc9VW1xL012b2UoTlO+dc1iiBl85HMd3ofuHTSZJuB54Fvi193cxmZbtO55yrrrrSgr6jzHqXlOcG1Ow5CZ1ztVKdSNBm1iPbZTrnXNSymaAlfQ6sIjj/tsnMukgqBJ4CdgY+B35uZisqKifKuThaSvqLpFmSZkq6S1LLqOpzzrnqiGAcdA8z62xmpb0I1wITzWx3YGK4XqEoL1T5B7CU4OKUU8LnT0VYn3POVV30c3H0BkaEz0cAfdIdEGWCLjSzP5jZ3HC5GWgeYX3OOVdleXl5GS+SBkiakbIMKFOcAa+EvQelrxWZ2SKA8DHtTRyjHGY3SdLpwNPh+inAuAjrc865KqtMH7SZDQeGV7BLVzP7UlJrYIKkj6oSU5Qt6AuBJwiG2G0g6PK4StIqnxfaOZc4WeziMLMvw8clwGjgQKBYUhuA8HFJunIiS9Bm1sTM8sysnpkVhM+bhEvTqOp1zrmqyNZJQknbS2pS+hw4CpgDjAH6h7v1B55PF1PUc3HMNrM1ks4C9gPuNLN5UdXpnHNVlcVhdkXA6LC8AuAJMxsvaTrwtKTzgHnAqekKirIP+j6gk6ROwDUEc3M8BnSLsE7nnKuSbCVoM/sf0Kmc7cuAXpUpK8oEvcnMTFJv4C4ze0hS/7RHhT5+6oroIqth9vytn1stNX6gXwdVqrBx/bhDSIwGjaufyurEXBwpVkkaRDBx/08l5Udcn3POVVkSL/WOchTHaQQjOM41s8VAV/yWV865hKprd1RZLOlVoJ+kx4G5wJ1R1eecc9WRwAZ0JNON/gg4HTgDWEZwebd8EiXnXJIlsYsjihb0R8DrwAlm9hmApCsjqMc557ImL4EnCaPogz4ZWExwqfcDknqRyNsxOufcVlLmS65kPUGb2WgzOw3oCEwmuC9hkaT7JB2V7fqccy4b8vKU8ZKzmKIq2MzWmNlIMzse2BGYTQbznzrnXBzqRAu6PGa23MzuNzO/3ZVzLpHq1DA755yrSRI4iMMTtHPOQTBhf9J4gnbOObwF7ZxziVVXLlRxzrkaJ4H52RO0c86Bt6Cdcy6xEpifPUE75xwkcy4OT9DOOYd3cTjnXGIlMD97gnbOOfAWtHPOJVYC87MnaOecAz9J6JxzieVdHDXE/C/mcvPvr9myvnjhAvpf8CtOOv3sGKPKvTzBmKsOY/HX6zn/wRns+cOm3HLqPmxXL49Nm43Bz8zhnXlfxx1mpO4aeiMzpr5GsxaF3P3IMwCs+uZrbrtxIEsWf0nrHX7IwCG30bhJ05gjjUdJSQnnn/1zWrUq4ra77o07nGpJYoJO3vRNCdCu/S7c/+go7n90FPc+/A+2a9CArt16xR1Wzp17+C58Vrx6y/qgEzty18ufctyfpvB/L33CtSfsGWN0udHrmBO48fZ7vrPtmZEP02n/A7n/iTF02v9Anhn5cEzRxW/Uk4/Rfudd4w4jK7I9Yb+kfElvS3ohXC+UNEHSp+Fji3RlRJqgJZ2aybYke3vGW7Rp246iNj+MO5Sc2qFZA3rs1Zqn/jN/yzYzaNwg+NHVpEE9ir9eH1d4ObNPp/1p3KTZd7ZNe2MyPY8+AYCeR5/AW1MmxRFa7JYUL2bqlNc4oc/JcYeSFRFM2P9r4MOU9WuBiWa2OzCRDO4wFXULelCG2xJr8oTx9DjymLjDyLnBffdi6NgP2Wy2ZdtNoz9g0Il78sbgnvzuxD25fdzHMUYYn5UrllHYshUAhS1bsXLF8pgjisdf7hjKxb/+DUrgPMpVkc0WtKQdgeOAB1M29wZGhM9HAH3SlRPJJyvpGEl/BdpK+kvK8giwqYLjBkiaIWnGEyMe3NZuObNx40amTplMt1516163PfdqzVerNjBnwTff2X5W1524+bkP6HrTq9z8/AcMPf3HMUXo4vbGa5Np3qKQjnvuHXcoWVOZm8am5qpwGVCmuDuBa4DNKduKzGwRQPjYOl1MUZ0k/BKYAZwIzEzZvorgLt/lMrPhwHCAecu/tW3tlyvTp06hwx570qKwZdyh5NT+u7TgiH1a02OvHmxXkEfjBvX4vzM703Pv1gwZ/QEA42Yv4o+n7RtzpPFo3qIly5ctpbBlK5YvW0rzFoVxh5Rz773zNm+8Npn/vPE6GzZ8y5rVa7jp+oEMvnlY3KFVWV4lThKm5qqyJB0PLDGzmZK6VyemSBK0mb0jaQ5wlJmNSHtAQk2a8FKd7N64fdzHW7ovDtqtkAt67MqVI2cz4dpuHLRbIW/9dzmH7t6Sz5eujTnSeBzYtRuvjh/LKWf+klfHj+XArt3jDinnLrrsSi66LGhrzZoxjX889kiNTs6Q1QtVugInSjoWaAA0lfQ4UCypjZktktQGWJKuoMiG2ZlZiaSWkuqb2Yao6onK+vXrmDltKlcM/H3coSTGoKfeZXDfvSnIE99uKuF3T78bd0iRu33ItcyZPZNvvl7Juaf8jDPOvYiT+53LbTcOZMK452hV1IaBQ26LO0yXBdkaZmdmgwjPtYUt6KvN7CxJtwP9gaHh4/NpYzKLridB0v3AfsAYYE3pdjP7c7pjk9DFkRTd/vCvuENIjPEDe8QdQmIUNq4fdwiJ0apxQbWz6zH3vZVxznnp4oMyqi8lQR8vqSXwNLATMA841cwqPMO8zRZ0eJJvmwGb2eUZxPdluOQBTTLY3znnYhHFpd5mNhmYHD5fBlTqgoqKujhmVDmqkJkNqW4ZzjmXCyJ5VxJuM0GXPbknaXszW7Ot/cvse6eZXSFpLOW0ws3sxEpH6pxzEUrgXEnpTxJKOgR4CGgM7CSpE3Chmf2qgsMeCx//VP0QnXMuekmciyOTURx3Aj8jONFXOoTu8IoOMLOZ4eO/JbUKny+tXqjOORedBObnzK4kNLP5ZTaVVLS/AjdK+gr4CPhE0lJJg6sYp3PORSpPynjJWUwZ7DNf0qGASaov6Wq+OwFIea4gGKx9gJm1NLMWwEFAV0nbvJLQOefiUplLvXMWUwb7XARcArQFFgKdw/WK/AI4w8zmlm4ws/8BZ4WvOedcomR7utFsSNsHbWZfAWdWstx64XFly1oqqV4ly3LOucjlsusiU2lb0JJ2lTQ27ENeIul5Selm6K7o0u4ad9m3c672UyWWXMlkFMcTwD1A33D9dOBJgj7lbekk6Ztytotg8hDnnEuUmjrMTmb2WMr645IuregAM8uvXljOOZdbNepCFUmlk9xOknQt8A+CqwJPA8blIDbnnMuZXI7OyFRFLeiZBAm5NOoLU14z4A9RBeWcc7lWo7o4zGyXXAbinHNxSmADOrMJ+yXtA+xFygk+M3s0qqCccy7XalQLupSkG4DuBAn6ReAYYArgCdo5V2skLz1ndiXhKQSTTC82s3OBTsB2kUblnHM5lp+njJdcyaSLY52ZbZa0SVJTghsdprtQxTnnapQa2cUBzJDUHHiAYGTHamBalEE551yuJTA/ZzQXR+nE/H+TNB5oama1/3bOzrk6JYlzcVR0ocp+Fb1mZrOiCck553Ivgfm5whb0HRW8ZkDPLMfyHa2b+nnIUh/eflzcISRGiwMqnGWgTvl4YkX/ROuajEYMV6hG9UGbWY9cBuKcc3HKr0kJ2jnn6pIaeyWhc87VdklM0BndNNY552o7SRkvacppIGmapHckvS9pSLi9UNIESZ+Gjy3SxZTJHVUk6azSO3JL2knSgRm+Z+ecqxHylPmSxrdATzPrRHAP16MlHQxcC0w0s92BieF6xTFlEPe9wCHAGeH6KoI7rDjnXK2RrZvGWmB1uFovXAzoDYwIt48A+qSLKZMEfZCZXQKsDytfAdTP4DjnnKsxCqSMF0kDJM1IWQakliUpX9JsgqkxJpjZW0CRmS0CCB9bp40pg7g3Sson+AuApFbA5sq9deecS7bKjLIzs+HA8ApeLwE6h9NkjA6nbK60TFrQfwFGA60l3UIw1eitVanMOeeSKk/KeMmUma0EJgNHA8WS2gCEj0vSHZ/JXBwjJc0kmHJUQB8z+zDjCJ1zrgbI1nUqYS/DRjNbKakhcAQwDBgD9AeGho/Ppysrkwn7dwLWAmNTt5nZvKqF75xzyZPFcdBtgBFh13Ae8LSZvSBpKvC0pPOAecCp6QrKpA96HFtvHtsA2AX4GNi7isE751ziZGsi/nC2z5+Us30ZQU9ExjLp4tg3dT2c5e7CbezunHM1UhKvJKz0pd5mNkvSAVEE45xzcVEC70qYSR/0VSmrecB+wNLIInLOuRjU1BZ0k5Tnmwj6pP8ZTTjOORePGpegw7OQjc3stzmKxznnYlGjJuyXVGBmmyq69ZVzztUW+Qmc27OiFvQ0gv7m2ZLGAKOANaUvmtmzEcfmnHM5U6NuGpuiEFhGcA/C0vHQBniCds7VGjWtD7p1OIJjDlsTcymLNCrnnMuxBDagK0zQ+UBjKHdwoCdo51ytklfDxkEvMrObchZJwrzx+msMG3oLm0s20/fkUznvggHpD6ql6vpn0axxQ+67oR977dYGM7hoyEjeencuAFec3Ys/XtWXHXsMZNnKNWlKqj3mfzGXm39/zZb1xQsX0P+CX3HS6WfHGFX11LQWdALDzY2SkhJuveUm7n/gYYqKiuh32il079GT3Tp0iDu0nPPPAv50zSm88uYH9PvtQ9QryKdRg+B+FTsWNafnwR2Zt2h5zBHmXrv2u3D/o6OA4DtyxolH0LVbpaaZSJyCBHZCVzSwpNqfdjiOusaZ8967tGvXnh3btaNe/focfexxTJ40Me6wYlHXP4sm2zfgsP1245HRUwHYuKmEr1evA+C2q0/muruew6xu9/i9PeMt2rRtR1GbH8YdSrVk65ZX2bTNBG1m2WgWfCbpdkl7ZaGsnFlSXMwObXbYst66qIji4uIYI4pPXf8sdmnbkq9WrGb4kLOY+uRA7h3cj0YN6nNct335cslK3vtkYdwhxm7yhPH0OPKYuMOotigm7K92TBGX/2PgE+BBSf8J7+PVdFs7p97n66EHtnk3mchZOedAk3iVUS7U9c+ioCCfzh3b8cCo1znkjGGsXfct1190LAPP+xk33Tcu7vBit3HjRqZOmUy3XkfFHUq11agWdDaY2Soze8DMDgWuAW4AFkkaIel7nZhmNtzMuphZlzhPRBUV7cDiRYu3rC8pLqZ167T3d6yV6vpnsbB4BQuXrGT6nC8AGP2v2XTu2I72bVsy7alBfDRuCG1bN2fqEwMpatkkTWm1z/SpU+iwx560KGwZdyjVlleJJZcxRSa8s+2JkkYDdwF3ALsS3J3lxSjrro6999mXefM+Z8GC+WzcsIHxL46jW4+ecYcVi7r+WRQvW8WCxSvYvX3wR6n7gXsw+6P5tO81iI7H3UDH425g4ZKVHNJvGMXLVsUcbe5NmvBSrejegGR2cVR6PuhK+hSYBNxuZm+mbH9G0uER111lBQUFDLpuMBcPOJ/Nm0vo0/dkOnTYPe6wYuGfBVw1bBQP33oO9Qvy+XzhVwy44fG4Q0qE9evXMXPaVK4Y+Pu4Q8mKJF7qrSjPQEtqbGarq3Ls+k1+MYz7vhYHXBp3CInx8cQ74g4hMXYq3K7a2XXkzAUZ55wz998xJ9k86u6UwZKaSqonaaKkrySdFXGdzjlXaXXuJCFwlJl9AxwPLAB+BPjc0s65xJGU8ZIrUfdB1wsfjwWeNLPldWmIlnOu5kjgdNCRJ+ixkj4C1gG/ktQKWB9xnc45V2lJPEkYaYI2s2slDQO+MbMSSWuA3lHW6ZxzVZHEX/dRj4M+FdgUJufrgceBmn3BvnOuVqpzF6oAvzezVZIOA34GjADui7hO55yrtGydJJTUTtIkSR9Kel/Sr8PthZImSPo0fGyRLqaoE3RJ+HgccJ+ZPQ/Uj7hO55yrNFViSWMT8Bsz2xM4GLgknDDuWmCime0OTAzXKxR1gl4o6X7g58CLkrbLQZ3OOVdp+VLGS0XMbJGZzQqfrwI+BNoSnH8bEe42AuiTLqaok+XPgZeBo81sJcENaH0ctHMucSpzoUrqzJvhUu7sbpJ2Bn4CvAUUmdkiCJI4kHbWsahHcawFnpXUWtJO4eaPoqzTOeeqQpW4iZSZDQcqnBNZUmPgn8AVZvZNVUaJRD2K40RJnwJzgX+Hjy9FWadzzlVFNi/1llSPIDmPNLNnw83FktqEr7cBlqQrJ+oujj8QdJJ/Yma7AEcAb0Rcp3POVVoeynipiIKm8kPAh2b255SXxgD9w+f9gefTxxStjWa2DMiTlGdmk4DOEdfpnHOVlsUWdFfgbKCnpNnhciwwFDgy7FU4MlyvUNSXeq8M+2FeA0ZKWkIwBMU55xIlW5d6m9kUtj0ar1I34466Bd0bWAtcCYwH/gucEHGdzjlXaXnKfMmVyFrQkvKB583sCGAzW8f/Oedc4lRmFEeuRNaCNrMSYK2kZlHV4Zxz2ZLECfuj7oNeD7wnaQKwpnSjmV0ecb3OOVcpSWxBR52gx4ULsOUeg8n7FJxzdV4u+5YzFUmCltQb2NHM7gnXpwGtCJL0wCjqdM656kjihP1R9UFfQzAou1R9YH+gO3BRRHU651yVZXE2u6yJqoujvpnNT1mfYmbLgeWSts+kgHUbStLvVEc0rJ8fdwiJ8fHEO+IOITH26PWbuENIjHVv313tMpLYgo4qQX9nImozuzRltVVEdTrnXJUlLz1H18XxlqQLym6UdCEwLaI6nXOu6hLYxxFVC/pK4DlJ/YBZ4bb9ge3IYJJq55zLtTrTxWFmS4BDJfUE9g43jzOzV6Oozznnqit56Tn6CftfBTwpO+eSL4EZOuoLVZxzrkaoi1cSOudcjZDALmhP0M45B4ns4fAE7ZxzAFW5qWvUPEE75xzexeGcc4mVwPzsCdo554BEZmhP0M45hw+zc865xPI+aOecSyhP0M45l1DexeGccwmVxBZ0VPNBO+dcjZLN6aAl/V3SEklzUrYVSpog6dPwsUVFZYAnaOecC2R3wv5HgKPLbLsWmGhmuwMTw/UKeYJ2zjmCCfszXdIxs9eA5WU29wZGhM9HkMHNSzxBO+cclWtASxogaUbKMiCDKorMbBFA+Ng63QF+ktA556BSVxKa2XBgeGSxhDxBl+Pbb7/l4vN+wYYNGygp2UTPI47igosvizus2Lzx+msMG3oLm0s20/fkUznvgkwaC7XP/C/mcvPvr9myvnjhAvpf8CtOOv3sGKPKrWaNG3LfDf3Ya7c2mMFFQ0by1rtzAbji7F788aq+7NhjIMtWrok50srLwTC7YkltzGyRpDbAknQHeIIuR/369bl7+N9p1Gh7Nm3cyIBfnsUhXQ9nnx93iju0nCspKeHWW27i/gcepqioiH6nnUL3Hj3ZrUOHuEPLuXbtd+H+R0cBwedyxolH0LVbr5ijyq0/XXMKr7z5Af1++xD1CvJp1KA+ADsWNafnwR2Zt6hst2vNkYNhdmOA/sDQ8PH5dAd4H3Q5JNGo0fYAbNq0iU2bNiVyIpVcmPPeu7Rr154d27WjXv36HH3scUyeNDHusGL39oy3aNO2HUVtfhh3KDnTZPsGHLbfbjwyeioAGzeV8PXqdQDcdvXJXHfXc5hZnCFWS5aH2T0JTAX2kLRA0nkEiflISZ8CR4brFfIW9DaUlJRwTr9TWDB/Hief1o999q17rWeAJcXF7NBmhy3rrYuKeO/dd2OMKBkmTxhPjyOPiTuMnNqlbUu+WrGa4UPOYt8fteXtD+dz9W3P0OOgPfhyyUre+2Rh3CFWSzYn7DezM7bxUqV+ckXagpb0T0nHSapxLfX8/Hwee2o0Y16exAdz3uO/n30ad0ixML7fIkrinSdyaePGjUydMpluvY6KO5ScKijIp3PHdjww6nUOOWMYa9d9y/UXHcvA837GTfeNizu8apMyX3Il6sR5H9AP+FTSUEkdK9o5dejKI39/IOLQMtOkSVP263IA/3nz9bhDiUVR0Q4sXrR4y/qS4mJat047OqhWmz51Ch322JMWhS3jDiWnFhavYOGSlUyf8wUAo/81m84d29G+bUumPTWIj8YNoW3r5kx9YiBFLZvEHG3lZfc6leyINEGb2b/M7ExgP+BzYIKkNyWdK6leOfsPN7MuZtblnF9eEGVoFVqxfDmrVn0DwPr165n+1lTa77xrbPHEae999mXevM9ZsGA+GzdsYPyL4+jWo2fcYcVq0oSX6lz3BkDxslUsWLyC3dsHf6C7H7gHsz+aT/teg+h43A10PO4GFi5ZySH9hlG8bFXM0VZBAjN05H3QkloCZwFnA28DI4HDCM5ido+6/qr46qul/GHwIEo2b8Y2b6bXkUdz2OHd4w4rFgUFBQy6bjAXDzifzZtL6NP3ZDp02D3usGKzfv06Zk6byhUDfx93KLG4atgoHr71HOoX5PP5wq8YcMPjcYeUNUmczU5RnnWV9CzQEXgMeKT0KprwtRlm1mVbx65YW1JzTwdnWcP6+XGHkBhLvvk27hASY49ev4k7hMRY9/bd1c6u85Z/m3HO2alwu5xk86hb0GPN7KTUDZIOMLPpFSVn55zLtbzkNaAjP0l4maS2pSuSugF/j7hO55yrguR1QkedoC8EnpO0g6RjgbuAYyOu0znnKi2Jw+wi7eIws+mSLgdeAdYDR5rZ0ijrdM65qkhgD0c0CVrSWPjOFQ6NgK+BhyRhZidGUa9zzlVVEq+/iqoF/aeIynXOuUgk8QrZSBK0mf0bQNIuwCIzWx+uNwSKoqjTOeeqI3npOfqThKOAzSnrJeE255xLlDp3khAoMLMNpStmtkFS/YjrdM65SkvilYRRt6CXStpyQlBSb+CriOt0zrnKS94w6Mhb0BcBIyXdE67PJ5iTwznnEiV57efox0H/FzhYUmOCeT9q4BRXzrm6IK+ujOIoJakZcANweLj+b+AmM/s6ynqdc66yEpifI++D/juwCvh5uHwDPBxxnc45VytE3Qe9m5mdnLI+RNLsiOt0zrlKq4st6HWSDitdkdQVWBdxnc45V2mqxH+5EnUL+mJgRNgXLWA5wZ1UnHMuUZLYgo56FMdsoJOkpuGmtcBpwLtR1uucc5WVxAQdSReHpKaSBkm6W9KRBCcKfwF8RnCy0DnnEqUudXE8BqwApgIXANcA9YE+YavaOecSJYkt6KgS9K5mti+ApAcJLu/eyS9Ucc4lVTbzs6SjCe4glQ88aGZDq1JOVKM4NpY+MbMSYK4nZ+dcomVpLg5J+cA9wDHAXsAZkvaqSkhRtaA7SfomfC6gYbguwMys6bYPdc653Mvipd4HAp+Z2f8AJP0D6A18UNmCopqwP7+6ZbRolJ+IHiFJA8xseNxxJEESPoudCreLs/otkvBZrHv77jir3yIJn0U2NCjIvJdD0gBgQMqm4SmfQVuCieFKLQAOqkpMUV+oUhsMSL9LneGfxVb+WWxV5z4LMxtuZl1SltQ/UOUleitnW1qeoJ1zLrsWAO1S1ncEvqxKQZ6gnXMuu6YDu0vaJbyD1OnAmKoUFPWl3rVBje9byyL/LLbyz2Ir/yxSmNkmSZcCLxMMs/u7mb1flbJkVqWuEeeccxHzLg7nnEsoT9DOOZdQtTpBS+orySR1rOLxkyV1qcT+O0uaEz7vLOnYqtQbB0klkmZLel/SO5KukpQXvtZF0l+2cVyNep+lJBVJekLS/yTNlDRVUt+444pTyndgjqSxkppXoYzukl6IILw6qVYnaOAMYArBWdRc6wzUpMS1zsw6m9newJEEsd8AYGYzzOzysgdIKqDmvU8kCXgOeM3MdjWz/Qm+IzuW2a+unUQv/Q7sQzB3+yVxB1TX1doEHd5JvCtwHmGCltRG0msprYSfhttXS7pD0ixJEyW1SinqVEnTJH2Ssv/Okl4P958l6dAyddcHbgJOC+s6LRfvOVvMbAnBxQeXKrClVSTpRknDJb0CPErNfJ89gQ1m9rfSDWb2hZn9VdI5kkZJGgu8Iqlx+J2YJek9Sb0BJG0vaVz4a2NO6XuXNFTSB5LelfQnSU0kzZVUL3y9qaTPS9cTbCrBFXGlv5L+E76n0ZJahNs7SPpX+BnMkrRbagGSDpD0tqTzJI1O2X6kpGdz+m5qKjOrlQtwFvBQ+PxNYD/gN8B14bZ8oEn43IAzw+eDgbvD55OBO8LnxwL/Cp83AhqEz3cHZoTPdwbmhM/PKS2nJizA6nK2rQCKgO7AC+G2G4GZQMOa+D7DmC8H/m8br51DcKFBYbheADQNn/+AYE5zAScDD6Qc1wwoBD5m6+io5uHjwwRT7ULwh++OuD+Dir4D4b+NUcDR4fq7QLfw+U3AneHzt4C+4fMG4b+L7sALwKHh92Sn8PP6CGgV7vsEcELc77cmLLW2BU3QvfGP8Pk/wvXpwLmSbgT2ta0z7G0GngqfPw4cllJO6V/6mQQJGKAe8ICk9wi+yFWaqaoG2NbcBGPMrNbcW1LSPWErcHq4aYKZLS99GbhV0rvAvwhalUXAe8ARkoZJ+qmZfU1w1/r1wIOSTiK4gxDAg8C54fNzSe6d7RsquKnzMoI/NhMU3K6uuZn9O9xnBHC4pCZAWzMbDWBm682s9P3uSTA2+gQzm2dBVn4MOCvs1z4EeClXb6omq5UJWlJLgp+xD0r6HPgtwa22XgcOBxYCj0n6xTaKSB0c/m34WMLWC3uuBIqBTkAXgpsR1CqSdiV4z0vKeXlNjsPJtvcJflEBYGaXAL2A0q6t1Pd3Zrh9fzPrTPD/vYGZfQLsT5Co/yhpsJltIpjJ7J9AH2B8WP4bwM6SugH5ZjYnurdWLevC99ie4DtdUR90RRMLLSL4Q/WTlG0PE/yqPQMYFX5WLo1amaCBU4BHzay9me1sZu2AuQTJeYmZPQA8xNZ/pHnhMQD9CE4sVqQZsMjMNgNnE/wkLGsV0KR6byMeYR/83wi6LtJdyVQT3+erQANJF6dsa7SNfZsRfGc2SupBkLyQ9ENgrZk9DvwJ2C8879HMzF4EriA4gVrqUeBJktt63iL8NXA5cDXBr4AVpedfCL7v/zazb4AFkvoASNpOUulnuBI4juCXR/ewzC8J5qO4HngkF++jNqitCfoMYHSZbf8k+GLMlvQ2QR/iXeFra4C9Jc0kaHnflKb8e4H+kv4D/IjyW5STgL1q0MmzhmGs7xP8lH8FGJLBcTXtfRL+0ekDdAtP4E0j+Ok+sJzdRwJdJM0gaE1/FG7fF5gWdglcB9xM8IfqhbA75N8Ev7RSy2lBkKQTz8zeBt4hOMHeH7g9fF+d2frv42zg8nD7m8AOKccXAycA90gqnWpzJDDfzCo9L3Jd5Zd6E4ziMLPGccfhai9JpwC9zezsuGOJi6S7gbfN7KG4Y6kp6to4T+dyTtJfCW5/VKPGi2dT+Ot0DcFIKpchb0E751xC1dY+aOecq/E8QTvnXEJ5gnbOuYTyBO0qpO/OcDYqZaxrVcp6JBzNgKQHJW3zCsxw/o9Dt/V6Bcd9LukHmW4vs8/qStZ1o6SrKxujc5nyBO3SSZ3hbANwUeqLksq7SCctMzs/zXjY7gTzOThXZ3mCdpXxOtAhbN1OkvQE8J6kfEm3S5oeznh2IQTTekq6O5zdbRzQurQgpcy1LenocDa0dxTMHLczwR+CK8PW+08ltZL0z7CO6ZK6hse2lPRKOGva/VR8CXJp3c8pmAP6fUkDyrz2vVkNJe0maXx4zOuq4vzizlWWj4N2GVEwN/IxhPNLEMw5sY+ZzQ2T3NdmdoCk7YA3FExH+hNgD4Kr7oqAD4C/lym3FfAAcHhYVqGZLZf0N4LZ1f4U7vcEwQx0UyTtRHBDzj0J5qyeYmY3STqOYLa4dH4Z1tEQmC7pn2a2DNgemGVmv5E0OCz7UoKJfy4ys0/Dq+LuJbji1LlIeYJ26ZTOcAZBC/ohgq6HaWY2N9x+FPDj0v5lgvkrdieY++RJMysBvpT0ajnlH0wwcf5cgJRZ5Mo6guCS8tL1puGMaocDJ4XHjpO0IoP3dLm23j2lXRjrMr4/q+Gz4fwahwKjUureLoM6nKs2T9AundIZzrYIE1Xq/CMCLjOzl8vsdyzfnRmwPMpgHwi64w4pO81pGEvGV1uFk/ccEZa1VtJkgrmMy2NhvSvLfgbO5YL3QbtseBm4WFvvGvIjSdsDrwGnh33UbYAe5Rw7lWDSol3CYwvD7WVnyXuFoLuBcL/O4dPXCCYxQtIxBBMSVaQZsCJMzh0JWvClvjerYThr21xJp4Z1SFKnNHU4lxWeoF02PEjQvzxLwU1z7yf4dTYa+JRgzuT7CGZ4+w4zW0rQb/yspHfY2sUwFuhbepKQYPrLLuFJyA/YOppkCMEE8rMIulrmpYl1PFAQzsD2B+A/Ka9ta1bDM4HzwvjeB3pn8Jk4V20+F4dzziWUt6Cdcy6hPEE751xCeYJ2zrmE8gTtnHMJ5QnaOecSyhO0c84llCdo55xLqP8Hy+pCJwlw2D4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "\"\"\"\n", + "Cell Purpose: Create confusion matrix for results\n", + "\"\"\"\n", + "\n", + "#Generate and configure confusion matrix\n", + "confusion_matrix = metrics.confusion_matrix(target_values, predicted_values)\n", + "labels = list(label_map.keys())\n", + "df_confusion_matrix = pd.DataFrame(confusion_matrix, index=labels, columns=labels)\n", + "fig = plt.figure()\n", + "res = sns.heatmap(df_confusion_matrix, annot=True, cmap='Blues')\n", + "\n", + "plt.title(\"Confusion Matrix\")\n", + "plt.ylabel('True label')\n", + "plt.xlabel('Predicted label')\n", + "\n", + "plt.show()\n", + "plt.close()" + ] + } + ], + "metadata": { + "interpreter": { + "hash": "0ba8f08b784b7e67edf2cffa16fb978c43f2330bd47da969bc2ffbc904ee1fee" + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 27d992e15fabf1793a2e2f952eefdf2006e019e3 Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:25:38 -0700 Subject: [PATCH 03/40] Create data_temp --- labs/terrainclassification/Dataset/data_temp | 1 + 1 file changed, 1 insertion(+) create mode 100644 labs/terrainclassification/Dataset/data_temp diff --git a/labs/terrainclassification/Dataset/data_temp b/labs/terrainclassification/Dataset/data_temp new file mode 100644 index 0000000..38247f3 --- /dev/null +++ b/labs/terrainclassification/Dataset/data_temp @@ -0,0 +1 @@ +data_temp From cf3999f50b9bd28a8973a50b2b331f3ceaed1734 Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:26:35 -0700 Subject: [PATCH 04/40] Create train_temp --- labs/terrainclassification/Dataset/Train/train_temp | 1 + 1 file changed, 1 insertion(+) create mode 100644 labs/terrainclassification/Dataset/Train/train_temp diff --git a/labs/terrainclassification/Dataset/Train/train_temp b/labs/terrainclassification/Dataset/Train/train_temp new file mode 100644 index 0000000..9e4a06a --- /dev/null +++ b/labs/terrainclassification/Dataset/Train/train_temp @@ -0,0 +1 @@ +train_temp From 6d3b9addaeb90f88d4262a03cc4881ecbc2ad295 Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:27:31 -0700 Subject: [PATCH 05/40] Create asphalt_temp --- labs/terrainclassification/Dataset/Train/Asphalt/asphalt_temp | 1 + 1 file changed, 1 insertion(+) create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_temp diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_temp b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_temp new file mode 100644 index 0000000..e5307c0 --- /dev/null +++ b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_temp @@ -0,0 +1 @@ +asphalt_temp From cb6128fb54f6e2be35b75c9d165308f3a04491bc Mon Sep 17 00:00:00 2001 From: ArjunGupte1 <43100142+ArjunGupte1@users.noreply.github.com> Date: Wed, 15 Jun 2022 12:30:06 -0700 Subject: [PATCH 06/40] First Batch of Asphalt Images --- .../Dataset/Train/Asphalt/asphalt_0.jpg | Bin 0 -> 14364 bytes .../Dataset/Train/Asphalt/asphalt_1.jpg | Bin 0 -> 14360 bytes .../Dataset/Train/Asphalt/asphalt_10.jpg | Bin 0 -> 14257 bytes .../Dataset/Train/Asphalt/asphalt_11.jpg | Bin 0 -> 14056 bytes .../Dataset/Train/Asphalt/asphalt_12.jpg | Bin 0 -> 13845 bytes .../Dataset/Train/Asphalt/asphalt_13.jpg | Bin 0 -> 14349 bytes .../Dataset/Train/Asphalt/asphalt_14.jpg | Bin 0 -> 13403 bytes .../Dataset/Train/Asphalt/asphalt_15.jpg | Bin 0 -> 12457 bytes .../Dataset/Train/Asphalt/asphalt_16.jpg | Bin 0 -> 13419 bytes .../Dataset/Train/Asphalt/asphalt_17.jpg | Bin 0 -> 13212 bytes .../Dataset/Train/Asphalt/asphalt_18.jpg | Bin 0 -> 12371 bytes .../Dataset/Train/Asphalt/asphalt_19.jpg | Bin 0 -> 13351 bytes .../Dataset/Train/Asphalt/asphalt_2.jpg | Bin 0 -> 14354 bytes .../Dataset/Train/Asphalt/asphalt_20.jpg | Bin 0 -> 13857 bytes .../Dataset/Train/Asphalt/asphalt_21.jpg | Bin 0 -> 15216 bytes .../Dataset/Train/Asphalt/asphalt_22.jpg | Bin 0 -> 13179 bytes .../Dataset/Train/Asphalt/asphalt_23.jpg | Bin 0 -> 13611 bytes .../Dataset/Train/Asphalt/asphalt_24.jpg | Bin 0 -> 15216 bytes .../Dataset/Train/Asphalt/asphalt_25.jpg | Bin 0 -> 14721 bytes .../Dataset/Train/Asphalt/asphalt_26.jpg | Bin 0 -> 12335 bytes .../Dataset/Train/Asphalt/asphalt_27.jpg | Bin 0 -> 13921 bytes .../Dataset/Train/Asphalt/asphalt_28.jpg | Bin 0 -> 14244 bytes .../Dataset/Train/Asphalt/asphalt_29.jpg | Bin 0 -> 14717 bytes .../Dataset/Train/Asphalt/asphalt_3.jpg | Bin 0 -> 14352 bytes .../Dataset/Train/Asphalt/asphalt_30.jpg | Bin 0 -> 14107 bytes .../Dataset/Train/Asphalt/asphalt_31.jpg | Bin 0 -> 15823 bytes .../Dataset/Train/Asphalt/asphalt_32.jpg | Bin 0 -> 14769 bytes .../Dataset/Train/Asphalt/asphalt_33.jpg | Bin 0 -> 17863 bytes .../Dataset/Train/Asphalt/asphalt_34.jpg | Bin 0 -> 13158 bytes .../Dataset/Train/Asphalt/asphalt_35.jpg | Bin 0 -> 15051 bytes .../Dataset/Train/Asphalt/asphalt_36.jpg | Bin 0 -> 18819 bytes .../Dataset/Train/Asphalt/asphalt_37.jpg | Bin 0 -> 14906 bytes .../Dataset/Train/Asphalt/asphalt_38.jpg | Bin 0 -> 16298 bytes .../Dataset/Train/Asphalt/asphalt_39.jpg | Bin 0 -> 15896 bytes .../Dataset/Train/Asphalt/asphalt_4.jpg | Bin 0 -> 14345 bytes .../Dataset/Train/Asphalt/asphalt_40.jpg | Bin 0 -> 17801 bytes .../Dataset/Train/Asphalt/asphalt_41.jpg | Bin 0 -> 18593 bytes .../Dataset/Train/Asphalt/asphalt_42.jpg | Bin 0 -> 13001 bytes .../Dataset/Train/Asphalt/asphalt_43.jpg | Bin 0 -> 13363 bytes .../Dataset/Train/Asphalt/asphalt_44.jpg | Bin 0 -> 11501 bytes .../Dataset/Train/Asphalt/asphalt_45.jpg | Bin 0 -> 14391 bytes .../Dataset/Train/Asphalt/asphalt_46.jpg | Bin 0 -> 13120 bytes .../Dataset/Train/Asphalt/asphalt_47.jpg | Bin 0 -> 10909 bytes .../Dataset/Train/Asphalt/asphalt_48.jpg | Bin 0 -> 10147 bytes .../Dataset/Train/Asphalt/asphalt_49.jpg | Bin 0 -> 11134 bytes .../Dataset/Train/Asphalt/asphalt_5.jpg | Bin 0 -> 14367 bytes .../Dataset/Train/Asphalt/asphalt_50.jpg | Bin 0 -> 11142 bytes .../Dataset/Train/Asphalt/asphalt_51.jpg | Bin 0 -> 12325 bytes .../Dataset/Train/Asphalt/asphalt_52.jpg | Bin 0 -> 11371 bytes .../Dataset/Train/Asphalt/asphalt_53.jpg | Bin 0 -> 11234 bytes .../Dataset/Train/Asphalt/asphalt_54.jpg | Bin 0 -> 12641 bytes .../Dataset/Train/Asphalt/asphalt_55.jpg | Bin 0 -> 14377 bytes .../Dataset/Train/Asphalt/asphalt_56.jpg | Bin 0 -> 14455 bytes .../Dataset/Train/Asphalt/asphalt_57.jpg | Bin 0 -> 10677 bytes .../Dataset/Train/Asphalt/asphalt_58.jpg | Bin 0 -> 12011 bytes .../Dataset/Train/Asphalt/asphalt_59.jpg | Bin 0 -> 13789 bytes .../Dataset/Train/Asphalt/asphalt_6.jpg | Bin 0 -> 14599 bytes .../Dataset/Train/Asphalt/asphalt_60.jpg | Bin 0 -> 13789 bytes .../Dataset/Train/Asphalt/asphalt_61.jpg | Bin 0 -> 14480 bytes .../Dataset/Train/Asphalt/asphalt_62.jpg | Bin 0 -> 15096 bytes .../Dataset/Train/Asphalt/asphalt_63.jpg | Bin 0 -> 13032 bytes .../Dataset/Train/Asphalt/asphalt_64.jpg | Bin 0 -> 14296 bytes .../Dataset/Train/Asphalt/asphalt_65.jpg | Bin 0 -> 17807 bytes .../Dataset/Train/Asphalt/asphalt_66.jpg | Bin 0 -> 13210 bytes .../Dataset/Train/Asphalt/asphalt_67.jpg | Bin 0 -> 12970 bytes .../Dataset/Train/Asphalt/asphalt_68.jpg | Bin 0 -> 14186 bytes .../Dataset/Train/Asphalt/asphalt_69.jpg | Bin 0 -> 17104 bytes .../Dataset/Train/Asphalt/asphalt_7.jpg | Bin 0 -> 15593 bytes .../Dataset/Train/Asphalt/asphalt_70.jpg | Bin 0 -> 23042 bytes .../Dataset/Train/Asphalt/asphalt_71.jpg | Bin 0 -> 13616 bytes .../Dataset/Train/Asphalt/asphalt_72.jpg | Bin 0 -> 15209 bytes .../Dataset/Train/Asphalt/asphalt_73.jpg | Bin 0 -> 15925 bytes .../Dataset/Train/Asphalt/asphalt_74.jpg | Bin 0 -> 14997 bytes .../Dataset/Train/Asphalt/asphalt_75.jpg | Bin 0 -> 16206 bytes .../Dataset/Train/Asphalt/asphalt_76.jpg | Bin 0 -> 15393 bytes .../Dataset/Train/Asphalt/asphalt_77.jpg | Bin 0 -> 15178 bytes .../Dataset/Train/Asphalt/asphalt_78.jpg | Bin 0 -> 16124 bytes .../Dataset/Train/Asphalt/asphalt_79.jpg | Bin 0 -> 16527 bytes .../Dataset/Train/Asphalt/asphalt_8.jpg | Bin 0 -> 15030 bytes .../Dataset/Train/Asphalt/asphalt_80.jpg | Bin 0 -> 15130 bytes .../Dataset/Train/Asphalt/asphalt_81.jpg | Bin 0 -> 12959 bytes .../Dataset/Train/Asphalt/asphalt_82.jpg | Bin 0 -> 11965 bytes .../Dataset/Train/Asphalt/asphalt_83.jpg | Bin 0 -> 12961 bytes .../Dataset/Train/Asphalt/asphalt_84.jpg | Bin 0 -> 15415 bytes .../Dataset/Train/Asphalt/asphalt_85.jpg | Bin 0 -> 18804 bytes .../Dataset/Train/Asphalt/asphalt_86.jpg | Bin 0 -> 18578 bytes .../Dataset/Train/Asphalt/asphalt_87.jpg | Bin 0 -> 19094 bytes .../Dataset/Train/Asphalt/asphalt_88.jpg | Bin 0 -> 14405 bytes .../Dataset/Train/Asphalt/asphalt_89.jpg | Bin 0 -> 14610 bytes .../Dataset/Train/Asphalt/asphalt_9.jpg | Bin 0 -> 15077 bytes .../Dataset/Train/Asphalt/asphalt_90.jpg | Bin 0 -> 14662 bytes .../Dataset/Train/Asphalt/asphalt_91.jpg | Bin 0 -> 14817 bytes .../Dataset/Train/Asphalt/asphalt_92.jpg | Bin 0 -> 14701 bytes .../Dataset/Train/Asphalt/asphalt_93.jpg | Bin 0 -> 16436 bytes .../Dataset/Train/Asphalt/asphalt_94.jpg | Bin 0 -> 14828 bytes .../Dataset/Train/Asphalt/asphalt_95.jpg | Bin 0 -> 12369 bytes .../Dataset/Train/Asphalt/asphalt_96.jpg | Bin 0 -> 12095 bytes .../Dataset/Train/Asphalt/asphalt_97.jpg | Bin 0 -> 14163 bytes .../Dataset/Train/Asphalt/asphalt_98.jpg | Bin 0 -> 12483 bytes 99 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_0.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_1.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_10.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_11.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_12.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_13.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_14.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_15.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_16.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_17.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_18.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_19.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_2.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_20.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_21.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_22.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_23.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_24.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_25.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_26.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_27.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_28.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_29.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_3.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_30.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_31.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_32.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_33.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_34.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_35.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_36.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_37.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_38.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_39.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_4.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_40.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_41.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_42.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_43.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_44.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_45.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_46.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_47.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_48.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_49.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_5.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_50.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_51.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_52.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_53.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_54.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_55.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_56.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_57.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_58.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_59.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_6.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_60.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_61.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_62.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_63.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_64.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_65.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_66.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_67.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_68.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_69.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_7.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_70.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_71.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_72.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_73.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_74.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_75.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_76.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_77.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_78.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_79.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_8.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_80.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_81.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_82.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_83.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_84.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_85.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_86.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_87.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_88.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_89.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_9.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_90.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_91.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_92.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_93.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_94.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_95.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_96.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_97.jpg create mode 100644 labs/terrainclassification/Dataset/Train/Asphalt/asphalt_98.jpg diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_0.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99492c6d30ff063cdb7c5be8e46d664dbd5f42e2 GIT binary patch literal 14364 zcmbWdbzGBg-#31a?i?j0z0omBVu+5e4WtA`Kwu)RARukd!GM9_5Q#BSDPxqPB1%e* zQZVUON*aDAey{7k?)!P&fBc>YUxU-*{N(X@f8spO9eg_Y0q|IvS(*V52mnC9f55>g zZ~|aqVq#`uWMO7zW@TkzDKRO{|LdQFMu3+EVnUZl50M7wcp>z> zkb@6^BxoliFF5g85tQEKmo7&}U5SoKxpw`=&0Du|nZ&H@yE(b{NX6t5%EQt} zkDok$L9MQ-t*d|8^!`J0OKV$u2d#f#aA^3`=aHXd;}erp(=)Sk%PXsE>wh*jx3&-c zf&ldYxCQ?H$FcvzFJ90uItB)M2IfP*AaqgShn|;#QA&e}?>L(ITo}K!W)ch3G^6O* zJ60Jj%x?kj@IE#{S;SAdL3~5iqYw1xY=r5W&AZo>Z1QL8||;jw(1>}!AYCPn> zQCqH>nejy7p5e_&`{Q$gxpm8eWwJ#TQzyCJAB8D0U-fmeDzGw1)#AoP7^8S*g%EJ&fO`cHu6U1L>>xxg#AG4L|t3lV4el{B! znmTC!`|Nm;@-MA%Sr>lP+x&D0j)#T(Mu+B2=ARU@W5Pa|fYPDQ;=^{gg7x|00f zuAn_T|NiAqnnIt3w0ly?FR59lM-4ADR&E3*0LYelrLwk(YqbnM!&^h)WkIRutha7! z+nSBd{hZFYF})PaecYCsw-HnydON8#<_TU7;&HX^2gdr+(mMfOxq&JgZgzqARiw z46^mVfIk`lLhwJ}So|+=Q2z}MP{Kdph@^q21hE7rtmk2RI@a<0Px3>UfC~SGrN89= z0x>Az5IN#mV2ooA*FdaS>-1bW1p8q^|HmA7BsvTVYB|i3mdR`oyX7Db4U*1+Xm9Dz zL5C`Vxc-ZFwjJ2Y+&@cOm!dEG9D-ZmU-UwBZ#rzV{r@h3!pcD&A-b9lom2UTcz6D6 z)^nly5b$i@&Q?pDt#&)aJY$F|LG>TX+8py7=g3o>E{-Wyi4D0}?yq<;{(bsyXk_ ztG|byGE_N#>~$*HdMoXY!eq2tK z8fk;^bF7m2*X~bC47@9)mI!t1Q>!GB!oS{qEcd#@bHroIg-y?h@W|*^mG$qc+dqe; z1p5or98$wOLK#waKJEo}NZPHuc(yv5fup@R;r+~3G(%Cmts~lT(Y>YO)_o`;aAjs? zzUy@BNXJJ}f!dKmCX@Tf`f2@b7oVR60-raNuBPndO?WhzlVh^iB_Hhtx(?#=@!~qE z1*$n8%ZxoGJU!c#qA$JibOYtg)Cn}aJgZs`g5(kya8I=y=d0lV?B+I4 z>PuC|vuYzbAOC=Y)N)XbWs^IYt@uIzkK~UabU=c)7hX*Efjppw zSBgC#R8Wl-leDeN{-C@=Wp6JSzI*{L{M81c%l*)ZDZ0O)YIte*(xcHCT$vlrG3(Gz ztN=v~R%BiLL(cujHn8^p_iJ)4$09YTO!RNPeKVpnn0km{7qH$w`wQTmfX|E0I)_<# z*1uZR=*howt9fVo#l`j)mQ~~m;dBQ^rb^7hh}vDO)9VxIUBw_Os~US`cL9) zU2fSVHqTz{@qhRf%XE^+WxB(i5OdE7?c!rK@kVOdFb1vjr%3MQFJe<%+;8QIE5$|^Abc~&1ox&AAK1DUH ze4XPJ35N)<*0A{BT~Yk8rax6Na=M)11x$8>BI*M<6)izsdCnvJ+ql}Y#;9##MD*zR zw?f}rV$ZadOCO+2J{uW0Zl#EwKSf|;G<)%8tgf{PI(aivPrCGUI9CkG{ix^>b>g)C znR*KL4u>ir9)?*|G>AVXk`n&o0X*WQ>MfF~hi|%p(?_^R>IahGXGo8>v^3n1pLDg2 z-$dlIE`O^Pq4Sen`0)i!8w;6$Gm8BDnR<;IMWclVJk(kyzhd7K8W^iwWs-uSFa7;7ZT{DyXF|?dWB4VupKrXvxk8Uu zIsCqv=KUs3iSyL%t7j`ET}|z?#7_snv2Ow)WcB+hPYjTU*cOFfeK|CBKIHHkZ1P}O z5Al)$vI1f40O0;|`ee2$<@1(OZtPK7;@0n$)BcHz$TQty;i}O^;ic34#CQNMur_v1A3LXp^!x%l}S5ux7D$-YVeS5@rUEV7vuZ z^nB6V-j+~x7l%g8Y{Tu8Hsh88oT^yKX?P?XQNTIQls1wejZJQ+>aZAbh3yh1QLP>A zHEcRgxnyXi7+D9W)4yy6s|&}2NkfEs-?<6@*|jX=U?y!lqmk}*6S?`TfAwKPQ}-*$ z7&FJE`JR0PkLzoXV|h;Bak}q&pO}0soa?yAel~-_zOQ4b&$$$6rt)n9*{^uo{hG?- z(S)Y;+n{Nt=)q&RBM)5bX z6MogJ)+CSuaiwWD*=mkGCCx9!e$z_L-Xes>h?_K6iV{3mlxv8Ni9tmbY%d%DKhX+z zs@zR)jBLd_L`>D__iQ?M2XqN?aujS@2k(AYeix&sAn(#_b=5Zdfpmk+aMy*tE|KDQ zMFa)hlDIHJ*Dn9vy{FMn&W`jhL8$lX2Y&UeRpuf5h^ZSAH;-v6g=->;&7U0r^Nwbv z7neF-TK-s+%cCzeey~pS%Rz+SxT&D}I8elMMB?~SK@N4zux^yGkzM;Jy@iQg^ePkb zZi3ZZgjv8O{k12K9r~| zN@yt}x(|57|FXG(#OiA7CKINu+8FkS`rkjvS5EzYY3ZzK0>wgGiN9boTL;n-rM5YU zte)o=V<|e3CTQTXx;gb+Ra?JJ_VvO&ku8-!_=HB2R(IvZ8Q(!F)hx0l>9eU+nsn4gi0TWBkc9K8p>d_C3Y>Ii#2RuFAL06t)I`+SSyu z>Jv}~PM^V!^AtgzHL-8MEwT1*|pZIrx|+tV{D5{`Sujt{ls( zRfap91Cg6MvdslmORI$8?F7Y?1)+k~S>)ahqWD*Dkj!we+ z!Q7s@*RqJY)U%P_eC5-#hW4(C)}JD!D*2!Eb#f#(Kp0;~>zF?`AJ5lxW+OFRdj@c8 zJh$)HK6lmAcXRYf$7j7UbHf85J+S$D*4{!Tq0eGJ>#a||_!$Gy!j5oVRrAT3#OFrU zS8an^Q>`2ifS@B3&&$H;+6rxR#=QwG4d;TjZO&B$6J+nc_ucVIX8yr!^%ff&CfNT6 zPM>CZ#my}K30LeN==-eoc%=WBqMQ!(+8+&$<`&siR!Y z=TtS8oDKku2iZl~a?g(h`8mww)7uRb1sfI!w$|c*^C1uU2#X>I!1UDg{(kM|@X?V6 zWd0z{$(z3$Ou`5uO(kb}&zN@(DZU?ML2r|k!3V5Gk+=UMrX^sz4z(jUmfyD2Pb`bM z(Vf;OBEP=(*>b*KNe;Qv?9CT^rm)mXWlHG?=VObGQIg%Pg&UB0nkPh z{TRIOKY?wL+H2l@{1E(I^3(Ap`>l|QSND+eCAve`cx>)(Gf~tDTNBiNp*_vB-9;@` zIbVdtv|&&{H3Sd?IVSv)#GpkgJXHm(@m9zen&Q|5Uu) z-TRjCeHIDs(CLJ&orVM8EiEC{Dd6qwx8i`t10W}X_9CMERa~d)g@j;*-F=XF`T#g` zc5(0kC>VXavwZ-JyOuvXHd@d@Hg-J#?kenWY3Eg)irhs-#O{QF^XZNsS$dFo$nM?esF&&lAe!0Gj`|v zkNc9p)48{HUmXB%zV8N-wi4dJk4t{r3)o)RO`hl?&n~D3IZAwnrkw0|p*$gM@`6sj zMa9&hcuu>Gx(BaFv({yX+Ux6=iIf!Qa&?J3r1jEG;b~}-|9;I*^619~KqAbrutLTz zRVeVSIb84vhFdQd_|Xk_|&jWVyM+{jnEQ%h_*FpLSE2 z#pl=WaY}uf1^dsqJ?^r8_BHpbVLZ`(SAY1YI9NXktmV?UEM{S+j?>$<6=E0fzQC$h z;cdF&(NuQdx2}?P=#NWRbJxU^j}K(&Wzxv{a{+0fq3)e8);q81?su8E&QC3?W;5@; zR?eNDO#SraX7e+B>5-;_HaB58sSEc?-n)++WrtVg6l`&GMMI^Pv@zM{7b=^5qsU{Pt$Xy+V8)m3 z!jODRudq)KfbZ}31>VIoWyJ-&VwZV+_I4B?zU^y13zwu3_XUGm_vps|(koqK{+1(C zkIWW2=Npyq`^CcppwJ^>V-r+t7caAQd#5ZQyGJ;?V|BqqX03glem>neh)s^o>03Ru2o~A zwLVR{w{+w@opmhcJ+cAA`=)_MYZDzQXymxh_rUZ{*ek=-Rzm-Uacj6GByDk42Dpsu&TsaqzT+`y zW_=nZJuL&IfWxO-?Xsqxe4xJr@;29x_Hc@#Ut^SQY)6J*P1vgvEh6f8f zH;rc$eCTHv|KPq!}ynY+?spFB`xQfWfaP z?Tao-whb0G;!`pf?H1^R$4=mAQ31zC@=@tN+QwY*3{7b-dTYbL!Cvm||gU zWbyd3nN#dvN1HdMQ{&5(dd?pke1Gxo?7e4SZ|#{px{(uU;g6PLkR)AASa^8ndfJj_ zg3YZTU*X2dFG`oQ@xjipiLA8TaqZg@_lr^TpETEy4c$ij1=nqAdLdbCkQqnL?Oujo zIH?t_1V$e(zjyZVve}-gkxC zhG{l0WK35g<_{(GS%2RADF%^^h+PHaaf(CTu!^@&t@76m-8F&hDphxXczkc1iI!GS zwx7@_sDRh^FMf*4Z2OoN_2oX;wZT{$2u%z>_>sG~xYAmPGTe{ecWRd!m^Rs9QnDCL z?|<{9z$Rv2yzJPx18Gc4#Fc!98rA|x4n4sPu=6QfOm`M6Lh7aEl~OjVR*Ky!+9goM zEkKLg$NSrVBq=V%NrVS(s(#q>-b-ICf7!674Up%p?>hj3IrKE5Je~xcF@hOJKAh;Q z>!sU=M$B50JaB-0Q_gP+gJWF@{qgZ?DdW$jUKk!2q-3gm#N$1aTS`vP@B0a7S8>;6 zH1$wo53+rBj(PCEF@y{&>?$cfzh3XR;NGCox_cp^brRVUx>&o(dgN93geLFoad2EHr z%WjxW2#vLwcxD88C3TR4mNk~m-rty3B;aYBcm|;n`djiG3PV+t^~cmB00QP z83TWqNaT2KX3y-yThLJy*{@Wym0MTlLr z=aK1zEZSVEdrZc6H+GvQnyuOqyR$%yA?w5BwRK*QW1A^x1wqRchOP=Hjz#nrJxhttVEN zV5Q1@!Yoiil5dt4x`Hs@t3CkOUU8An8yl8Aa($4f*E4Cup5;g4itd5>C2GxT*+w~u z__42RV?3QZ_)gfk5|-d06YyIN7WA^X+m&7>T8a_BTvz8uPU|^J-jkYOx>GReu~b4k z>)DXrtQ=qh;k9Fy*eqf8G_F4vlD>Lr7s(Z<6C(WCJpWN=Y=pUM~_;_Y0M<21Jv-P6R_j^x%RRy}p-jYtI@4b%f^ezbDagkQK68_pW zqji{c@8rDwn5uV>ZzTJ<*ma!_%h(_vy-%yyju!}2` zF7m!!hf$B%B83n`9m+a8tiwx^S$0jD0TVUlE39E58Lb}`4uCURR)oabT!v{S>iAme zG0pqhyX4O}p9A3d6I#V9j@KW;kzQAeEqB9A1Ua~tvvwSFKi8^GVpw+TN~6noJ2xs5 zK6`VoR5~w(u_x2^{IqAaMDW3w8~ajrD#55CR`?dvfNEY@A(HXi-<-meabs=YlixU)u?9?E5lE@_quj&3jcVl)E@C{bC!>c%?I zKSRmSd5{1HcqGYWU~vG*vsHaRZ~Y1yyjDUVi6&GSL?QeiWC7jzU6QE=xL_?CfX_H< z?cVqf-poSwGP4A^=uz7SnYkJWc=$~5{bYNPKa5%CstlpgD?S?Fzbo;J+gQLtyZN3w@7b}2vICu5qx5MQyClx`hVnL?k=^JXJ%yxn&pT*ed(h|Aya{#*7m_9~DGE(AT9h zS6{y+I_%|12@j2@re3(sGot>QDS}p}{4D6BwWuV@xo5J=vO!2x!Vt0wd??tjrjuT2 z?cBF!I&<@v|8KDYn>@LdQ?A*^Tg>9La0RhdcjtT(yRC%HlOP5&{1$ny9I;l5})_WZTZ_8pBk@)|}H_7pcvoY2cG&d~$K%L*PlV zeE-S=i`IU;0|PclN^Ssnt@BiA`*P_P{~APSA3S|H67em^gHdFg=x`4_exTcbJ8r@s zm-=V-m*kl3NtF|3(AEa}rdQJv;}vEtX2K4SdmNY&JbHg9)@&$N3~2ernRvEubHaFV4ddox47Qiq0iVHy7;2UK=3YBY=`6` zp4JiPV^_m?Vq?-<1lS(e&PU$r<)8R)`YS=8>rwl=EVWmD4_As<>%J5rzp{PacLj&M zBKa4OJk>37ldrG~PhF#3wr=7m%C^_fenxm-HS5-X+0d$;gH|k2s1NK5@P4tgiM9yIB8bK;SfXizo5;Uc?q#nswI^fI%n3fO{zqDaf{x7`oJ(RaMEKSR?k zSw)9MW;Edpn2X;h-}LSXo0AGZ`cJ zGsvd%{@#dfc{E~MsXVDr;)i2$pEU_EO(fYSUMdaVfabk!1`vga2dcz-nV5yg_{Jj&bStd!81G!($@V#FQ1wJZWA|^NS=sxo`+>g(1_jaSJ|jN_C*8a^vssp{w@sprUiX}Yq+Q-re6Kzt_q zo{s%Jzr+-LvI+9mkAe1zGa*banjAi&xPsj%=#t>Ebw^?rXTb?thGG5Ljo?@2-{_~N z=eQ-ay-o+}l?l9| z&Fx+LGdJO=XsvA@fh(K%CyMX=kN6N?x6Uvg!Iv@LRHN+7J==JXR9M-sE7iH@AF}e5 zz54390T1t*d{NzyT4lt`@H=~-_R&sumhJk8YWm}8**ss_&*Vs4cUcGD;+%pPbP{}>#c~~= zv^5YRQ-mO7VlOWK`)Z1%wFP4fQ@C*!pT;|6BG~qioZY+I+Akn0CCg#?P8`~=ZUk3{ z(V1!t@NQz9yq@p%Z#v;-=5I7rtFu|1$moXGBN7v!@rX{Mxs{iJF*WZotoU6R_{^?{ z0k$!;BX$9h0l&P0Rh&C;X5bo|%@{GPSshxTn|=l1OY5c2nus8cJUx{*occMwPN`=K z<n-S0wm58dc{~&fsboog7BbNt7 z4ywqO%EF$jlC&3UzN@O%{)Rr@ZSTgb^3mAi}m9!kgq#c87Ik-M}+mXnZi6?29uo7b6C{;!PfkT_exC1b9H58zF zgU7Cb21*D|dswf(s_X z#dnD~Kr;@m8ONvs1@7;#>93O!{EH^6qW}p;X;v3S83aLrZ~1zZk6hs4vk zFt7#W&y3wonJjRlkt+cE-p*O^65q1yv5da25vT=mKC?$n-I5>>%YyPL|^!htt zG9sMG$b7dWsc*jdWa+-(NKpJ({48JC_G@t#3E?*o#mHm+)F;!E#mBiA#`X2{C$d^^e_fep^^aU4SltQLnlnR361@+6!!2uq9n;7&a z4HEXnfh)GJi+L!K%^k@G&cSNXECJ+%^?DW!2f4iGU?PUZElD?&uipWU1>#W}IU$JO0p9Wi; zDy)@;cYxq&&|-0eHXN#Q`=k4$Kvx z_2AbFs5ixDfWqk-*e(nK6gZl@gNUmmLpf+56`Bxp8JcJUBO@Yg7^d(?kVlw@NdWSQ z%~%$}(H4BCAenk}3dg`e!}OW7ti<+*Vt4y2flf>sClcxi83>!VrHBXc{OnSZgO#Wk z<6uBBn7A6&IM9-2dH8_;5D0av%W{A`BX~duU})$rKt<$F$y5#kK%+#!$iWKf^~i^r z!P+dwYYpy^4I1a};Xofxy>=vWL>&gnEiM3)1wzeQVAC++YzaUtu-P0UOQRXe;vs3p z2(2#xcighT%9zR#8G({F(<^B&WX6QeqQrV3Ym{9qrx*@!hu0S;ikn4P((t_y>rF@S z-897ZXkjlWpoYjrP{p<#=)AVUy~Rs_flC?5+3GV#0QYHAY2eEhI6R<`i8w-}80R$u zOeE|VG`=5FjPn5duoXP)c%cjbD(JW{8m0cM8wOb`+#ZNVFf{|#B(x1Pf(mS#U<+we z>0FeDtJeLm4@VsNfUd(o;3=ga5y5ZU1sD?%Uub^0Twl%N9>cXvxO%EZN_r}wKuHSt zUPsJkEC$s;*jDP(L`h^N+$qYgd;yTpCGwd$P{1FGHZuy~37fZW*1<6ugp$J!-!JV$ z{h=ucYND0L4!TP;09Z7E7RF-sp+FWD14hR2nPry>APhxkSdsuvx*UW9op*|53JQRN z`sCrZQpKPZpnH%o+h$eE5(L{%Ggxsh6FkpWZ>^-HMHfq9x3)$#ni$PSprDOtYg;Il z#e<}Y)j~<76%!Hn3Yo(!Nmg1mrqd&MZg(r2sU#d0R-DL95t%00QU4zAo^46wK%?XU z71-hay?XqfbRG)qvT=t91e|Rl ziu^JI;edrFupR3K7**ssg$wC%dSqxFxbG;a16_nQN~(|nfd&&Eis_H-g%D!64A9_& z$^;%ztJ_}ytQ_E6ZWP{rt9ZP2l=u!dEfwo2ga!@Mhp`2;}1f}N) zk1*kywYI$9XF*Sa&ssK%6f#0F{!rgu07aK$Om$$ml!Y0~Pdu?kR-oO*IfMQdCvsrC zb8zra3@xx`74UuT7Yv@w(R?V0m86B!AbCDaxY|>j4B-NV35JoJUKKgt&v7h=T{v1-f2) z0Xvu7BVB8IH$z!ZNm-NY#}d;E>ZU!H9pmZj?7T^Zl`75GZu&ESbnvHej#zx=;*I0d zq$_={kL2F?>Ct~Hr#s%}&FNWFAEK$=$io#LuswLPmg^+Cu21?|#@%S$jL(6plU~dl zJ`#hJM@%GV)lo}r0>VuGoqpvLzNsP1z-=X78W{gMsXJi4cpPt~fK{Yfoy`Mn*(~)% z9rgeRgJ=epbfU>MN?{+#>nP$i7FMDWP(nr| zy2D|mp@NxU?FC!G;c*xl8dP80l`-u+c z0L~mJH7hHyw!!|^Q93+r9V`J^U`Yqda2mKsl*XMHN))`GC@AI_=A!(AF{Spn+aT$h zsF>r$*R1Tq^tcHBDt8~9aXiF&HD)+{)>9BAUL1OYwu%M~UA|+!gYS zo)%?%VO`#@&X-yJe$*{0yEAl7Y&eoPFydG;*b?c80^fYa54+p4$+f8*CL&^+NtYt0 zw`zHKSY#^?*4ny+?E1M7$LvP)TfLL+LiScOZ9ZsBKGu54Z9vy za{TUr)~Oyo6xA>Hr?TMm8CFX8UJcCI4zF64*EbY(+At9*BiZ?~DS=OAFLxH*djn zZM&}pEH>V`tX8bWI0mRU*lbHET@1Y%FmeU75w2H^a{;=zVx$OUI8M(7PNTfy4qZsi4YM9E{Z zj2|fA?7%jL@yQbZqdZyEmj>&qh;94sqW_FAvT>rWPgL;M@*&0WsPU zcNjnh0}%jBV0^cG^(kYCJidQQ(HR!DfTX)Vf-RimDOC4-sP?6aRH3kmBxggK<=DL- z{w-lAotClh8e%fWF3}`XNiX|u zkTn${NwP07ez$tPKi}VX`Q!Wfj>jynIoG+)InU=g=eq8D_DA+V1Dr;BhI#-50ss*3 z57-|E&H~Jgj7*FS%uGy7hYm5bupth!v9hx99p&Oc2=R*u3-JpIiXNAj5*3$~5EMkJ zp=1>l(P*@Yl!lhN(rI~Rw9-vLLMAsA>l3?dFd zk3e8YAp1>#2xun*zs68AwUMI=9AmN-+@$c^j&bzIrmH}Vk6F&t4P8r>VK6wXMB_HZVB!VR&S8?90^j*O}S5Z}Z=mS60{7H#WDn zcMkl50I{y%y4Uyl6`zs3MI7z6|lb_CD?7JT%i z9jKm_W^=h%f+B9QU>y4{7U4`8*Bg_EUvh6Yu1WRefu6?w83AGuo+YaNHQ^G?y#LF) zuKlNZh>%TSdM~5tK@vrj#Ne6AQ5FYG4j`JjY0{S(Xo`yB?REY4H z>R>iLpbvftA268hK8`uENcoRQ{0qr3hyR1fgN^>01NVSLPXQ0mbrLf;P%v&>6D|(E z{I@>*Q4{MaKbCn_015hD@8OVEkAw>S=R+ZAUcLLcrSF3pnrBH(e@$!zJ2*6sSMB!} zA2+Ni{1atO_i-!FKXLzSQ2yt$HSsT0$3P)5P#_x&V=d<*+0zvC*#4X*UUl&Ifr9`2 zJLZ7?|DQ^5hGqmKxZH1d5Ys460qGE`C#btRK3%m#)zVvRRBw!2@x8O)efD|7)A7;f zH?8c4S|9rBCGiR?@V$b=A)it$z90W#kFS$?oI9pEd?auxC@{f8NS9 zoElVp6+L??aJ-Y@oxp`Pjh*E!nza>*mZDGkLB47ZE=B2jpi28uQe#;S`rZK=gZyKR zd`I?G`3`xw06yUSI4Z!>TNJb=&r<+d%lU)s2~JG2XAZEeE*jMXg*1_)R-if_s8HIC zl8pmRj2#Z?+W$Jykp~9tju>B4KAs69T}a&N5T?J#vu+l8&Cxz&QKu6?gs z{`7T*=JLofCJSAMpCc0A7<_qd<7G|eX5rT~zUBq>SbJ8Lqa3GB4Edufiu};Ga&X&X`14!n*YZ6KL(WPb=E^*0WM^(Z-v0vsQ!Op8YOcI|?@#LZ|`@J*PgL zHL5QA8Snc#&L+DVM%IMX>CxYOPjeO@Ir3RGc*u`bHGD^>rP@%XCbd|8WpSoi`=@?> zo}==2m-wsN0AzsrxWOn*G}dHc4Hv8TLpxZ1rP=NCn`WH)Zq!mR|d zrvSbt(`K{pq1?6m#ymIE+pi~mx2%;Ck~ECMn5 z%O6nZ;JEu=oglmaaFX&br4A~>U*7#ym1d9CO3RjR=}@(?m8}Hr`$J|h2mX?od&6>O zDE@$_wkzLOzJp?x-ZCJ;FB}k+Aq1S+^JnM=xw8zUJN8}0O#jT#WSnPYji zxB+N!$&tGB_S4>P*Bs)Wzkn_$FImd^bR&6Bt9d*u43rSK&!nY=tco;8H<%=(l}Ee3 zp*pHr1QW}hYGSJDIyo?!LoXhP!c)4G+lz6>j-~`^`JKtyf^i%Xq( zbuqmotx@n+*|3G??)V{%UbDg8ADh_>)eRLgPa}NSbIY`-Q$KsYH7m^Veg1u9!j`h- z()8%rovjlx7yVFG<}Ae^F?RQr zqx|a`y6E>#akbIKcdYkt1^2Yy_{u!{wM4ja7xNb9Ce!TD%Ni6^@>Ax*P;5W%DNp`M z2Vn=h1Au?(Ug`v~*LFCW`7ii+@|m6gqCX6R`tN9^e4>18#HG#+Q1~)9nFsnZb5TEY z(dPB5)34+iZptT~9IF6na?76OKf1rwa@T*OR?qLgNzgco4%RHs?k<0z6nKeejCW83bsRE`MFpp)*G0& zUI~RN;%~uErN|qtUBvus7__yW`EA=<^|}g?E?7?R0fV9f|AAr7fxG-uA?g1PR zGT<-D+hCzP;KwZV&wOx;DA?%ywqxe5>2$0J+vQ8+z1Mww=43>aWIf@6E?PZ72@^rX zj#{s8tFGuGB{dLaz@SZnDY>mu@dN$n=o2D++?uE^Zg}F(oW-2_@uX4Vf0CDS2tB^( zZ)o|MR<`dOIM?<8&MrAGiA$O-AyrLJX*cJ40>V%I9`>xRt7N^yWcF)1g!1lH!=k1< zlmjbNRz7ZaH2uwIyyKa}2RjgIZRsrc16ACQk}5sqEGsAIFm5UiH_LkD2Kb4Mlet%$ zjHu23(t!ncErx^&mA#7BvwSC-BF?6>7&abfj~bz$x4&DS=|l#moMA&PXbA~@aVlpnOC zR$Z={ZHx5eN6h@wV%k+zw@uC}AcQRys+?}MJuVyY=@<3sWvwn+WJ92BXWN|MR8HQ} zpRPUaCvFIO+tdk3=&NO#tB^xdFosTX=e?T%Oj|2oGydb2Uhq)Yrse5JaE%9yyqf@j z(1-?p;@kbE!gJwe3GI z_krdqfhoW7#04AYzT?)yZZAre6BZO;D~)6es`0hfml5fHw^s!@vPbgfjV4dOF)Lj9 zavF9`4bb7dT*V&npul}#&qMZozaU-v?HR`L_lB^0LOrO~*32i7 zc{S{Z+E4o=E*Ch+LE7uzcriEDdZeSblIFVWT$cQ#w))+Uo#O(lI6>>nNs%N4-rKEP zG!9`$0}4@d4Mr!jhe_C7q;wyH)@vX?l;2`HN=1n^HZu~hJwyzzhLj9i;k13??M%fjYC1C;G5;N!9k&m-b@=3bPFyY@9#p}Lc+B^q zdU&orH8&g8xjdAy)07Imcg@W^)W9?C+KN4$T4y07@cq@PGM<4#h;5+yw1_=DZMnpq z#5U4J9xR5fdrUi8h>57;>deX{(iit=VM(QBCGBjVzDE`v=XGiqT-y$x*OwMb_~8-6 zRea@|m{l%@NyL$u^qnpecX*?^P%rQ-U1e_NI?oFCO=)laNnp2P%VlSXXZ84}?7;U` zJ*TEejw%y0EG`NsO^W}box7?!EPO%p_BKb{j$77U(=Rr#TfS^@pIe6J%nJ2R9#=al z_PuLVYOUCWBUdbQWgl3uygDKqWV?Gj_XwOrZhL7)jr-)rJ`kh6eMf79fAt7FdX=pq zc^_bL6kASw-o15g7g_z|nAYj*xd`?7NT0{?1TKePd5^-+i{J`4dR{k;tEKR{WFP+= zNdmW*`+(8SWHt9Zk)L7f#Wvuy6cJ&(rFiqP=cn=$5XPbaM+?PVWWL8+W&Zw$+ae!c zpKn&!2Qtj}fxF;@BLHhly6Rtxh#0{CIojSDcv5bE2Z6_pi?NLrxi4-K6JRuFz?OEjYh2y zza2~O8U5#B9u7zHUOMappEmaae#b@QhHZNNKG3j4SD7)akbWX;QuXR?mx~5#j=!{- zy3n%Sv7jHR(Z5ymf0zNf4>=so%!@pntG+diWje0z-QEYnKJB{GhhFUic?%7{>7Xa} zwj1kfCTG#+iA#F=bMML&w$ce+8KdUEqvH~95M+;?YFNDfWFI&=oVU5X540pM2Ip<> zy#_7lrK|Lue6VN;S)9A9iB#VUDc!3f;{#^I+}s3{pDpXl{FLE0E$iv9uJme?fb%)# zeITh3%tHHbX+`(wRLJ*UF?>E^*(v`G{@ZyU=z-v+ZlLW zwb#Fm3%tJ9xQ+XocMBR)$F%!;GVIg5PD|?VGm4;9YI&O*=F6m}h6%f~ET9^df-hFD zAZ8Sv;IiJ|zfW$_!tn3eLx;ec8|Dhe?`De5T+;45n*{w%V$YM7%FKx-GZhjEQtSah z!Wo(xru8@G_Rjfp>@sKWdQ?Txvp9Ol3W?iab_N@6)Q5D*JJ2UY){YM9{1SHrYc$>h zcon||IB`%rBX&LnpCQv7y3h54RLo#nDgS8H`ErU!HSA^Y9{gt5(rzB88w?;RerazX zNZq~85Pg<@A+Lk1ZM(aAWy{9=h;;yWPwekIdD{;@g?-xA0VCa?V!A#m#V2X2(Q3Bd z&BZ}x@w&3E!og!z&F)gV4@5uQ2fm2~gRVL5y8qArUQh3GoFs3CecD5X_!hYewpxR9 zV=q*y>5=YO0IBSX!hv|*k@k;VDIyIIwA4?nG2gKF3KE!i>ALS{z z{Nepr+so0Z(b|+yXTQ|kxew*DDFkOBqOvK4#L&%GkRSek`?>J+GL~L_-XttAoOH-f z@48YLCq7_$?scMeZ0c@lbgsfc>rNWcF@GxQ$E`rJO0)f)o?q=X!)6j15?y*O;oj!l z%)>A02c^ra%1nVjzrWnAcEr)06&vUC=kbq^GL0(akE^w zSa@z(nKMvMbWejM8=!nA)+qewa8-^!YX;rgde`=bncSlM+#KJL&!I1Rwl_Fk#Y-7Z z1A1m5K3mqP^?LPiobjH4En^R*Llo?p}7eOIetDk=5*IN4S?XL`8GF|9oAb|ML;^_w8CDYS5h zL^?r!0QjUdg(*lEOlsU?IFX^`lZ04*%6QQeakZ%SmD5M2pM!~md9)`y^efs-WPo2a{;iDTha1xW!4`=cYOWD1Aoh z9fl&1<2t*hQoFJx4d3`g_UPb0-WN9tx@DeKYc6eF^b6~g(^*>H2c|&c#$>APK?lHE zlt-7W<|U?7xQ1=L+a~_eoRqP zZsxh-8U)+bPj_K^b@yOvtV&@!jQSw=6Sr*HT(m!J_7x%|23EOkovStb zmzC~@waM!oh$e1b%oJH;jRg%C0S#y4x6iYaKc-JgeAor_Bpq6c&7&X4d=2Xo*#{)U zezUC7$xF_UBlbRrNz1=)Te{y2Nq#H=tK-qxi!lj3(XxF6|5?yyw)dsfK#aty`0F1< zwY&586NBWBX$hYca(LJD$?k@k!nh&M+(coTa(#TOMWFbff7oue@pAcXJHO6lZC_0M z>FUZ<%oMdQbQt;gc#hWlyR|K%tbFtf`CnW<^b&ZX*bK}*Q1~v)sN!VoHK$`TjCvpA zC!HHaOom~e!QxNl{I9I~C(H+Y4tvwP%Izz6`Fp>0WjW;vRYXaZO>tpYn8l~917K|szvkZh~gqGz9< z(ZZ6tKK)&%LP67D{js)Hgm3sh@B*wRr(O#7o75$o^Z8yu{A_0&^2pbA5SA2DCpZx1 z{p7uoA#CO!Uv?%qNRMTBkO;!ZUew2BM*=ljN*)SEBlyHK`))TuYzVCMKmdRX)9g6@e_se{_aMv&67sPaps)&Jx3(pF$3P;KFpbxOQDU>1hAOfrX%u z+U+7-2!osXv?i~v3|nuw`LBK8j61A=@>JDPz@W!wvMcCnLRh-(&7;?EGr#Ax6krm# zcPjL}eSl_Z{74ir#WFoX>QOxsV&JP@`y`s2*JTW{DxSvxb^#1(QqRbe;X?!z5bq&q~ajagqK(4s8_q*n47G%Zf}$>@ZDx1r+7>E z4V;)$(yJ9}pIa;c-f?Uu_1RSJH_xH>J#Czx*1Ry@VpPlpLASJHrP1fDld|iDQkRVI z*$>D*%@!=~?+SlvQy&$=mW?CkEx*!!qQgTO#1IiBXDy(ds3Jm20u^#Bq}1K3=w)xJ zOv|Bm7H^I(rp;oAclE+g5D6_iqf))g$RpLicS+ZlOQwD+`&=#V_Bub~Qu~=}A-Q$_ z;)VS1Qz&_VcOYS^+Y8}0E54%th0cAVrrzzV#8R{?SFI~-%T|-S=~tvU(V+2bjI**; zMVD1r>sNEsJ7K4!pRnaN68oeSVM@t47ljeIqw2G5aoMD1{0^_kj{8ULtf@NnAGgLM z`G+ln@r-7pTdh+%JL@i9_0HDYwef*q&At&5+}|Z5B;IxVM({aiMs=;wM~IQv;f1Q> zd`y}MC{q!|iGy=d`20pUqV%1jkREd{)3^!+UutLKoyl6e;idCflhFLoh<6|GQ7EUI*7EV^Fyy0|z z5+dh^s32W~#Bs*fmQRmOOSfB7<(*XfiwtY~xUWZ1kM3#Lj}PS9g)6`VXQ|Rwy+wLQ zlO^7!*}BPx;o_-9)4JA5@pAp^w^ChuMNMnlWWZg*V(T=9uhOSvP*jR-qx#2{#JOhE7cDD1H+ikv;lTtT!pR}0skYTb z7?omoRut9|?KHP{*>8KW_p~KvMU}xcL)8v0q?)@?3EN9%1N$WKP)NzT=;C ziPNF}Hq%WE>_gJEyxTc>v^uJ7oy)Af=ezcg^&%vdDwiiCyfwx>N|(gIYFv|~qUntQoRerv z!ugS%3kLA~%t(|H5;_#8XSfN)nE5K{SlYT04juVNkkc2@p1LlyaKi1*>P)@-9d-3W zul9C0@%^o<8kc8K$L}9iHqP^KTXNAezd^UIlZdrUHszyl&LSJ>>k5cfLxSnZdclO& zH;8+|$9bY!um!Xar522f!mu|MG*Uh;81aX5F~%1@u19#07#B52gn;kL&7yq!08}Sk zc$Dc^kuaXQ5MUO%|HY~?*v~^Z@-~J&AS!wLR_TZ~l{2i3bXddxk$k$%Pv#TrzV~ly znNJGRtzo)&@2yCi_{3|b#X3j74#@{kWyC_LuP#4#RrZ=0^k4ZTG4N!;)WKtA=yiSe zl_W-80Rixs$KM^fGBxxZ-Ye3#ylqnuDuzeshusuv3fThoz`X$ux>!?(M?p>dg_Ubv zL!E0XUYBK^OFq@6-fqK0oYU^jzf4+jQ>Ael+N#4Aa&;suO-Y}|UOu`m8mcaBq_(|_ zpU}sB`2FY^bFX($2!n*3nCB<;8!qazbr;sVFE>W^W{P}#WL{ZmSIPs@fWnyn&zKm|_SkbIYkJCp_?+Xqfb}HW0y#7K;v*&-HXh&uzf zQtmtY<;|PD=l4t(;*Dr;<-7S+ebYY z3{1j!Bj1r}*|1((_z`klfWu1L_V@GbI@)2<1lJY%MT-HYQEi@V|U^h(LacDOXR)LVTK z3Rc1%$yWYYaWw_9laNOdmAqg*snTYl2frpt2N}s?`_lTj6I)PCSjE-$5-c<(zJ$j7|mOOVx z{hm&=>xUb|YHCbMJ&Wt;rNsZ}QD-tqMKfOH)CdFe8aklh+Gi>(r5xx8K zvBW-bN95aKvyJ|ih_|C&UpE|@z^fhTr^ilqPO;7>jEuVlF|?zH2G*~yK7waS!P~~e z1pUju{d_7e)sZ~?v2kVOX_&NYN;m4GM17vkjXuUH_l%kbmAw@tJiaRLd)Ry8Nwl%b z-cbESn`XmV@WM>Y6;BPyIHtQ~*VrF@*~GG$?JTcFUF+JOjMAk?*F0%$J?16FRmPZ@ zb~4(D_PGzT-Yg{?nThY!(kgzpiC{BhdLbuW_~Uc`%LUA#t^P#6ZQ2w8@Z>FWjJwtos)B>(&iqiLL68;Pxg*;y0Cf*~`FDilF=lWLi?g;0_$h|EI z_5ut?is{F;!*_RV(t=iudC~(tp5A}T;dqxH@N9UH=^I;S(6JA2=?@oOS+6j7ah)~3 zG?D*EpHYF!vJ|(TmL~SCfehzLHQe zzHMchVNbmg&&SKcQ?hx5&YgO5O6K;q<1PKcxI`LtI#;0bksY6bNMKOng4xvJWJQh7 zbCD7<+dsSYPrNC1Zsy9Zvrqg`xBVLHyAOOP8???{TyeDT@?BL8NkG}l-dZ&;I;Skr zy!c>nwpjb+HO|8~Il96|S@dV@=`=Gl)6+<%+4)6-0Q8CB%HzMIMK`!DIs*emF|@YU z{HKO{(#@3a=);IFLU(RH8t7okX`7&* zm0BwjQu;9Zpgv<>-|dJe)3O%+CI83u_I=>eOy#Bv?_SUlqilCwR!T6@26nD6k)vC1 zlhP{lETVT9#(ieWTx$~sUdw%&a#JUlL5UE+8C~Z<8Nc}i&9D!+)6rB5#WP{lhRQA6 z50Od752@>vWt(3s8z0`?O%}8S5DQ@FkFKAnzo5vym z+O$aXw$&F_q||MRD)a=%OBNsy{4rG_5Z-sJy#+s}bGOuig2tP%m;ruY{Wb_2B54voCDfmb*Z6Y|K>~4bF$M2N({BXe{ zE!~Q2<}MpjM5XEm>{DmtYXH%pvaer$pSTeqx`~c?~ zv}~*gS;QQQ7@5j}2w^25i+V$AB98%-rC}U9(lN6z>=dqbe1!y`O^Ni;bB8D{>3Ij? z5>VhLOnyc<3z9+tI6M^f+(|Hma{@IDz&U3kETArvsfcMXIcp1=H4%C73T!mDI2=D< z-#?a(g~D=Z}K%ATRvB)IW%D7rF{uV~W}bhRaJTepZN_L?l<|3Jffl1&j?XK6f>p zWnYl$-dV3GyUBIQC||Qy^;+aRFROJS{RO>z-nT*n71N(?dw1#M>_vC$bSi99%sIx{ z< zBbY*|mQlt8Cn@bT=QJN<;@P9&D7+7b8RdgTp~Foq%wNcz0Qj`iqJM*T&n=*?8_n?K z51HWqeb8%@1Z1w{VnP=1)`)(UyN zKH5UzEA1BIO^FUahPQx%&MJgj8XIC55I75lPMKzEQk#psLF?hT&~){N=#{q5znz~e zFJfIzDP-4!w%|L9pCWXRsn29<^v<3CnoRNS9vpO`$el;M7h&P@yys5IFF$Kguw62N z>x1ciF;1N~#sa|HSR{xr<5VOHkA$4EBpTT{$-8%-5F}!Ff1>v1y8*^*vu<7z;}Jd7AWaLaz(vrcar*VqJkh{+Wz#Wy zK%O07Pa9CcV|I~{)&)IwFCBy=9c%VSu-tjA)4ACBd8JQ9i~5 zz_c(fh(<@?Ad1FdUgG%ebXWkB+(8Ivv{m=ARS)G&^wf-7Kk9GI;Gn zxB$TnHJAou%@XX40AzlGJ0x&HFQm#4YT^gy#FK`}S&oqK*J!WoPzZYm1%R1)Mp z7RG`sJf=ZnqD5JL?c?19@1&S<^J-9fkdU=&V_Apg@xXVxn`kOfM@By)qYvKFEFeUa zJ~NauhP|L$4IMoI8Kv}A6@otifPS?&EE(cXVo(Qf&sV?*ASr0Bw<%LetVBCcIS`L# zH8iOYI+d!uR#(ss$ce;5K9R00y>XC^p+Br$E0X0u;q`V>Ith?b_^^6n5{ z9j#0>zHc|#&NnP>zaWXTmL_(%-kfD&^016aVD z<-zl%GI(8;#DJ)6KEbz90HsZ(=Gif!frfa=LrZ#CIRIGz<`aOzf@u=Yjs$-OGzGrp z696;3djT4_M?lWe!jBT{@Cz75r1qe5Dgvn8EI?CpK#t)e%%FtZkZ7Ebnb$#k!1WVk zA+(gVemxSx2Ta{JB`Ex1C>w1mCE+lP2ayH-sA!XP#u7|>0^^AjatOczuXD=INiw9E zf{r3!5N??SbrL)u4AP;4%(pZ&CIXgbhz|QcSP5R4hyrd=v{33Ke!#-Lpa=O80}<>u zCL*EAhFIPrCum4ri^XRYI7~yqa8=ISH z^fRwJ)(hr-zKJJudm1U@D-qe2|3sNN@Sh3Km`MQ2jJk@%+O&rPCci$Cu(c2OOEq7x zKFZ-n;QEHYDk0aD{oqIXBj2QxJLQQU1B0jAXMDSUP?iM!aMRCxf49k7{F%L2Tec?PSB<&!`Xi0{PPp2Kvp{$ zZmDMqJ(>}vhYt^@(fCnpb|_@G=rMvh1^W0M5+nx;m>WFkx(|6t>cm?V2m+Vv9RN@vhW~n!s1)hycO+IIyt$&vMVb&imnUV=j<(_mELhe{q z8QdYA!A&Lchrk4ADLH`!UG<(#>5olN0?mE^D#CgVEFPgQnI4{D8sEzrlQ@FSZly8 zMZG5n#`>G0qA?o+JdI zRDaXpV%k)n1f)1Pg!028n2}Hr?*a;m$an(b50cFcnI9W&*^J0DG64w4wk0eeCxlYM z@*M<@V73NOEsZgUnh!cE1K4w3TbYJiuH_S)5Y#jr(E0*od^cFq(0@t@Um0;G!eNAd_PKsxwBsGJW___o6QOV#w*c}X^2Dmu@ z7XVwVWH>uk(o~Rm8Oa+Z`B)Esh@`ttCR!Sig*te?DsJ41mrrAZLU3euPokF>jgOsE^L zj*&ZCAfj}wSiLOsX*tHS`Fy138Kfd=#|vOUXv##{AS|1DHDHqXEjD^&Z~G zFv2(q2`P-Dy-*Xi5cAPP3eu*s4n^sUXT+@Z(7G;E0w-^E#1N;87Ls(S7 zY*sX-8SJR#5JO`_Y`8tmk7%ce4M#E(%#fIqc6LVgmQE}vB+0p7-_FDWN=v{i>fs~y GNB=(}S*}9> literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_10.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_10.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec0dd4b53b76a87cfea572235e988c4086039b52 GIT binary patch literal 14257 zcmbVy2|U!__xERPgGgnReGM~0ma!#_%Gj5&C8_MqkX=M+MxvVRdt;l7v1BRPLus)_ z%#gAqAwnv9w()$__xJn#|IhP!p4am{V=!~?Ip^MU&ikBu?!BMgkGtc*0TZ+_8h}6m z00RC1yCcA9fSrvE%ErnLg+e(v*g3gi++6$iaS0sa<$;L^iiwH{3JZ%LRg@K%l$R0~ zhHD_?m6VZ4q?oLhj;6{$T|-mr z#OX5zXhS1o6B}DQ`?C(`9NpYKJTGH$UO~ZELqe~Gg-6|vj=6L99x*v3H7z|O^8qQJ zQa~*%DlU2Sw5qzMwywV6*{j!YTHD$?I=kro1Mdevd>k77GBG*zb$aI8?A+qg^2+Mk z`tOa+J-r|R^Ix^Vzke0`pY%Ei>czyu!ps8Q(+k2B3jQ)5WMP$1W;>*hfw~0nN~%P% z!%ihVtbEBKrE2|)&oz+7dH5*ui}d22YJW8QzfkokKrnPa^PV50_xeH*| z_-Uf@Ut(bl@h{0ltZgH9#GvI4%ymzqB8x*o>tCMAJ)SIV{Xy4%NbbWjOG0S11j$w* zFHjnp9i%Yd`@d-XM;MbrwNFV19c);m)fRxlfCQN9|M|aN4xu9dp*KHE-7uUbW9i8U`C5u z-?}{nC44Cuyn3nTP15M|caIZK*c1)=cJoMnGO|Q5yH>5ett_gHc=uVDzVKMMvA$t> z7#+H-{MNHs?By`U>zU+6nd3E{^zUJxM#bK4*qtg;tyC@Qs_^xpj#&Fpe6XH|wQ)6y z!|Hu3*Z(>K_@{y9FF9fgn!&X8e&pfd3wty)fBC;2snGzv1=@-R_U#{5ANcD5Q1`!1 z`YVyN(&9P5AK+mrqWCIukhUkLe>)Pj?W{VxLI{x!Do1T<&pP)Hrm#uT?4@9-5FEWGhpZ?jFbv z)Eerh_QQ$O6EgLXeBoafxY}p2&lDy`hrS*asY-MCW=K`>w!RdQWGKFbQ}hu$!={>& zoqOHtvx~zjH*>4~iSK!rQM3yzqi(*p1F}VTyvZXMWeYmhlgfrJPD#l^my)Ub5* z9(hRG7n$i9uRj;dvs6K}(@HN=GYV{GTcG~&g?Et39zsB{?>X@wA4vYe1L(1Xptt^5 zm1B+WQ!0c|w{>zC!l}QHOU;7U9{?d>uWo%Me_S8*zQd65)BBNZAXwZyWV#etgg}gZ zFBmdti2_{|@t26X|BJ{c z6&&x+M7z{6e}U^E1kMG-yZO@;mw)PFXu!-wC_DYZapH$qO(qdlx;jLvK8;p!oe^=<72xuwuaI|#uuz(Nb*)=7z zsCF-DFE6WmMK*+tzGL^e7_=id_v)$Pj618aN1R>KLKLu{G4@{g>u@VSBuPVbrup1x zC;OU+oQG5~idFw)2hkE(@44*RW-mcn*MYQ~G$orPyNi!IGmm1t?56BDjN1Eum7*Qm z0?)>?K`%L$Dk+gPc?T&R>;n{PL{Yp(s!=l<{aOUh2= zEFK3QS_KSoVWNs`ZsU z;A8y7L4cQC`GaT>;FYx?kU2pv5Uk*u_`FNq?r%_l6!z*g5H9}~0a7i^wGFFZ$M_!u zBf>t!`pR1V_}QgzAmQ~rfS(5kd)H;2JK)60xB!mZ>-8Vn|MY`XI2INhcJ=b!-(I&@UaJn zUijO6X|G!d5%Q00=VBnGMZ`Sd+2{K)>$UyoIW=)R5gFS!EouYie#%qi>V-gVWaj%D zLyfUt&d%YBmLBUa9=ThgxK{8%p7-Qy{#Uy|Ub$_3BPlGiy3AHM`8uh+>F!(q24)d& z4!g$6CKvu>6@@QnKi!5(mbY>lWePBllswuna%-9WhDbJ>zcR&>ReS8%X!Rwd1!lht z#zwDWQpFdmSszZH_M=>QxlV`N%htwr6E!DOjZmjQRNzKK zTn?2-XJV~8lKJg`w(yB;ccXQtz}MwU7E`?0;nsnPHSp1w5=kbH0k~_ z(mRKNMU#)xPjvI|cc>w95PZ7!S9XEM)-!_+nQ(vG%|%B%PBzl0CznDJCb6~Or4LJs z^JF{^>#ez{D?NC#O(A-;P&`n;f*;@VY|u+j^LTNgg@-;8`rJEh>6E)?6!g?(8}-*>joT7dAHzqGaeV$yJ}B4-!S8+@_8fp5DX{Xh{6;Y-8MLbt&cd>8oqbr%q{ zTrk&W;LGtpmv(`;Bl}c*QnTca|JOFLVbXu4SJYOykb33O%-MeZ_7Ue@;CZXqh@js# z}^F-e#cU9lO8@a2j9)Kl(i4czK&)xIx>gDa7|q;d4Oszyy+Z=|7ZuwZXj`TM5hH zC=Q_U9`97`Q3m&y&)y$g&;!gtjzKVISuXS(XWab2*wFi8xHg>un$&w2xRLh@WIGSC zmFzT7!RZczCY9Yr;OmetHnuKpP3;2F|L|Y>-}5_y{G~f};IQ;R>~O{isLw3^X9@%6 zB>(n2e8_eesH-LitUcb2`3w%vNCStzw88!2)%`oi6hU0sFh0{?%*^is5_P{ZJIz#l z?+3pfDRu94DW}-FR$(bi6h(a`oQO{J)oKJBg1F6K}1Zc?*g2c z78XEF@k>JZ=p*~jeysaSds>o%H)WO_&vOCWG#H0OR2ktfc79>&1D~#ST}U(hPs=WF z`#$J`+{d781QmrJS6+WxXhM6*YkG_&j_q6mN-pJhirE>3=jfJimC5G*&!($Nybq~t zSQ~orbh3+;tg7*rbg8kmU(0w?USi_oV|?CjF5GXu!ZAcB1TjBWmZhDphg5Of8Fo)U zD?(2Bb=ql^?)!aA-K3*8r5LlpNjziswZZGzT4+Fad0Dq*zF=h8asIF6m-W_qUc5>% ze=>);dc3{-9Fgh3;TDl9o7SQWmt}_i+Ef{Q5>-tL-dbX--Tk3MT(LeV)D+!!REO2U z{KO>gxSvM9OJUYAg1gt)rF8ggw4J?~JxsZA;2yryUOuJL|vPD{iPoXT^p#ClZAR}_E@B=S) zmasDs(Lq`+Nm&6bZnbhAL}TgBcTj!%?FL{M06}w$gyH(U{LZq2ZsS~lPK2eT#KSWJ zr0d({Y`8v;;ydUOBx@x%zmE6Ie1Ta@D82GiZtD||vrcKbCnanZW=R?+BttiS)D-Te zox0U%Y2w$FrfmESY4-eM!P0qtI9`tT`FP~H&|@VC$(*h^f7>>#|ZBJ8GP2GrB1Srp~Tyg~_ZQdFjG}vI-C>^Y}3q!b|hXKQU1|bMh0g?$Pk4G1y-sSBi)oY}W-?L5 zY>(wYP`orY;PLmfC*^H8r&Ap{|7D;Vjg+A94gNM9({(lKk2LVz^=j$?wZ~xky5PxPH^XE5lBZ(_ZaS}1xOdUR=1-YkF`A&J> zp0X(alx@o-@}tkG7RD9$v`bg$E-+%x-tD8k*;ejaSBw^ddTX>J=E%oA z_&yn{VaWQ1@Z|M|A_~kC*a+88wub8BK^@W;ET;y7poozemS571}jdoS*i^Az%<`p2!-?=(`envmQ3j&`S#qJ3LV zm)|kZvFCr2KSzBuu{Mx&Z*pcVx9&jYtFAlWUPU@&AU#O}#w}8Mj#mL#b*k0jBS_EW zbi!ex2^UIk(~N*SdbkD?*SBXLFPRQd(_ebWT-7~gNd9Q2lOMj3lYEOO-jO&jC65y!E zX`%`W(p)K^_5jC4Qv<#sR1J1GK%cX#CSBr{l6$=rPJPgV46HNs z=+7poV7*_-#)*fG-dV~xa7Kb_d8HoJco*Q{U3hKm6~6OYd>0tG;;$QA-^lmdox>=?i5){dKORcQPJ+`At_P7xQ|-7s57#t)c#^z)b4h zRXD>fWv%#@d*qyo9_FlT(?HbIc0MY-xKqhYuYD8aUs;hL(uCVTVdYvwt3C0m5(RNOtV%+dkB=VuWG9StqOHx9ngKfkJWB!Z=5?71#1v>_8*N8 zzfqq*QTb@NwObr{OZ<5mJEJ=3cg!hzOs&1cXWyxtP0YEus|G($FDM+4eQvo_ST$lA zw^%Pe1q*!fwp=^1QnZ;j;+wnJDQ*i=Yw6Xo7hv+_oGF4#9zXD=Ii91pvQ>(oVtul^ z{(Ct?CJr^5VOw?8o;Oy*g4--3WQnV6G4D56DV#zVmnlU>Gv^H^<$vaPiF*_K*qRN0 zeDMC0zVCKX5p*7Udi~F*VVW7zcNvhpU%j*D=e|~TWxW>4a3yycc3CpB(EKZhF;2w; z$0v7zj2N+>;6~v@qW9U#lFRPSCz2_fHuVm(CEhuLs~tpjr8gs^Z~>{uH&?@T&OLy5 z2l7;5f)A^~%N8HC)ACbqf~AgQ_*}>vuBzkjEm!g<6lr#?3k?FxwmdiG&g9B&B~v2! z1%Y&;FD?kR&p;XmfGNjE5evZ<^a#L!IYe~>nKd6w3XYE8Dg`(?^@C~R1kqyfIY}396?qOJM}TqNPj3DvH66*Y9_ zI#h`3+B&U{^<+n&PTsW3X$ucBd8(prcUPA@$Xhs88RB_wUA`uk=nsIK+hE=uxkFSA zR{sdO0mrg$SwdItf1BfWG%c3Cuj_j2=88`X=%~(tQl5L4`brJHdw`2;7`Z0nM|V=* zdW>A^qsk6D_j3S4`W?5o#iQJg^fHY+FD)?RbuKuvhv=r>`Bm`tGMOUVX9eI8pB&?IzgPDcQqPXx?3&8xR}5O7FVfH5%z=1P#1iTmuB;)@+JgBnC! zWx7I~z<$sgjz^VVzAzxlM>Mu~XlXloPbi^8;E^_V2z6NTc-$L(!QmmLpl9$~DI2y2 zGuIDw&wjII!eVlDzuV#CgCW|B_;38E+AJ0=AeVor!U|%4iuU1gl(fL^aYZlj`6wlMRk;7 z=0Ypgzc!|VtDygO91uMD=7dfg%fr5_Z<1y_Zc6d1Z ze&OjfMhebYViU^*ciib>FypoQ!une7O3oX1M6NHB6c3-!92>K8T^@H0eq<@jzgYe7fI`*y0c!yhCoIfK=nnNH(M1!oY zzd5iA4D*(>)Tbn@#Um;v4D3AYFHNupavP{fna?OE*+IKBxWtNE#K1asWd1Bh=c#;F zcW?C+PsV5JImTd9TuYLR$1dQ(u9rL4W$fc&bz0mtpvFNN`dNS}-TRcqOc)?Gni#pk zsmAQ1)^c;FD&ea5z--xY-I!wDPYFg^@0+qNe&vrZUfC{h#P;>TV;jl9qTtjqu@;gV zbFt~x+1Vh`h<(ljU!u5fv9DFAkN4^{na0!w`=2wtDlprsZfo^rU@BJ3A6xIR5M)Z4 zl5B2Fh^|i&y*+iaCQ!$5HN44>v4oEn?vM`-wwLq{#Pikbp<6AUeX3{fu}?VZJ}FQX zAozfyX6B_{Fc}8@Wck~6Helc6mEs`A2P8xR4yG0|E44=z`63NaP|%Dc3@J`QEh-ebv zv|6z58y3>ER#2C}eE1MZtP5aWW5f*xr=TX(>>kZ#3XWg?WjG7N`oh*mcgeG7e=ii z1H9%vV1~pgo32n~VL)amrRno?_@`rNpRpv3sEfr{$M$OEHm2F$LpP{5XUy9?Y+?l(2Vc+6}RA@k$E$yL;4fv zZ`@qtfb9ZRF=F)UhwrO57+<@+B80v&uBOs{hkQRIo&2d|^qQ3D$2L8=F4DUJ-l>az zI;n47OU)PSfs{nk6?XGig8E8lj;-NiQ|07B|7h2wz}5Eq-sC$ zVf7gHHk(tv|DiL&ctnHOqeDua?*dXbQ;bgYrX>OGr|R|czy+(}_etB3==vJy zPQjI%cecGo9e?D(HwvyLYYo^0`Ubw`l|Tr|-qzUu6$BGg@&WdHG%=ok4AE5eSq; zXU7~^U`K#Frf4hqFvANzz+v+y)cFhL-krXv?YaJIY0g7y_s^o*fzr!rc?zZImx*A( z8ez=HFCC+doo`Dv=1*4dkmHQno}CjEfnAh%8g#3wJ@4nM&tL3QY@Vh>H^hpq#ebf0 zYRYsGjQ3YMFU7oE{A%jSuz$0$@Xg>0(ebnkP9FS9t5D>)f&VuQ0sHabQ0n{Cre_I4 ziXP1UA=qhsx60`hwYTkMW9{oXmv+92(aUA;9u=Dxw_(f{1s@aIrh7hh`|$AQlWtvt zV3lZzxA@jq%PmtP@QfR-cFwQdVc~qHX}F(2snFBs13>e2nsMwpEEOzPnj&z4aL6cq zD%=J!8g2!Rv38B6rC2$*CKDY23taWwX>e&L327Cvw2>n}$U~QlA2D(*K3Hw%ePMc9 zu60V7CWp}QL?LH~Y8RX~fASYO%_a{|UZ+gCU+EOvfKLhm(7=_EX^KV}Us+-+tu_zew3(Nm=%8*djON&8x0LM8xkN893wwhUA1H z0=P|##ol5sgvJG+;ShKaKLrL@(+mI@c_IbI32wlm%<~CiN%ICOv0$=8N6c1ZoJC05 zbZbw7$Y9DMScs_pG=Sw4L&8=m{vzLcWWdZh`aC~XNvBm6OK~n>?!4sqCq*F6@rT;K zEUv}e($0HFP;>ckmEA}|gG8y0(%KGZ)Li+Uj-YS^IhSdVPu)BtHsio7)j;iSKFsWR zzMRt~#XE>MZ(}Ahp?h-W5id2K?(?<2*CXl3MhqkE60la(el$shrYf;&6NNe$eDdm= znwO5n8ob-|Dm*q8CU4ZH79}Ni%`?s%9 zP{@bxugGeiPleK+Uz)LRu@_)DICm^H>vbq?r_~r5QQp7YYU6!MhCK!HQ+I(UEnv;AX`6WL zY3afKYcIue(4O&H#Im!B3)?1v&3V% z{?*7OVutBJ^Yg$r3?Z+^S0nzmN-I)GKMx7w6LDvkyUf344O&u9O(oLWppP2#3Tc=o z-k9z{vS{2vz0Ovq5N0O*+^-+>-ol2CI|#F1G+4dJvAwwcjY-Q#CRgp;(bK(BzL0Hp zFQTc`wD6Jfh(!rz#s>F}+?!D8JL*fvE05*TN~VM2C1mG*GhzsGSFXlZy21i7_!+^C zV!-%#yk<#kRnk_y3$*VY{x>loA*d9Ixrcx8MCsC-M7#;Op3fNR?=LzUZg<^-*(w*^ zVkm}CJMlVh%BkXd6@{Ri)d~B!pb{DPwu1)^QNl}8(pcXnp`~YKEc0v3#M4fg%>N$r z`#4a0raW)++v}B{pK(YO`=v*>e6>Q9TQ19eK-Xfnor<_PY{6<1BsnqP0F-I4Gd$Kjr&%q z(%ofkafOXFiC^6vVon@r-?R-hi;-ROg{f<{3v9RA))`ekvon8AUEH)QUU(@%j$vzG zUsu{eAB*d|EwZ}3Z~98XXI#K?S==hyLpj?erHJ`}Wb~c4f#lrhmn5rveMs_$0(r*0 zN?ds}j@d)G6>VYF!4%17-L364{1oI>7~pJ;A;EzjSZXyuS2ecW?Dt0yh7lt;Ei%hC zoZ2b@V>fZ4q2c@w@-tvo5E7hHe22?ur%PNNrfLQ^&HpyjU8qyD-qXwn@d@G z7_*Gm>OnUKKU{^#^VsIs#k;ef7Y2tAL@gSYEF%@*qzyiyx#-+klb z(NoPGv%lYeJgHwiG9EU8VgnM{TCs)`(Jr+UeFqsY88LBa_m^dJ_HV*MlVgLqLU}p{ z3q+NkCoo|jriPD~==HCZis5L-vt}InavL*Twp*3Abv%?6SYMNMlw)96$?q4BKh1=k zJoKu){xxI=Z$hsb41OEAbkQKsP}_3eDSJ$?(JZqd9;MA&owvMNHdMXUh+nOx!&gU= zHfZju^jswV0ZM!wwhw#ih*Z*WQ~p)`z|86u)oywu;sX9hI4~HW{4)r<=|2#<^oh z);0xoec$PwFp|CX)i}msO6>a+ILvo|tB$w3WT7nlMYcdoL(85qzWwpRSi9p#qs3JWvj53%j+t~zcg-mMh0g?#96?t ztfpR?_)&-BBI=e$eR2!osR`R*2}?x^k7V{aeG++I=6b0QVty!PtiaIsVP*t3bHmKF z{PbkF0J{oeXLms0biI87mu4GRb}dtyd-i9a9Ipyb{QM&-X@giQe@xF#B4N?m)KB=k>8M5fP6fW)RKCyf(DW>A zk-!z!>Zr4_Q)ccO-X&k)iv!TpcV1BB`B)(;1S9`%H;`lOS8@7qrf-DjGbmfq4>HV6F*NnIKea zLF@5J<0KTj0rD2NZbG?|Kti~mo?~JpSaS&U*T_T!S&kUl()@Xmw{r&;3anitxj!$U ze|lZ4_JMIhI;n-JD`Ym2S;Abn=}|-FMu|1eLMsj!p}+RS@rS}4M=?Wf-UcV_HMzZj zA9kf#`Dujt!Fi(r!*@?+USu-m^_CQxei=caT`ni=^e1fyPR%*^Rw%r4AsO{<$r}LP z=3l&H^JK1#3_ZWJSXLURxc2^T`lsJNC{ios{3i_~jvNXL;#vCuUFI+6Z!-4+ACYrT zmm2XE#+zY^~ugeW+dj@&}=4Pp4}>1JfMuUkn9AZ4BNR zw)+m9iM+dd5ubLLx$2JnlRPHv;!YiAk)qYoqfs5xOXUOEu`@n7+bHnn zTwdBSMyE4ItCxDR4DKtn^r zfn(<_n=GrUgZQkVUB+UJXI--<6>rxqj>!$A8F<=yxM6-)~m8OJpVjJsQpY z6%}^Zll+mHJqj>(Wz&RmiE&Ilk0TpDtjXGsxw7!*8VvZQ1Ani9pA!1gQ1h3!U zqxjRy2fTThqEA1_GqD-~=A3LaIGyN_7EGjh2Sqm(_|BLDB_x-u*<^) z5t4}+{VEwMXhtK#fdVQrdyNc4&Ki0-30ig$cm*i1CMz7cKE8^@_=A=D8&0$EK4u)w zUk5u$Cmc%7X_bK=$R6nXs`(- z9eKj8U z&c)9dDwcEDO^ZYFTHckr9b>UdI6k71yDR%Q{nqe&cyEX5+qYQ`h#k(?}%yC*x|-k^4XVSzD{EdF-SuS08~_Fau{&-`w92>`5PU z*nc!GWe!1LAh=Itp`b8px+_@kP+Q0>lVe0j6F_+{Jz+?Qq9`*~8KPymV#MAp6RwHQ zKoTxC|hL8_bE4FOrvsB>zN2bB*eA+NTvJ?nOIK1%rhR|OOvlzoxnx6rlB|tU^XD2TBXG~^#l<(2M*_FxkGiQRUhsG?h`fT+opl_N8nXF zKO+XW=Xqf^%uk}uJ*n5^MV?v9NEmRp>u2hIAR)pN(4iOSe?jiL_ed7{6HBjHAneyo zO0xuqajO8#GcvLj#Bho%cnpsWGDe#N$EC_;9pPjqqOviaz=TubakS|{?%)Wa1-=hp z)@x)oUoW%dFfb?JR$)MD6MbPFJPVUW+SJZ8%dnp$qQvtv@=lvZ&7wGx5ifTPWctys z=TZB|3S;|2I2~PGrxRmW^D|OV+(SKT&uy%oi8!<6T&#cq1zB()475Gh#I1pB(9D2V zk+lyjN4t-?cxE^&#W+2`MVE+`i83JE3_yFGu);n$6q5fS+juwFDq zV-Ng*Lx;0SmtGM>T4j+K(rM6imtLjhnJ~R1o;K~J9@l9FBx&z(0fv%<{n$=wK7m&< z$~4jx#YLS%U?mAchT%@u6Os2&Fbt6eNz_~|@+pu)w)pUqW3AoBGNUO(rR#Lhv=$Xs z0nuvz>oz8vHvDr=wh?d^BFdPkY|fLLpLzhxWRXgyd!{F{!Z0W{1K1rR1_gdhLUF{d zQW8Lmf;(z9gytrF(YU=FEO4WUs%9u`fr4>8Cz~eS+IJ1d0$7h%_nRL+&;Z`Guqm*`3Mxgw0kBdBQyF;e3a5Z&IuQ=5j$wxVq{@n> zHWZ4JFVl%|GksKBSblsnE;fW!L0pqsz(fP@dByif-~x=eg`z=D$=JnqB$x!bIF-=` z0_$XEn6(vTmCQ;(X45AKM__kEQ@QqltOzHw6iDWPQO0&~wJ_V}t`>E>7?MptXo*aH z^%`5`nz#pOCkQa@U5gI&>fTM{9r>dF00UHrOAh3my;Vf_yhe2`l1;gCKt-@xF z>4{Dk1|A^yV+)lEz(-m7B=k5>(1|AeY^>nfinX#b3RZ3NgaZX@0+~$UtuP?S5Lx}8 zP~tU}SvNIx+yVjQ6U}Hwt~7A=yrzb*%On6iw8fH{sS+~jL;w|Jie}~4`3Ag$&!ge3 z0Dl1p%|o$Z7T}g7>6a*j87)319$^H_!a`zG2?xjWh!&|oB_w8Ir`L zdnVw{(H9BS7f@0LXnUYTu}Z)iz*UaFU=-I*HS9q$^=XmaniT+9SObME1;!5Erl-Je zCAMQwuzE663R7aDcE4HF6EgG=G#nT1hYUhNw0;^BFQ&TQC%E_V(}-+vNT`?z^L0$C zM5{KTFmD+n?HFm`zJT-9sP@EkJxu$49{PBV({+>wbu4ek>RW*nA=i=BD$l zphxhoqp|@U$pxAkEGo!!h#9NE0@@sA4bi9a7qD0}kWPEof~ez@rsh3xB=7@XKoubC zlQj2`3N8%FT0aojc~eV$HhAGA$#HKXr;?eHiExNketN>I$a|6Il6j!Xe22{rS|Dv8 z0ft}D=Eso)GmNPb76N()%;v&$x)o$F1?HJf5X2#_(|VLSOq7jdF{k+(@?)(D2q2T% z2A73hB{PxU#K+_!?nI%uK}!{YaHhx7$4Ta8+8Af9K6Ay0;#NQ!R-H*^$xg7UW0XH-O!WWL1zs zVEI#T!Z0KN4rXN(8xB1GN3n{47G%Tru%#f&l*6sF1$`7C0VwK8YcRF!GtQ<5QzrBB-AUSDoGRc QH24e$U~NseVcs43AAl>wm;e9( literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_11.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_11.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1118234e0366e27e2fb30680bf91684220effb7e GIT binary patch literal 14056 zcmbWd2{_c>|2O;@gRx5u*_VhJA?zQ;9leVq3>@AY-w=Y7uS?ETmqf)43uXlp<)7zDw< zAGFs8sY7(Mvy~!C(Z$6jc;tm8Ik`vinS6^z`&hj7*%&%$%}9yh5`7$Dh4Qh>Z@WO63EG9fPRY zU~o3rUNs~D^rV3ue4u|mFe*4T4K0F>o`Df`C_DsF!QgNzYB&uIH8tq{7|cZ%E-HpXi(^j7pH@&jqkbNz zp{b>qkcf{Gnys$sj`6|qgj#@gewXu6zv6+%MSlgoJdZ(MUj6gQU?@*d`Brk=I@x1 zNF@|T5 zU7$W}ze~IWPzea$x5p>Qi3f0tcK~bwHws|;hXRb&=%vLK1)CgnJ+M!|0B9m(1cpKX zSWcl*#uNADQYr7dNuw764%l~BkS{-4X5ZeUR1)~2eagkZ+}i=^Ku3o@T;(8Wj|ajZ zK2Zl=0k*f_5jtoR?R`{<1N!O%_1s`A`!+fBX-Xdg4EIgg@OcJCITbjOV(EasSw-zd zNq|W1GX}cxR;q)M2H<;?jRiRFY%d7VA>cXV19g~zji7%}u>W5csY7Z&w)|h&+C>>a z`InW?oJ4z*z*mY|3B+QH@E?kSCI=vg4AlQeiT}YN9awPC>96^G`|>DGX?KnR&IdHv zf0|N<_N|uh)dz?IG5r4?r_mb&TwMIG^_Fx%|9zKA$?oF-xZy7+;6F<7eo%Fbg7F8A zjB(;j9oh%nfou0Ma=?g>_OC-PS)TtdTmE9;A5Qx^%~4+lruY4)+y6$Q4*-7r0D=Dm z;IA@@|HLGouzV1(e@6b#n4GoxH^PblccLKtqP_q9bpKzz`xgBT|3ALjhtxg}fb{B{y+Mndj6{NIOtwHV=-+VVsfu4?h2`6EYsXOhep4^_a=GzsEOooB*1b0|^IR zl~6tVymA1q8-O+F-~@Onp$|Iz+3$ds-)AsG?lF7x>F+Qg0q_F~evHv*{E#1M2Q<8F z$0Po&)p5VC_zbCOpYH+NNV`jai z`}7%j;6@Y4PU`y0A|MNh##I6Z6Fc`cl=`cS`@Tmn-zek}uWgja-#O4ve!uM+P^7j| zKPs2zz$yFwK5*3j(7#O%J+uGOM$My=*#mNc-BB*uM*YN28#^9UF>wn-Zw9pSg_Plm z?x-5K{=O(@w2VOwXXtN$W4OFpfaE<7G%iRB_kJg{|A~KLZ@=F-Z z+kIgy_;@fQfgDT4e~1|_t`W239QVeM|!UqkvbD`*R9l1#n9Z@;#8%D^L8F=!CSi1p-XAa6Gu9Y+$AyJe>&M z$9R$h$su*fa_juH<#z0Rie|6%9+Vik2R&w35STr2a$_@ScawbPbvW0S-h)4iS@~y9 zsmu)a`l*#XVcY#d+B)}r*X#NoRN+^4Wa~oHu9waB*~9m z-D``at;+^`P}20Zt?i1@t1PE3!zpvZE0~JjXzcQ;z{Gz4`Ty*nxd(l`o3u&a<2|^t z2XQY{%wA^Q*g7!aa{{eb4~t4%kl+WE?ydXUdr^&uHl^wP#eh;GO2-}0yPF&ksKk>CT zCnIU&vH$KCvZA;5!5$P-kDbrMg}-gRy$3xB(gLDhzT4SGdRO7d-fcSFySogFY;VkE zss^eIJ}_VlCEUUazb38KaH!dPUfe#;eR7BT`gV)JLX<J<$DB>rO%yTG=n2kZ78f04Eh!4adl2l?zlArE(u4!qCjy@#(~ z_HGRxTx%oka`oI6luIlTu7??Hbs-c?_)E6jUP{T{Rv;$lwPS8=9qg!;+$ClB9wDep9~ zZLuXVsR87^@3Plf;S2WVW3`M)QC%ckz0EfBh-A5xJOd+Sr?s*tA-GunZlBO-w+ci*a ziug|ND!0eL6J2}I`r3LsVAry?y>)pH8XX+9%tiIhYxw`V5=veN40td1P3+R_VgT}1 zu^XcxB|QS>v0K&-x@io0NIY#U<-=}^_Qq^476NI21rY$+Nq6@_FTfbEz2>4!!6s#B zv;F!~Zk^UoxsHZm$(Y~Iwh7o_*-mUJ$OMlB7IWPYUBRbwI9N=70B8b&iX=d)|1L&= zbLxrJLwLU!fMZGX>70`-(*SbrK!ahaPVb7NJ6ojP!?PE+7QF{QRc@3!Y-GN_h=82+eE5T;0Et)MjzoxuWV67SOkV^ON&bxK||MH(1zeR8%2cz(< z^$as%s$tFI5bvsZ&_f=?1e>(MjIGMc{~2Xhj(UHI-^41|>UsOKTSGVYAinhSw_-^r zCMxTheK#3q!=6cS-i`8nmR=EX>+*WKfQG>ErOeCL8=<^CUj`q{sNModq@qycqh5w( z*0N4tiCB1@!fPNsA)K*pe61=%Ugqv7{~PABW=9qN6ckoEQF667Apz&{r{9Ma`8XigOM&T&_TO_W&)OA~YPjkgmeK#1|C*~GQKa5=&OLZ6q1~$F^-iE$ zZNHVzS45_YObdo^`is_v>zS;nvt<`Gd0*5&3L@x*M?8C3KiUBstZ-JjdCrx}XE>Ih z$L+|MRlYswWMjDHNI=qqWC8TGbXl^^hDqqB1ja%+?mfsIeP)*{w`U{}*&v(}5`I0f zPQ|VCJLmSNIRARTdk<}JFXVilLH@oCT&v1n0y+}!?v#9Oj0+~(Mk}S8j(s?BNc??q z)X>9RrN=WDU2l;z`Au%6#Y=|Dtkms67H_7XXQeiVt}D2Q@A3LHgdCE1Gw|YXwTU_tEd7{9toBkmKbY`MC~ya-m7!C(b_M z#Rd^C43kfPKiprrVy!2gYfQ1JWSij2n>(AqUoaG^;ePs;>fsHN^P|c8HWBk1-$zSc zpce9LR&1HP4IN7$mW#CEcYk|}n^C!!#Jilme{C+90asFNBwznnTB~ll2IptMK%f`y z@WQ}c-bo#TO~8}lpQ>ND+?4q|D(eOIPq*X5!m&(e!4(WCVR5rPlf(9N#NeG{(ue`I zx+%iql-qe0s>7a9dl1}|%1^Ftgkb7t8)f!KWDinTJ$lr<7#|ut>8H7x%{IOCCOGgz zqE1U#lRvRZD$Tp|y>sH@uW0=&1kw+$Lq-*EpS-*S$vSh;!?QUu02Tiad9U~GY{1A4F`%RR>#7DW7@r zUg%0nU~BW0eT+gQKeH&*tMs(B?|k(Tl-}R&(Wfi4ReiQfv*aGvrv1CRcS`S3zYR(l`xivWvOP`*MU{gzk`rh80I9S{a}d+q-t_hf+1o43 z&|(u$h+gARr=YIgzXdA7#E#r&Hso~WK!KlDC*ruHa~@QS@EiGeE@7*}e^}~WoQ=^l zS;Z*`Oe~}|bDWwxReIu)zo^y>_S;Rx!ls`7pvz{qGhgmtO2a7tcn|%(QjE}NUI}fn1PUy_Iqp3UR(w(|b9uC#1l~r9^$+D&l!{W?uyk7Dm zn7{DWq4=3+1egz-Jg95rP#F}g%bjEW&VKDygw~w!y}<@r{p!TmjHAiCoVf*)1SZoHCK*|dN2MItPuYl8C^*;Q7P@3hN?b*AOdJ8=zP*RcflpFS5xbXM8=lPi?zU{JxH-;BuWfR=jwx{{0mOOhNH3eFz_bEV+p^>NXU;vW|)O;Y_eexJs69 z>(ADDqA}q9PI!quKD%-Dc!tZ;pmkWIr;(NCck1-FoiH#8Y zJ=%Q;J_$E+IQa{#JlZRh;ZVEpcZ@S4ho>$L68)|tn|4W;7NJNRRjg9{hje0oqm6pd z`P1+3n4pB&mMtv=WzXRaq~h>W(<{gRg>{{+oipQ$dN|pY>16no7Du zrTq-XHN-(78O9jY_t4P)W#Ump!ac@_zKt$PQM7M+?{s86Ls}5VCSd8}oe7n^i=;(f zhcU~*W49jn2n!}nSh}MP8+e|DYH08V7^xxYW=A_`$r4o~1O8G}cQU3ESsX_k<)^<& zF(!m7wEnv4!NU_&o6n)x|Lemhw@F0wl|~D;!6vaVuurm}s(bjkzwY^U^Vjj?y<5e9 z`tPs~>q>|>Y86sxK+aOyXA@X+T=CzSY?;k)f_~I(_k{a7vYE55o@4WBcT%W3PLEjp zhGOJ9d`Vf0?%}1zoiVFJo1;1AxY9r`-4X~ca_G*9msjq{VH5H*1tDRt4aEuJ-gjR{ z={g^=sdY|`QG{<%iTIy%btkL@z{q4?&TJNEACAQJu z>?7m_B20d1@=oyWWci^kJ!lM98_ug&oTq>k-9u~kyK;wF()HI@^mR1zU@nckidwth zsiBL`$lKUqgIKdOZ!CV9ZJDb2&Yg8jin^r;{TWpe*X%xt=i{exrR#@LKSmXsPiE%o z@NB(OJZ*GR*;%C1*V~&XHPHW=g7KGDO3>5LXyTV3vkFr;2?j0KqrrBb{OIX-+S_KM zXJ2951oKL8w&^8Y3J#YH@>LMV{p7y{s}f8dA+bN)!ZIB-3-5RBWhHLlj(mZrZQ}!a2#a+ERPj=Zk*m6g9Hwaw-|4Io0&1@^9E-ax+(T|lxIYj5`isD7 zx#QA0e5p6LxD`#rMl16s*J_V)VP9X@7S`!|UBOc2Blf8@dg;ni>3e~@N*|o~{YBzJ zgk=>>dm{V8p>6#$U2JX&Vc&>?9tFWjhAD|cW-+b6RN|Q2ol8a0Qr;5YPbC9vm{}Go zZ!q8f1#1e_z@BLqT>j?uGAn1@?}~o)&6-aMzEh7Mz73g}JO^9H*xtwZmZRPD5PYP$ z&t9pKQz?`K^lhK>5;GV3YLO zuL93&ZYb*CWOpHdic&orRSKIWcHF#7K*qk3=@wetp88S6&V)jwQxz&SVBx-SX9UqZc0L79s#%wZ^nFka%jbX7hCx_5l z+rMjRAWVvK09Hr;SyuuYC&=}y{R5x4js+BCui{XnOGHsgm;_?lSqB=YSFBMrqA04W zsf%ykRybI5S_MFh;54dGPnS2^>@C8K!8B}y?#&N!4Rl40FxQAH=vwC#<@yjgz05jo zW)s(cTgGv@8Zn@qBAJv0&Kkt)zpRoKQ!8)9_dN@){n+Iu7qJv>xHxw%tSjeXZ`3VD zb0xpi&b}XmA8X*;z!986*7cIO{zxXuc>|;1iyMZBbDuWPyX$;7KbmPbX=Yq)sFZvZ zPV>GmznIzoMGYJB!& z$dgxK^1`r9&Y8EY^+iwK_?hRO2x}t7omj7vwNU*Wf9>IRo~6&0b>)bPMx&{VU%IJr z*g6MV!06M{7mC7u>cOnysy*9*U@!9SZb5Nb=p9Z-y3tk~E3pURwf=O?yN%WHo|8WN z`xg7zJ!tn`ZOQG~can{|$UNBu_EzBy)7aG?52~9p+Hznv_udW#5(`|N;ffmd+Y64E z!uwX%hcoveM|t)Oe747E0~{F3e55%W8m28Gu6~RN$FbFSVG>8K9%q;rPF3? zdFCSK_r2*+l;%^`5?Yd>dVPKTm`##&c*&oUB&R=FY)>n{2n>h`DJvO%mZ>v5a8MeJ6*rbUmtRlsB`8v3pMJzr{h0}eq9NEx0-eQ!6)U=*fF1>8&e*;rh?`~ zX*zp8(Bih4UdE?`lFVYwfdzpnmaTNHPG z54z5}Zq{+}Q%>5a8jb`r;Rn3%q#6!_ZuGt`U>y<2k@r<)48A)a^TS`e zV?5f2FKG|DqU3{UNva~Hk)f}GzMFA|bpoq&hkv>+d6ej~-Jb4&W-(5*`sHB%5!s>ggtwRc);-IVg&Ku_fUfQZ{ z%L)qazRK_>T&|}p{x11kMfq*5=4i_eaEAe|)s)&8^r?4z;Mq0wNBDZ)?n@E(KN=bw zpQKq7ADlwyRkG`52RgS4Prq`4xXXqModyS>SYx zo$xYM&<``Epg=Kys+(c4EBGdXWU~2W>&-){unX(zG71&^zpv!7dT= zzAtl`=;t+sYQXxWAB*dg!77Gth3%GO>s5PtXJ=}YjyFU(KT>@i4qd6>@1!@ZE<4m3 z0p12Nw~kjD!YvRHi*hkx1=>sgt8j^u=`-QAY)-01w-(mACgmjIHK;(YRSy&YSE-dVoH*!Yj`PbTFKPO3}`o1 zdg9rr5^@W~NlqgXAsrNHA(>``D5shX7toO=5L{H5>Ub$G(?)C>pg`aTS9oI6;i!z! z-e3mE4!OAtKYRaQKX(49-{5+f`YZdt>g&M*9d9d$h5Z%MzhTj6JCVnNpq!TQR=RaM}nq;7}v# z0CXGoL%YpuIKYZGDNbt{H+o}^`S1{>(SQt{CaM$fasEkWRU?SF_>B>BC4}syBuD!_ zioV3TsdH_$sXnf@!M>r>}wm`r8L;MT^5=6bi{{mc;!iAOyKd>-CO zI@v0t+Ao8|D+Yh-n=uj**L9VKN}UC*JQ*O;w9!|_R`ELSId=ufP{vnV0WQ}2DTL=7 z~IRJ!5Zu4isM%?TbAi3q#4Tdr<(%5bJ%t+%3Db?3y(?%QvB zn$5b}1F?bipqyHL^RpyJLMUf8_V)EP!96=c;r47_TN|=J?I9W7o@))EhbOB-f!|d_TEWXc1Q0{0p|HXyXx0hc# zkB?t|o@lAgHN+yf`Zg#8N2XP%;7HdGy4V{aBGGK?)^{pKSb6^QRZ{W{I>j?GT17j< zQ09z#`gZk7#^}$SACt?2&BD)J2Ex=-8wC@(5?|eSajY3CJba`hO7v5<{;_Z0Fg5uN zf>ZO~48EsXy4x9AilZh=!y41-nJVwy?DIY~$1xZRYZPd^cq&sQLc2)UUwDlxXW)jJ zdBBfBw-xA5?xomL4r^^pIMYN|@R6S}<&x&ij8pnjh>8iYy%t5JN%G=VX^?oZJvunz zG$f$Fbd@3$6hI|^$RwgdG8`E-LouW>Y6nYiGF2pU22Z3ujr79Icv7s|sPGp^0y>Zr zvK*CsT|-|WL}(IlGy0QE72K|gq`T5lnpK8Zts5sA)Dl%CxyU3WR1jq!OoZfgSkCYR zS&Y(y+MHjn*KJ+FT@9E*$J45DtvJ)zP`cQq+ma%5oOoWGH}#3QnE3ijCU@75+Uo4N zRg2cpadVf#Z-aAxvW1OB+?bqp7qO$3O{``ti+0QDh2l+zQz~s%gsDv|LsN4LXIz7| zoynduoNwlT$uv4&vmf)i*F&#M5I*hv@CBhIpuj_yyg5oP2c2UQzc`|uRSnI$@;!)3I?aG|Z zHW*IeDUuGAN~D!((#O1TeKR3qp8)Zp()On$vHg2NiPR4nY7MLfgegDvSmze1@6gsa zwaVODMg@ss^Xm*U+YiTf6|y9U&7C-)QY6!?n*T;5ej`7+k3At2vG&VkH~oY2&;>Tc zx0zCendtk~9BYiz`z1}dFlXlKm8(+&L~SMqPw}P%ub0hDa{5B<%5j8yRw6Gj`A6NN zRVE9fOnqE59MY1hQ=^FxdjD+20&EI_z6W2lN4x4;@;SV&t}1;CvbaS`kt|bCMoCmM zWF1xoZO3lxkQX&r1xMFF#pu`3dJH!T_FnsMyy@izRkrvfW)2GA~v z1qsIeN93(bN?!EcVtD@gt8~qIulAFT3tt6S&A>H0WUro8<^mpl9Tx# zB**QCnH#b=N9#aZOr}2Z8{GBFN3}@v5Dlu5)R306c%ln37Wj||iHsDjycSBoF5)AA zn>kx>OIGEi&JpS8i8~kS5t3K#O23r}KA$(54B6soKB;m2gjYEEXN($EyC)^E{id-W zs5~P3QA+yE3lB4|cW-buF!Ku&*c$vz?ksjKL9>bM-wz!6ACWF_@q!Nv;EM;Lc z_)K8gO*BuYdJ%K;#<&np2%fiteh=8|gfm#6nWZ_vL3gDkh3JshBFN$MI7{XNyf>Ty zMNUhmB3dXUQ(Ad>-8H30Irm>n_rLFDr+v#V zNJMIN)#9xhdj+@b9cR;>`tg*KBEmP-z`h?(u{i`Lv!dwFw#A&OF~kq@Np5T#Ilu5z z7dJbtgUi(fEM|-hOjKVXZ9OOgX^@p-j>RwTN~Kdv-+<1Q5H(GtDReK@$Dy?l zLOvPsk0XrxQ0@9-Ub%r=cb3L5I)$+|&agB|DY>6M(8%jA$kvme36(ZkErQ6$1cyoO z$RDh=v5eYrdUE&Sld54I;~}c2gGWMEW_|Dlo_MR`w)NRK%gAlfL>bi@NRD+@qsk*L zQaFtle}|h5cT(Uf*j_%KgpO$I5~WoL&z(5aMq-Gxr=2(_(y&A{oiK05?dI2tS+r^+ z5gQY{oiq*fJ3ru5q!vL%-gd3);1wKKIxJ3ynUgH!P$PyZaF9-o;We_31t8%g&>7;C z6w-+nv?pnU4bg;sU_(aWo!tKVMFTn;!^rlp+weF+76;NXklhsKH9h1&J&DYGRMcOF z?~Ozz7@OIYWZd>--2OlXjt(Nss_1F0BWwj`x{e~VgoT|o?1YO?H5k(+zPHO-lTVP7 zqBJAA(@f%cUROwbw%VPhXufHwYG$un%L~Y+9qHz2?yKm5$9)m+c>VTbsjx(??)BQQ z8%8Q+MA@URo1u<3r>kRWLe6FWdDC#>-GJ+fq9ai+e+D>-i0Q}~VQT7{kx7M?s3Ss;wRh zslJT3DYkNGg*Lsy!YFC^2DkWtAaJ`6ItUsA#R$DJWU&ZrEKE}evsQ|dL4AoYEch|w~r zP9A4Y>r!G6d?;9I)L|A+3is6k2P%_6rXo*l;=RNI{6UxH~h@~@L zmv{j!Nh{_d2P#J6Vp>#Pxg;`I5ZpU;NSBepNdg1c+cju_?KmblsH;`!aY#2kcp8{5 zXz8lvjJ)j=attVmVbSz}l05p03qy}%|Z6W%3-4_qY$O7r3{42c{I)`dV zL>)Q3a}>NTQS~^QTuH)If(6uw6R(N90buJ=BUpp1mPAGwN>A&?LF9QYn(-)4$_?aD zPs($!{|m1of?R%qHeQ1OO`%KH(pt-@fEvkEz7aTDANHd6wK{RZ=XVkWYLnvhjH%== zUMpikrw|iJR+}cHf(s4`DykUs``q~fTcd~$W4|okLxeQL6>8&073x}u(c5_K6*4Vu zbe_Rz6f4WN0Ir3xX5XWG422X^iD)J? z`XMMofCtQ}0ET?^sMFF&RN(>38fcf$6+`I>q&-m@bqKE=%zegC8ek9Bg6Q>SjN32l znVcl4+f`|0bQ970d!B+QkSUOOZ68Avc_f^X5?RiNnx=r$nw3}#6(Jp-c`Oo>9{Yp@ z3K=&o>oLlByoSSjR#5InS%mzsX%>Vh zfp%sY55hREz;Rl6c0*mw1jqQ{_WA8&#h5+(OSD>;NT! zWri?t51TiR78wPKay4*i!D}K;0q)&! zGC>so6>?pMzKDaZ z6jbUOS8|jbTF@ WN{omRm7{(qrz`r)2R+ukp8p3jv>??0 literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_12.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_12.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7c1d524331b268a604cf637c296f4756697d6ad GIT binary patch literal 13845 zcmbWe2Ut^0w>G>JdM^f~8l)yP2}A)A0w}$PE~3)JfPxeifd>d6mKd58=>(Ec6s&+? z1C%C$5J04eBE5=qY2n-0p7%TFJJ)soKVE^&%$jwtb+5J8%-%EZ^zIA+yrzaGh5!Tt z01)sWurmN01z4GxS(uqvSy))u*jU*)VO*RX9Gt@Zdw5{tBJh3UB4T0^(#moYl8RDd zVhDAlq6!L)M#JSawKY_aD664Wca=cc*w{EZIEA>lgjDy7?N|N({Mo4m_*fyjP&@-f z5`gkS82BJN^#B~SlL_+k1N{C#pbU&m%q*;I>>Qv#1up=FFfc$F8JL(D8A0iAupeOL zW8&YB(qrC(bz_kXfT>0$<+DoZKdKY3p?#NDa}SJWV;9^jBrGB$D~CYJqYoZZ*U&tC z^q7I6k+F%Xt)0DtqtkI`56?4RXK~&>K^HGw4!#l+8gn)F+VvYZ3Ad9|Qq%6FXJi(T zDb&KE;*z_MpOjZrKCP;L_WDhILt|6(+m_C*?hid5d;9vo4v&nEjZaKYO)o4iEw8Mu z{aD}F^$P+p{BjHY`OC5Y;ujz27nG5afstj`F9&D%GsCxi6V3p1aHc$r)`!(^md}ZZ*%YDh|tO17oS-!IU%8Vy)12%JH z-@QU{d*895-M&WKbDbq1p<{SI#fSA6D^!-u&_(lY%(6Vr`Dw8|pT5Y6a@aFG91 z?BjUXUBmLuh$6%b`9AL2H5#KDL{jF!w3en#p2rE0mvoDPks@gaX*=OoP0*C_9t~M zhird&UAarde~0=ND^Py#&jbihIbSfOx0@57%Rd8}2Qs6~s0HTSrgm}PoI&GmFNmJv z@`od3=0-#V2IgL^?AxLSbI&7~V*>)?8ib16iCF(JQ3A@cL8#zsi#ja5Xn40pn1HhS z+455uW$-4&>*x4e*AcB)LIk2=FE=)w4BNsIl*M9DhR7den2XDw3r%KsqV0kqqAHMY z`1b`T2=z;GW!$Uo-C@dDu#o)1Fe=BE+kx7?iBZA~L=8*`yLbt%ls=oE)=BjudgaY` zhuCPRWXZeiVp2{Z`fPqG+z)0z7HD=W*oHi0*GqkS>*iU4iG1DE%pVLP_q4? zXa{Itd9Y1Cy+GbPZM6gB&79ucsu?lN&%f~hvZH2#{>u!S*B^u&5MlKXf)+h;?iYff z+aD`~K`ZVH(kTsgU>N>w1DT8bL!5QTQv%8!48Z(f{=oo#`5V7( zw9+uq-u}aRp|2NwZ!Ysc_|a8Uu7sHw=h^&$=te8L6YV4CIIPy!W9W2t%>SmxSrBxo zW;M2GYg-S@5hi%QVBXRS%k~xw4E+D2Yl#Q!TH#^?bAo3VY2*4|B=}Do@|qtvm8y z?xg={*wpW$N07jLj*dI3{|}b%U_0L%%r%wBFLg%$x(>k1JBk<0(}D(UI<^Gfp0H^{_?vM?IOLe(?gqffN*x5E>Oa1 za}ryO1B)Yh(;Tz(0W+U()StftadZdJw*9SYI&ZCmgqGe#_%nVr zJ#yl1tzxL$$fW8!gu5s{#3nueTyZ`0^w5fHtz1~3g9YfM>uOoB|$Mdt7 zD9_`@pF@E@&jVFSc||MtHI5c9T#I~%7VI98X1T*4t|6d)xZSGYMeWAM?eX4JVa%8Im7-Q<+wS5As%BXY0U1TEni9ll%>3Qk7S7w!?ADyi?B9&&SG|#6 zNP)S@1|hemGjCO5#}gQYEPA(1C?dHfRT1=&nCb5In3UxWh1Qz#70Hn2iD5ZkI_x6* z*S;ofcxDHG`b29LD=Ma)a@&4hGD62l@2g9<;R>>SZ!y~2zO`~;ft>DARE!0?UzWJ? zR9ZA`qcJ0vr+IyJgF^N<`A)2l$GeVcA0jNJE(pB;l6x*q=N<~X6{m0|#>PSMj-2ak z7c*w!J7qj=WbAAK?Ue5hz;>u8Z)Gl_%<{9sO9|g#xTDw(FjBrA+Y%}uFmb&hG-?V7 zzp(?b>kYRZJIg06l=Z~G zCmqH2_t5unB$C&NO`m1pJt7LlunA9AqK!aSIvT&{EQ|qu4Ka7-Zg0R1Oh~|8(k7nZWoJ#^NHMjPm zxjicTb&r^`ZAG<7EF^kCT!|AO7TQOQR5{e{6;vnuFzZ0depcKF8QGF|8@}xH&lGyi z={xt(C=nh`!nQ^?9W@A=8Gh#_yy%o?;O}#0K}>Gm+2z0xrlep}vF)zH9y))Rie_}= zn+rRDfKAbjQkS!9gm6}2`o)uwG6S!|m+mvw$D3DJEijvY^&S`Ft5xWcdofbze+1YIFA%w{~Djes&U0Avxh z)B^k-n0p!lIP|-v>7^3Pg|R^hU5@qN!%P&p1ask0v@>KsloZWcw?=872i{J^bA@7~ zWoP)sLW_&rVzVxl5ow_P?95Zx?Jj>)1<-o#e*J?M0+F%RTaPnyTfV zt~VHNKq0b>BuT%)aU>AB$aL}4#m58EiK7UuRVZ8Jg+&9i2~5@<-^ls< zP*S}5#{b@UvoPCxA?}{)_o!? zZN8tU(r9UF$3OK!b^xV4s!a(&A2F$(+tS2 z!R7>$E+M*%1RdXPgwtT;)!OLDdEHq0tkGk;+g9<#KkYgT>mD23nEo{(p!66+UX}bc zU25}8rmJ^b@qn)_yVk=YmYdcd-w*Qp+=zh!FDB&c_oc6FeBj(9u&p!z=fy8U_8m_J zFt6LToy!Jh_|5a_G}W{57wiLm?8zKoWSvAbFBeLcSn(C^06(^$F?9K3+I*UOM)mDi zH1}3K-toRzpr}wam+w&4rNAfwlUf2 zuuCXK*Q(X|yuryICl7Y4h`!3fjdR;pp44x9b`o3|g%dKoZqjFO4E}IEcReiqhWB_E z`$!tZ(;D?@IREwzU{PgzvD|$_OFG@LwI z9T`;8QZuhfuPSO)5Vsd-OQC_e8rL5Fc{_#+_Ppt{;?+kSO<8SG?5} zV9?>zQ&6H@=J{o@m#6rk>Z$&k!73sh{Vmo#6q!$Zrka;uWDPO5*Zot`Ocd9Wk zP=Wy|HZ)x(nca(WtS;NG*jveX`vFOX1ViD{zAfz{OOr)&-;b#5h#Uodvm3)=l~$yg z<7=Tci5ZI-K^;$&BNaP+IoqCnf6#hLG>JZYYumtU2XKGOcR>e7Q(KE__j%m^Vr}k* z($$zJX3enn*|*Y(E~i|WSH0E)Bl$M$9>qs5_|nSCdq?xKN0Xxlx*_ZKlWy6%i=XCH zd9vI+G?w?3Cp8559rNE#*Vi0)IDuLFa6CT5!*}?T@wb4+pyjul0?dUq7sudJ4G$Ou*w&#!^ev__HRQGho=+3$~d9%x}*@Zo?(@ zqT*)wj%)^OBcR95#v8o4nwt&vO`9tkbCG;FvvOZ_&T92emEo09FS)=<9_`R@ zpPom>72ADHd=DV!G~A=e_c|WPeK^v5fgd?!AhaZ96BMrrF8ogwU%A%O*ag7rNgOvxYQL;i<5IDP3mn zP#cdtQGc3wt$HD5S=*%OVBkLtDk1g zx#fT8Vbe^uE#>iTwBx5z(L$bs+(<`6EzwhKQO&yh8ER7P?0xS;VfNH#C-bGFM8#|C z^84GKl$+)bMVfa`+`b&Zp*(gnx7)V?>1WApAUhx0t$&fqMNk(p_q2w7(^<}c>0Lzu z*IVidrsfZ*hwwO{woOUaJ4lzE*!(q#@Nm+I(LSd5WL}L{3+DNOd6v;Yc_7GW%$SYd zU$pI;Q-1x?Vv7g;hr&kpy%1huJ_}*`tfLV22d~wPy$VtV!Jw~g(v4Cx<@tWk@IFSc znQkxhswCo@^PxD?n7l8n8{1ae3W@|&CNO!&;e!-*|8eo4I9jue@D}pzaE8E=RL)3I z`U~R9hU39#%(nfRgQC5)_Rq6$P48ZeOvR@c3LZW%x9L5q<0%N%nerAkOb(9AN7F;1 z9-2f%0B1i+RttQPSrQ(L?r|Udr+M#EGtjBjmSM>61Po>hXBcm-*;JKYmK<+9?u2p~ z;yvWSNKbY1UGCG^Q?dfik#Pa1apm$NTDK-Cbcq2^c&>rd5+s#h++nb8M9q*kw3+R( zLQ=eBL2*iL-OHc+9HVRpSZN!ruiSlbLHm{YUUjEWx|1pxL3ny8dNag}Pg;#>+BL^A z(xp4e$1yEV`gUEgh$~>qzjp!sjrl=;#g#?LOrs|A$2)+njV!rLLjS$!Wo9wC&&xuk z&09vo!rqR-nm^>jRm$GCwOl%Kcfd&O zf~w%jS^(xMlG5fT9qW~Q#%0u3nm1gd32tjSgnKirfV4*OBXsUL>~VVZPsA2aaf63U z>ec#hnMQK?ZyDgaA0(&J{)ub4ugOJ6pS*T$_=~f~x}Oy0yL^h7DCbRBg7vwa4BZOdqqz_n^@`o-11;%%T4aEc)C%zCnlvh{- zDjnV8(`CW8YMnGg?Wxk~nh^X(W0H&Fe8tE<;k$cgR{e8Id;JEdPI5O^A{v5% zuH5Af5P1T<{Jn}^VQ9s7(!9=%$o-}ST^-$YYOx9aJO6ZL%^6aJtieH*d@#_Sv!YDEo+8F&hh}Up-{}R-V6@JFN(Jt$APgw2L)x%}n|+ zzp>0mc*2nnmB+IWZ{Mi#7tsUXdW?LEutNuPa=blMW3)g|B&5nR89;xdg+q%)?0bG)(z5#<-e! z-pC|$sg#9e>{hMawMmYo_NtkU&QeL%*D=qly%>|XS-u`$)P8RmaYj7#Ay2m_!;kLM zxWuPviRF4mEn9p$z&|lv3nY#uGl?@N0(<4gm2z1g!bi+698!9%OoEk9cR@s7&Qh*4%9)MH#BF5WhlVBzmbk<(E`ocNE0b}Taz$V;Q zth>+Qu_XgT)cXlZCn16NLyjr~RU&lq@s^@#mQ$(l5OmbP>H*BIg!8q0wd-GMb%f)pE5IYP0Z}fHDVy zm#Gq$+edWwl~<7%sjw<4Sg#2x2#hmNPa+G<6?;ueN}9V$nDT~Cmm`);@Mh80BgJ1S zgl4K)hy{A%9&*23p$?i;p?L9U$+F2sp{E-YS%XZH&5XVA8HKmCy5az92E$K8yXevr z{W7(XGxd3&1~w9$?`$3!VoVfl*Vibep5ptbEFtwV6*lF5#pPanWR7YX`a?&l7Btx> z^Jtza^SqBM5^K?qeDj%T&EU@x>JrwWOCd2)DP$_3g-*%tTqQ9)@L^pgflHKz{TsHA z3=xpLSlHIt3N%T(1pnoAZnBw>{O!XG-3ok}ek~TczCxjG)bouv z5<12U`i;tDwc7xnQjuftZah#f8<1kQXN<@jaj;B{FssNV3v}3SsX`-*;W@6$B%6n# zUMEj=q~?CehTN_TM6H~XKX-vo9x83JH{q++wR6f!&Kn1wU)sMKRI@&Q^PtwvQ67KE zEC!(~O;+Yacu$<}6!~KrwRuy2lcnWD^EU?rPED3)mFE(O-XHnpvggm&)JxuYxb-gC zh6~gBjL+MqJxK0u(?iHg`wv^bUZoC31!MiQ;|_Y)_g#;%JvjEV-cr4UF=7rI(6sp` zuh|jt{oE>EIj~RVUHG+Px#69$kSzk9NBx3 z0Y|)fwVZNVZsnp*@b>o(;9oaa?*JFLHuh}Gw|rUm;OkRiAnB4fXkk&Yt6YXF?9Wqe zR5%mx81^Ud>x;c<{+Cyb*EQ&oRNu-XDWgZT<4IQbvZ@%#59q_xH~6FhG=iCV3g+=$ zETX)EBcrFE>xEy7&HrCn#}sW<|_AiD!v)ObK#@U|a`Q8IH3o%f-Z?N4*Y8csI+rFV{ZtOgM@qwdh2` z=`S6W)Zi;I3z+Rt;F@vIq5iJ|Sp`pKC$_VdBRMl2o_%iFC$R^706_AO5yjWyTG~E-xNa+e%eD1jXPVOt+KyMZA#V_bOf*%MBSpRUyOe->D zFiLwgqk2m%q1oP~BJ2v?DSwHlM4G23U1UB0nVvrSPio`DWeNBi3%u-DXF5zYN8ige zP+jG82PA2wEl54H_3KD|t|>~>>Fo}%(&PCoM(qp)Gp8PU^zclMAEON)=k?82e+B07 z(BszE(E*sHtV7XRc^*a8pxj?}A60W5_An zJDRKQ0@c1>Ph7YDxTo~EnEd@=oflCXnMGj~QOV$wCmxDN?XQt{Jc=-ar}rw~`__kP z7I_Moo&Id)zNCERvW(-pJsg$%4Fx}XRI52~wl&-eUE67d zA2rATLmdp!QI>;^su+3KncQVRxmP&IXmM-cs8DWu$@Zv>M$)LY#n9Gs^@t$nl}r zOz$QVi9s?edz)q{)UIb39;+gD^&Ue%mBJb63>Y> z$#e$HtsU;5tr-H09nm8MtHyM$2C>d;nl4+6*=+<_7Oz}a>LWO@7HlKN2{c_{m<)0> zy6Kt37+jgQ#>&j?$hf(bH|A7bkcyvokQH81lj{(Gw{{BHO~IG$UGRxtPdjmab*2s_a@ z;`gzs{5~d$#OiG9=$*4S_=4swcrAPqDL#?3z;E(V*x!!l&4Vc$bYRY`7bI2d`_clpa6Gmc50S*lM#s z|J*O|_{$TSZtlxZCxuc6r9#0QZu-e!n_M`V=Dk1K3ca0{yy2uiV7(AyV(BoWEyFY>cQ`YS^FQ(##V)P0;H~Bo>1$NLL@#Q zQ)30@D;`1ytf31g1~P!MH``hPF|1>M5JAnvXhiolL6bs)#&-u9K-rNvlAD={fr@yh zDWYLNN2X=DdxA4y>U=b}JG%qbN2aPv+l+QFz0;bgY#CC`Z8~DT_BbRXu2wt>Yq#hf zbbJ$`-sZNXIxuJ??Wz52p1znJk$#uDK8ZPO-uc}KJ;Ed&y#|a_Q9mJ7UPVWf#Uc;q zvkQfGMHPqc^KJeqyp+!$o@qsElWN5 zz2Nf>%Y-gZGul=qXy7~f++}z%i4A4!O;MS~lpSc>?pn8IDQZ4c=vjq$RS=BDn%(QK z+s9RRhoJ!Fv7WbZ-(h$No*7cTa(TSuZHfL}dj`#wNdzCQ{l0j0G%sZ>D6=&WTb-qI zes*t%c)=sjZn=Qi{+NMe`|R@T%B@YG#_^8|);i=CzU=@Pz3%B0OkCA{HIaF*d>`{U z{q|!oUuqJ#?hR(oF)Zar>5Z%MpUimq+{UjRfVVumcbe^PqF<5RcKY?x^*y%-rb3;+ zEe@MU?#a&UDIC!h^_8=JX1(BC**=fr*qRA^_xfvONU-E978KrS#`ffu!hW^Q8|I~2 zxlHbZGf(g6-v27H?`{sp`Jn41LS^WAju#D_XY>8k=m)bxhQpkq1e?1sUQ#{@;Lf^> zqipN@f%Mx}K^8?VO!rsI%*iR01 zpYZMzXA%LnU#A?7uMk&8>2eRYhpL8`pe#wuzS0}C^3?_tf{P7Q;<{MZqo~@VD6?oI zp)Cs)DT(1^md@-xPRRU^&M1RgFCMBg4;7QCxm+-$#?qNAAnT2QfQKli^#gRdri`4O zEmP`YDOHp$Z%$|P2$(z38q!`SHc}x(h1Hs?m%-JGX3Pw|flnLb#F2c-yax5Lf?8Rt zGFeOSK4*<(G>~<3&Ma4hIqowa`@Gv4${)@JNm%plJ2e9P#uEwLa9PnDGyh%CkWHZOQ;P`MdQ$=sN{E~>?7?WAN^`JkqyNBkj%vXjC= z46fNJZ7^$SCzgN!+F&*v5)DGbDI$kEP|ywb%Sapr5KLiLGsHmx3=!Z&uLR2=MW9)& z)ZE%7Q>h175A<6PJRoRH3UpCc7!f01#1o^I5SD`rx6gmDOF_VoOp!L;PY6yG;Is5OjR83 zmjj;@4s1W@yn{a5A9bxg)Z*3hEG<)4wr(2N&k|(WULj0kAk~u586;~+0|RW#FesKW z&&TSSv3B@m6${Lc77`e+8X~sQ_+{HCqx9|OBbNi4)0o_I>JG@hgw#|uOYYvrK-B~0t&X~k|f5J9M>{+1Hu2I2$bFUO7WiGKzYeT+av3hJbM z-nI~i0oAfmD{Zp4HUKFbAMlpaz7ESk162&2@hKS_v>(=c#Vy*zu;zNn1XE{IW?}Fd z?$;)#HG-_uU5msOL@~iUKBpzJnPsBP2!Q!G=#92F7a)r=K&+7o088f`g1I~4C^v%I z^imEDc!t_|-GQalrpY2DTm$AEEJ{Ceb6UZOVax#Cums}VQ~BKj@M3)WkApyA$$j^N z2l;MEBd<-foVXo3)6^F~@d8a1sv*jfH;+lb((-)^8wi<~@hv<1BKWoYixq>GBQ1?D zdM+#YVD&}c-^5FAwP-Y)r625g>m?T#qYEB&xb!?+foWv%Q~umZr{h!2&6(4xY01oK z&pGQGl;F+?pdfi)I(bHy!$3v}0G%zs3ntRQ&01s#xXEj7BXSAd0mYj2XPGk)5Cu`p z3x?BYV4PRZFQY4jspI&EJ3u4BwY^L^A_bW3Bz75E`2^IGfbnEmVyD+FU^dgd13}Wu z)Fi{aqHeBG$!NF_fM{dB9mSEUZUd%@%I-b39|7(Qb7rcB(HdkJ*bxPIc2j2rgiDNO zh%#nCdx2-+hG69>)=(M&F=Ybjzxg@|lZ4FNHi{SR+_1Mg${*7{&`G zFH*=bU>eENlZF?JM5X0GMzDfTSNxMcY_| z+#o}{cvG-HXt%vx+zfG465}v|3kKLk*p=G?1;h@d6Tpr#5GsTiz-+3RWRwF84Fq}J z31ITWurX%lOhVKKv~8>e1g!5i5DdFBg2Xt|lZ`Cem-4lX3cQYAt^z}5ZbJv_=EZ^- z6I~`H83_`{>RJ>`YEgdrlL3E7l`^^bU}AQBYT5Z4-+8B!2#a?O^h3+Ix}LFg&yLoj z-oZ<3t&gDETR!K!B3d}n8{&^GIauGCw3LS{wNIhsf$(MTYyGy%c^{HVYsRTG~ zNwmLMEPka(yW;u%W$B26xl<2EGzGd$eT>tttrR4RxDYxVczJxB0k9C6A_ELj;5#F% zS%WMSl#`ZZAVhLSdZWyAnYrZ9<=KwB@)4PO$}1Y(~y5*cjdV2H30(xTC;=PAN|(>6s-P8^Ach zQxJ*}qY*q8f&1!j>NFLfOV}PEu95j z&3yX~>?#1xH2{_51_lHuARzJOV38$f>SE9-?5f%bh&Rg6h`JvQ1R_Wx;Ee)J>?8oU zkw+@ut2sK_;kxBZpiidM=8m_dNY6`aRXhsxmU%TOp)o)t-K~;}vF&Xi{Y1=G;3_Qd zQyLSxIMMSY=fW9fhjNhw)#_W-_*xGOaDINDlF%ANYWJ{yOK~w|bESsswb?wdSmAc? z;*0kVIjHz>Rzof`L8#0w`2#;#85;Hvr*jy3tC_`zb^wSOa1-t#_%JPtgY*?-894(k zv`i)>iIGI4C73efAS$@JA{(!qT5#R2jAVZuWJ0(k2fhUh>czGRp#<=}gqG5zA8sb$O8>eGx4FKj|O?geW{l#fUQ&( za;sXi_PzFc`>Vrc)s#KvUWZmDrYygdd-^pMdRIY{HSSw*LBG|%g=C;+dLAV(KPx^Z zT-It{cS6h&6YeLOKBp=0@#;OV;nwkIsfTFyrs4Ncg~^f$R6v-F#+p0F3Q;NJi46sK1lWI(j0P7VnHY8r5<{|{7`9Cb zK-&6w%2^kgN30+(PZ6l+K}%@~Q}#Tp_CM)vL|K4;fs?I%{b z%7W~OHt;qrw++MrYiM8^0WS0mnPiypd(jyb$*APrRf!EB!P%W%6^Ue}K*tHDF4iiP z8IbQ#Axfd;&?KHq`4;~{2I;OQ$Ac%X`a zvI9$aIgo?fJ&IN1Y~I<)%MX?nya**gFmoGF9M92t zrU)UllRM4S0KG!tbavV73Npkono?pCea0$g8i)27STj=%KD{aPA9k<4e~u;p`Iy47 zF4>T2`NNMqVz|3Lxqi6J5>teO2!``>^=W>`}! z0D%Ai1pEW+e+G;IW=2LPMh0dkCMFgZW>$6>2Rj=ZyC4rQ7fe(LE+#4@A|fuWd_-JQ zQA$JvaZFB8RSk(m!jEX{X{jGq)tTKYK_MC0BM3QpYr_VUJdz`=E>E-PcbS3y|$hGUCQMaS-#KhhuCa0vPrDtT` z&&nqkPzsBROCCS3q*hhe)YiRt+tl3huC=YbqpyG9{|`K>LI2zX$Br{}Hl(0rn4EBLF)T0!|*38$bc8 z3sm2dtG(4PFXp%&Mzox)j-xs;S77DOQhoEk857m;zGPp1y5l%vim$Nu7v^QGyv2X; z#;cZlf^@3h>ocbD9;~)Rv$y(Qq!^;b^pCXvvd@EqJ_#_lg3s6yW%_GmKG_k?-pf)g z0{?%6;N2)Kvi}^LpG*5u1XmM|DN6vYz@i~Y5X@;HsDN%G#Y`eH2<{H z_4@pOSM^o`^~pF;NbvAiAI+Tu zgECg-_FX6Y9@u3NuZQut37I;Fo1Io?GQgmq9=%L_7Q@jNaqLA4FE@WNqi zhjzrh1G-Z$ku#aAdx;t6g%Q(#I#%PJ{|)?~Dv*!$l4{%^LQYmwK!JbjN%f`tXY=!q zDf`>}cwar3;R68w(Erb*|BqC0f(G>YK>Q)lR4fkYVU7W@`BMKi^MB0c-x*cPU+p1( z6JeFfd_d11kOv|_Yy3mcAKc3Hj^6(~(4UU~2HN6ZHd}D8{{L>z4j|tTU~Y9=#0t(1 z%~PMqupoxmtGMTdEdu0BMI&%tG!ZQ#Z`?#vFO^ha5z}nkm&oT&64i`VPv1K)EboLP zYDcBs>m+xU1b}Zj@hZv*%9Mk?+9u#^{THQm-1CCJ+Wj|5$_JvAKo$NP+*ll*7PsX+9rR8{~whU4M0lt|4_mOLM{43(?K0b zlfFv@Bgo+<$RTU9*jcf&R)2Vk>Lj24t5goQa~B%`Cr;5GRJY>59vFx_h+#X;K3}m^ zka} zp(Ie~1POQfyC6}`szo4w{NIU5NWCBzVEO0OF<9omZQSK%M_&%zvlg zzu@Hm16b~W0zX8H?jH)i;Qx@)@{eA>$CsOoRBCpP;kr?8U&iZsJ5Gkj7Qu&K+`0ZU z`}H^5sj`VMqpGx`YF%2Dz_RGirt6i|o98{)xZI<%5Ab4I+Y%h%qDYO0 z-VV89kE8a13q@SzLv{vyNM+;t7q z*)ZZt|6p2El31<2_H2w+UzIYa&XIk959hplzE1@?UuxT5#hl}H?x_3sC9|a5m*>+e>mn^5$1n#(HlB;oe;GQI#C9)-wX8yfBoOd* z4tF>U+x~k?dkc%Y4||eiagOF$;q5Fi9%DO@i|0={(du3{kj_aKA=O`RZif5bc`lEk!@gkA9?qLiA^4B-JZGyL$1VRu+wwWbEm6`{SwFGx!}<58RXBmNC%v^)m2YLZ%3IwdsZO^Js-HtuD!2w$5ZQp! zUMPzcZwu4-IU|4V0|W-`a1}3${(S&jc5_ucVmDtC4@^Cb8XC)5ukf7|-(DuFOzEEr z;|W)qjYzbozigby`KjpL$)=hF6$ZQASu<41c4GyA|kAP$;Q^H2)TSf0b`45;Ri!9I|?59~&P z>xI|s6|(2_H|Kj^74B~;}1ufYuD%rYL=kPBFsLJM?z&^TLUEw)%`>*rOv)y<&Ie?O5pLDg6>g# zyZ4ZMlUHyZQRil!?*ng*$@@T$*$|D!iW-;dL(R%uJTR1NAOCb;fPWsb-=qKe`qwrg z?oXLP@lW~MOIV%t#V_lW!PQo+vu0fh)E|U0-5qC;{oEbro!!@y=Z+k3v3SFC{S}B2 zwf=fzi}3E@i|iCq+4p)boMi6&IjO%|5Z2?0cK1Lo2n_HM&D@nWroCOh3D_SE>+aQ> z&|3&Hy&5+jd9)AYlTUs~Ruh>$k4@_k$I^&B@wMRop^ujfQ+LJ+DoJjLsQ za^atYK}9tPUz>~(H(F~C`Vl_+y`Gu&-`VuBTF^715uOr$tq|fw9{my}3K*`yac@6lq_t&LFpM7AJrw;6KC*FD^!DAHrWBK*Mo-^&1z4OLWe@1g? z2Z;kqXsI+tyqx@0gL~0Hpz&CE(r#&lU*Y1J7mwN_9}}Cn$JB6xaU45-4m1cByBg4N zm_Wm^-$j5%QtAjA3Fzp*D$ro3^(KcxSdX#(#w=f`Et1@O4YS#k`?{2Q@$1Tg%_gSo z19$V^{1Wpxt{-p2VL6cCz7GtQNGw&-+ww1aAmE5@gS9921FrCft`t5I`4f$~yI0uz z`A^56p<_E8=^l^m-AZY(yz?SkG5oM!$hr71sqVF+1lBwki(wEUVJ~zhXPtTIO7%0s zXYDsAGOvxJb4x&OE?%64isy+V8&CO?#=bEBP$w!F_EYtoL-X zGm`mLz`!HJYl>4IG_9i6vbU&diJN+X9fUF=#=^FxvZvZP_%N(o`?%xL4;LQNq;?gg zc6^@~>N)sXNle&8&VS9S6f4sW8+ElpwfZJZap*y9jA-09#5AO5;0s(!dDomRMW^TY z_5oUz?OD5}ec(N|lSWVC`n`=WtSG+jO4`0YBYY;-eUlY=n9{w8rT$t3S9#b#RMYll zf!~=s8AlD3{BcRKju$-zN7Q7;2)unoLa*|8gS?{z-`)JCy)A^~I0;`$m@7Cm_`Pyo ziV%nBK~@PICKn&C7t4)9XH89wueO7We!+3VLda%E9F zQ`RX>N4}&9&o=f)m5M0Pg+U7GqHSmM!Wfib))379+lQ{#6ay&1Qmy}W;Urp2H%+g2 z%WFigR;=oN-cOa+Gg$t?2ShbA=ZL)5Q$KMd5qk}6O!DI?=%#JB*UVsqO!}E3@lL7s z_y?aJh6hWYJt@S%#tF2lN}%rZIqR>6BO%f$?NWY9)JXvhD@vk8F-SFF`Zy`O@g}@+ zg&4b}ZlR140$wPW{Ra5uy2sQ@CznPvwuni7?s4{=4Y^VYSpd_tFpA=No2h)>0JFYZ z0;v>TXgq)Fql?HYqcxYnVy&oGOmpb1S_5g4X`|q1ca^*EDl$`_3i;Uj#OE#AqyK_$ zt-`C}c&_r_g_wx~Q^A6oGomjRuR>9lx9TpR5m0}~-6sBx_$*j>AK2QdMV+zQ>`@R^ z*_GDBzklB83vW-9f|yNBPOpKVmGYBHwELH#(x$wg)1!wjB{T`3vV+(N>XT}Y&){P< zq?sQ9SpoI8t0#*bJ=Vl)X%>;@iou3@Jb~AtQX)LeyEN+N6D8L0AIr@#&);k7j|OaJ zeUI*XUVZZ()n-7Zv2{GHgrlo^rTX`*^0iUFB6$1{y4F)Kfw?q1*> zJnIp!qQfGFkqI~Ypu0L}@*=*9zhk|p!x%5XHShHE#j7%JVgLAR>q~-(d?MQuPu@&y zk(E}CpuQ&L_EY%z;wmTDYHck(WOmj@2xvm~2m3p zQZ{0@!m|ku(Y|gwI>yq_8#V0ic>85s1Y+9N-TUZCCU6bWl!)1W;)Hsn=j_{O56ml$ zC^3!=pZ&DQf!>zQRYw|P1;^XkfE%9L+ZS?Gp9BkvuRCYAK0c%XjWp` zUahQ>$pTb6$;zr(Nc&c+Jtm0zhtL4GVwuoMZu(@b)uk)D-tFaI-&ti}u&QN(ZQW`; ziE$|>iVLo|UTJKXrQB;?=XurlJg;@k1)yCy%Mh0(|3oLQU?2D~W3>4(I!So378R!( z8w{gb)8S546wsIRQf>z3Vhu%1XD5^$2?dO@wAUz<_B_UK zeZNDev(Yf%3#*|T-Ys4Zav0J2(lm0;G}4?A+o&|OYaFxE-?Tzx{Ib)0yV?%GX^;+BT=YaW1qh;w1>o8Ii&AbJ_|8r?Eq~SEz|8J% z@_Vl+g*hjP0Y6ah>P)X(jGa_>aQ-|hKKo4j0?Kw_b3n!O@f(plj=~YqCW<`|x!&E& ztN7d+>>7NP{)w2Xfkkp8bvtbmb-xU*GloGtmpi}no)_5D*4~|eKQT~1y2Yj=H9d}>y%T0Vz>d%dmNR|Tx zwT=%`Ue$X_Mk(TzjW+_B<}DjBvQdn@?I9j+28pWTVTA3E!d^qxlkE*2kjOS^53YAl zj;DukM?2=XUM1Z8iQ>qMbkM&->bz^4-#R8;Nl=+blRWR)-%d{1idg?Z$W~b|tno8! zxRD?r6O`LZ@x9(BzIB#sr;dZPJ1Rm9TyOYaz@8q3=(TwegxK+(eh21a0Nc;RtT$S$IsiF15C}OyDzf3Q@;7?GWzkAV1K)Pko`xNHNU=a`#V|LJ>0k&f@s4i&bu8Z2 z|4|8j?5GI*QK7^DZnGC$;kbW#0{*sm|19Ez#hacS!Rlaku#z2&c!-ERx^$vk?C*Mo zH$0iSx~G@IIK1m_8`71GUDvInw?CHa&_nAJb2yUHLE^11A1AJq_V_vV7@zPcyI>LQ zJ6*W?J?7H-s)(Jh6RjU|T2Y!uOJ*gZucR_VH(ukXg86YDjDuT>l?$0@rgoN|EjQGO z=#9hnqB*Bivdmc>086hq%N7Y3@Gu;CA&%-6!K#5p{6e$knrRnM^5{VApfEfQ`LKsB z9G2Oo6@^7W3T&A5)08!^BQ8dFC~wvdlIRgqf@}G?H6w9Upd(!_OXWpH(!<@}Qi7WK zXRI9LY1V|!?fU+*X$)K(SL44jkt5u+ae~QofeYUx9j3bv$hUxbrbfSP)^|U1f9_#U z=hh4VZk_L;rNOdfOE2akwqnUo{9C6k6UoNe&hOXWqoXX8CJ~s zxrTl{Agdl8J56{ckxHl>tgBrut#ea1_E#v{NJ+8?lV3YjSCi}Y!;IT(qT-YBQ%9J5 zkExiIti~Qz{(Z>djAZ5Z_SPk}`K^_6;WAko%}@32cCVE5?F}6Iris<)>1Pv*@b#Tk zypZCb*XR^}A$F2zc=JAAEd1-}ZfWAP!S6LS@mf#E)E_er9uIG@YtUJJlGnjTpvG)l zOZoaf?e3KBMV{Dgb3LA5_0nGdy|jGJsf$AFPX}GXGX>yf=MA1nmr|W3QE&GFa9{3F zjv45=9b7W_Rjm5#q^g(a)R0R z4BRXPnrmT&ufEjAA~*%^rExZ&Hw(uL(PxVzPCajmGURaSCO1ij|2*!y_j4-T zc-NR6T&7M>eO^(G>IT4?-Ho48lLu6Wu0U>d+)Nj^EC!V^70hE zx+;jHE|Ff5@fyA7@1pmIbswXS+Y2+@eY#H8mAs{qpjb2ig8FS)#F8mEaQ=|pb60mQKO$@v)~JIUOizJ301oE(WdrD71Xpu! zLa5cd_*5X|FP|Z&+e6nEOldh{2I%0Iygu9jT@5^1ki1mDMCx!44zrcUtC$kce^>O0xET`!Qo4An(QOvO_WiN=goLs0i#MH8&wF;1x zfEx*yrD4wEyXaXJwq(|JV?i&R{L5STI2fwVZ?o=tR&F`42Jea|v zZk;op8NgRMLM&&@8!D%7gxJ!S1mW5Cra~IO)tnza?dxw24eMa2-D_HvZwkz9W=;3y zH5-5=F)8(qyC%#VAG@rz`uZ|)3^3__9c6bLlt?U z%^IfMt>}V;wujdAgNu@v>hJ5_=ig>cCP;q2I&ng<{dfGA9g!eg9&K3M3f7o<-imhH z$6xN#%?!?>z3kTmLV!dS5fa-JJgH$)3xD9bTKJ`v{yqEPyqpMBQ9)vt3-wf9cITAw zgZmz0BwqODkErc_JEvr6QpK9-DA)Ig;naxe)d$+0l9G3rl6Vs`mPA-fkKD|0k_437%e z3cEg>>3w$5%WRq5_;GeepyeGL z==H&s8MQ;rQ_ml!Y)wDPHQ?vgifij0wWD|6nvN7snqO)owsT)v-J6g@MY`HcypG3o zzU$ow8tk`uok&@>?{T*gCb*3lLQ|OyhhBa3SX;9vHq&gPHGL^-Pu<|WD#8!TE6X=+XR9_TtzY~%9CJIed!G1) z%zAS%mdKX+?TU6T8gJUB*4;sCcHGVl_u@X{AQuonaL7Bt6BdBgT>*oL3-KHRQe%mX z#(gOXW_YfkF6g{Dmk2WL=A6cL*WFKdY10$TyYJ*GyfZX3KN_qlD%`g#`ZAQ3YH{S; zM@n!Zo4tb4d*6huDaz|izMMA(Zw%m7 zS3OJeIEkGtmCgCOv4a?RbJRt`+I(oY?X!=@Ns)E+s`Rwid!gUZbQwib;yb5m^K=#V z0k#pR?DalHl`kqr+ml=Nx*_8`I|jAQXKox)+ZMX*lhMha>PL~AYnTd0?r>i`-t6?% z3gSQc{k4Y0S;)gvC2#1(zV$Jl7qD~DV=|kUTB@QnV^6%iZnHD{=yAgsw@dV+dcmJh zYr7{9FQ5WG>MktYj-suMPg=qR#h(-&+tAwcDH}|=?q&6W%@^L>knrKLTQO(4lHH>6 zQxQT{_q@H-koB_sbGRQSkogxJ@jWaO+;0soZ<`RuCZo_#uHFq3*(H7~>~qh^lR|nkUhyh4$TDtX!KMj$WLj?f$Bwq(CgwlrtZT zV+8uQ5$E@*6DYFk9)rX!3+iR^T2XoW`_p%g#Kxa9eG5dHU9Wi?RiA4fwN11ZG;S-& zU7rF^xIB=H63f(B)fB1njkB65o8?v=nZ51xGSX6msD}ij?Ndp2yHESR{)Rk3XlTRf_Vj3-Iw%vOVP!?T0iHPEFSvc_gp# zqoSJ<_OjAX!cH$!(^lQV}3{!qpv%kxo!RxJG0ea&n9-~c`F!}aP{=B%mz4#gf`DNFzkl<)mk5-tI&6OV%|k08_L`wL6nwY{~d z7NCWyvTa*c!axwB_>qMt1z%$(O zs{V}QR-~rVT9%;F|T} z2^b=Nu1YaXgjX3Ll|GSq#1XId?yBF?uX^wB z)gY<~2}af_fl16E~mdveQR zWeHu>1ZUmd!x73-nrih@J$-w3S!CQ1rtNCyO?Mxcc2?do{A&7O*QepGzhsW`0t22KRlJrWvimT7C?*eGmFvmY`+Vu@;DZ+n+z9_p z!BXJ%PHe1RBCE@V%8@&t*JCSZMR>Pu&YdQ^Mkx^Lp*6o9`n6jLjW&Xo`de@tv>@-8 zW38M_!&5L_s^t2qX!#~z#7aCH1w{Lk+e}Ms_|?f#%j>&~@k{^V&9cPEVCK{i?U|JlaF-Al{OGF#k4KEca9Si^PVa)&dGT#A zh2Ap%h4MSImS5e}3Hqxw4z}rJ+6z7v5~EdGNl6H_Yh8sR@0YNstMY8_EN0`jgQ`Pc zSkq22JG`6X^5v7$aPC*bA9?|;GqzV6PY1I|30&dSGiEHfHLY3isYK=8b+Q%N!9|1; z>8~7WSM&@t=?F`3=!vm^LE0VnfSU_Vxu=_0x+i6PJ|1oxsD!r_NIyyl{?^0f$ywpA z3{4S+|KddHR6ng$#w866hztoHe&m0I;b6&@DLmJl9Zg-A4?xG4`sunweA2UU#gvX> zBBsncqz%7?d4)7LDg2@Yr{etyT=c9`G6QKQ3$mF15qLX z2CR98I4mO14M%i9KvWSeV33-MgzugLPoBTgq+VVRH<`0ns&XvFYnqsd z#u=-)=yY~-o_3mgT-6ZsVzs;WY4}c)eRZz7Z<;ROHyW1uv%#*2r}tl<|szaB9lb8%`vlUru=u^+4by+RifV;3VaixvtR7= zBn0y~;{;0B3vOxC3)N;(zM!E;GRc)I+iOoPwJG=ZoJg-mAAboY$IFn8y;$D1W^&}L zV9z|0k03NO5C^Jv6u-f;S@ddLXxQ3ff8Qx_7S%A}C_B+t=Qx0?tsVDDxpsb#y~X_} zoM)U`3Lgd0#XUdly!cv@>OR!tVsVLS$As{xK*}WcZi`%OvB)8=GW&b@s#KO90T)t`ZbSf)4|+fcL?In+l~T|G{o_;} z%+%0qrknUZt^Bk`^Ke*RXb?se0YR_9YS#;92IIrLAlE4cFd?*(0Au7yG@vzy5um_; z%>49QkPR@&0v^N6f%zK_7^?%ltel!9D3=#@+onVf&C&W&RBx`?#>xz^dYha|G{|y+ zrM`ABqle)h_L|cXHLzX+wfRJ&1P3%Cug`Og)FV#GPtI&9l1@G`Y$v{BgD7C^%7}fs zV8YN@6ns3&vHHbY_84C*Rxd69NquPTv>LbEDF9a}A3AC|Y0|%#`m09brEO_k^?;vm z?C9{?HWV3!V4Qy&uOqnK9sq60hwd|EEtO-=AqXsCL5XU+&a zssHXtJL?BE`BE+{Ea)_sI+^dwxod$PH#6VdO(-&ZQ@`|a3ZSCRa({l5z3n!MTunb6 zvp98L?0y^NT0wO63-w$>c}>IXj5$#%ZyxIe$TNzS()hgn^HRT=Kvw-YT-^ub^$^fU zN00Mo914IvVJZwn$xlz_oUV<>;^qdzZT*x?BlmvL>4En)_~P?L12K(Rs*`m#Q4Xp; zcHq^bPITPtE@7=S@noBf))_!Q?oG*?JUg{#2(oOvH=j$FaI|c|FRTWbKa=%V^=eUL z^y*TUQ$sgX$S}7^RxL8prMH^`DA7-l`mG#HTr6+kFfwXv=nc>$@Jv3wD#%oJ&=ic# zTwv7HFt0<@Yz`O|c-Yt50=t8lGoCc2;jw{5Cm4z^iDwuIQCbTDn>O&*bcNOFWyH@#CCOU64DlG#EA1za zNOlCy#2b-kfPvWvP;tg)2k}xC zBPt+Qbc&5To@WBdsAw4sCax6nXbqw)A4p{UKGJUvO&|aYS1wRA3 zPnOJNv=Ed`e29NGdS;YBkz>IB(gUab>MQtBBRG?g!$~*SF~;ZnR*YYnGvgrIe_*T^r!JYvd%;9MBeVrYRe&|yzwwErq?e~A^79i#Wisv^ zNnp7lkd124a-|*ZarChhirKy46fr|P)BYR033aaF7m~3>2d_3Gb>B|oTdZMWkw(BmtiL@U*tTla}-r=T@LhGDaf;HMVo63ov4 zcb&MCEfN!8_}Zo7mkOkQKhhUb5L{%-%+;4n)GkmZm&tk$G#X_6iEs3qLK)10!M;pqAOR{h)f&<){)_6=B$8IUpOp==s@2*Ge{EBrgVef0tERb{f+)w25~YY(FKNI#z=60 zjyf{>;3`lH3}*z2Ir5R%!)vYK^YLWD^>$`84Jy zSo0zS%ue;WixvX~T_XJvVyVEFzHeEVfvc24=+*5kYk-oUd5frZ5bPt4TSK486$q*8 zc^h}3S-J#^TsR9K)CHMMKEq`lQxc9=<)q$k^)cKk475T*WQ{3;g}4+?|(iX=QO(Z2<*#>l?aoCM%%j$hiRkdeW3=i2;-?1Y!4)c~NL5fI{DMu!1NB zT>w4N9QTION&&=?B7NY6`9l$XYv2ohcDzey-!zGpQASn|AqAs0sv7&4Ic2G#y=1?J z8md`+KuB9dH84tu7T_2x$Wp2=B?*1I1@^PI1rktzXYW6_c+ZlBXi=8)QA6Y>$D#L! F{}-R2goXeB literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_14.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_14.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e14bcb5b133cc88e9dfd7379ab11bd9ba1596145 GIT binary patch literal 13403 zcmbVy2UJr__wNaT1Q0|t(xr$%0)mtvAVQ*EN&qRriYSPR1VxER7ecW{dKXa;2<0ju ziWCt6rArIFN|laC@8M1G-uvDEx7K^>y%$!J!^}Q=@856lnb|WZTOC{d&@KaAf-VGu zK@bf5L0jF>35XqmKqA=Kkw_#52RkPhikoZ44lcpndw5X$gv3Pm35ke^A5f4H-+xe2 zLO%vx}>nyNCb%2M-@TenJfkkBE$lj(HZF zn3POQNli=t^WFQL54m~y1s}hBEi136tg5bQYHn$5Ywzgn8W54K;J;yk&)>lQ3l}fI#lp%8XGJn`!B||u8_vthCZUAbeasAbnY?GevM)R8 zc<8I_QVvNK;;+3ncj%ma2e1QDvrK5)$o}tu`Tc((`v=&6aCJdka2N<4oEO4DQ-|r) zXb0)8g`e)j=V;}G+`t@5_E}xolQ|BF{d!a-qC=7c^q+4_^Cfz&k04daq}wppN3wfc zFa@rpi&;rRLA7SN@l;FG{aQIT$=$kLP%tV#U1|IK_y4x&asu^mBdZ&&9Os~bX3@&Y zPn}M3P!!A!{2<+>gy)^6b(@qcfEyiz?N8c@~?|f;GaU*;Wo8{PXU;VOgeRbH_;s> zfMd@cgzfTo0W>GKDbJjk@RB537jkq6LSnx+%`Pk`GFcO7m9(lpRV>((iG z1XMaORsPjScijIUmH#a?_*WmPhaKqqTW7R`;opW+{x)px@V8;$&Qo8$uEQ5$Ze`)`BK(?is z0b!=sKfL@E5T>7ig|dIb_b&|0VExBohtz-L`=5P<{|2)!rx2tBX!>_Z6}p%#xbp7o zVsgc#@4v#uB>Devrvj_y-;_#hv-}S=AWr|yGBeOx%nV~jM-&9}IaBEG5pxz~U*Yx$ z1pI+~0`Gr;BKH@fz2zTP`0Axu$iOW>fM{Kg)uJRYAWg4e|JvN zI?cgbrz8uwdF7hI_MJdpE3MPG|JYw`8a{vb{&n?@)~TmRT}OAGIr{OiSuLyZ-&fma zE2DL5n1a#Q&drSh!M#hwsn?wY*YZJ3;fCfDcc^_@&OmWZ5!89 zJjbL9ARvzHVA8~NT*I%7X$f!@t@sZqBBeHecf`$f0F<^J1E%vLB`1C-9KDuL959^%@*S{^04Z`9U9MoA zy%St1V90>rN5FJ6$|hQIN(Y36KvmNDQs#;7B-#X+IsVvQc+lniJBiG(prnh=zY_q` z(i>ea7aU;==G<9kQ((D3s!cS?QbX4!z?|8#`uD}}E~X}7s*-WJ!arRYOATXtEs9Z; zYUm+J*%HNiJw)`nlkpZ5pT7kineS&wrZ!_KU(2hV3|C;ANQ zB~osZwxIb{p3NmRqoa8X8l4kcpE~K4>6ge3Q4c*k-7YO-Ury#+S9Z?CTv4_$JIH2|t3H#05+V{LuQin7+cmEbt>=(Um-0;`sr_YID6YLK!UA1~`Dq6c}HLZzTUH4}&INgf#B=-*< zqIM-x=-blAIM(Q#_>ewew~1(mG{zhJSMjjM4d?D&3!%!Z=<^pG|OHH{h|%YPll| zSupEd^qMVJJV2KmMiG5+q=jD;o9Blwogf)&;dTBe;F6(KN3F1eJ}Uk_4MhQZvy-L z#pTzy%#i_$UX^<)zWZ0BoWz&(TD2)fhvH|fFgybGom-H_BL+-wLs}?bU_NBNg{Ex{ zBtBD$L@7o0UTr}f-s!;9o)k@x0w>iTtNthmk_q|aCj!OW*ZvYGqybnt?Y`hX`1!hF zkyoje_WmJOpSsBY#f|juR*x^5s{T4znL^(5QqfZ^ihj0G{1QE1ey?W!MreqzMX09i ze1maZ(~gWAbzN&kouYq|H|qF#u8nwUj8cydSSf#Kdm}|j`l+N^J@0dH&6Qv-rU*A5OX3vtuz0eo_4poTbkU^ z6m(VeTkV=>J<9#dXPY1gYrT(J=BGp!=by7Wb?};yHjWhzx2h_uG<#Bx(#f8ORK|<9 z)dptXJHC&cZeOWh^_`KEIA7MQ-TbE`^5E5BhRxGQ@8-4R<{yaKEoMFYK|KS z4dw@n2Qiu7rFQswzV@JGIc?hId*W2a8?YYqk&JsK(zB)-{2%irU+qz6e2~59R)!M_ zN;|u6^j7hcHM--{?Sh5A*c^BNw$Jv|`SQ`3389$bE$G{o=A*8(b*rbrxUM7d%?(&f zt>-_zFe5w`R*D|&wey$Uip&CB*V4T{d2bBiUdVoT`+CdxRr;tF*XV{_{w9z;1Z0nv zPFi8T3M+)qZN4XJ`#0R4O~>WjyGD0Dd0sEI>%xXzafqi{&zgCyXwL1u^XFSW*&;U{ zsNSJW{wS`9bhZ*273+#kgPc{u0i-+HqfMUW!j&2KIzHwFmTI)Bo)}*rVqj;cDMC~5 zb@NjVn=UeIjUvGX3sJL^y0ccQfmRh|@hh?RUz?XJH%MpC&wdQSeNeslX)*dJ1B;aW z=_T{Y?9hD}Kz6_Mi}^Sjbgu$=s%5Evm+SKA7LSi3N zpnOmj)x1Xe;y-92{6M3{S=k8;=T`h3!-9o}6KZGccMRSZ_6?rq*7u*#5To(BB~^4t zWjTuQ{os zwVpMcv+(OtmB9wl{n;1R+tjOS4y~AeSDYQYxud&>(yqD%4chHI@2VZpYxwcA({28h zU%7No59IRw8(UCW^M#5_N6mb_?p^r4m+=(8di6HNeteX+n77HWnoU|a22-rVUsLR^ z;sWFhr+uI0pAWvXi{@i3KbyC2K{->D(WO2HBWtCJLh87JbI1krYRYSd>af-A0>;Y5 z1Bp-hlENjTC19!2^8B|#u`U;}`OUu;fGY0cQHF(i)Y`R)nm$W9kahjHtjyAjM;nZ8 zN?+?1Bs6!X<-j$$4+u}cPR8AV^jb~5Rk7Km7!4B(M&rAB?RJF6P_5XI-qM4ACV64| z-6{wSA35mJ28nxqH;4X;#tZ}Ngv3l1ckx|kT-u)bpKsD^baj4wW^Y*Awqlm1t}&Om z1yvST1W$9|3Iz7~)FUVL6z{zJu$go%U^A18(thluP=+t`w1ZtzeAVw$%*1X!;$DPG zNdxYZy-sWDY0ljTVZNn9i-`j@9;r(o9)dYEdoh*UpfQfacZ1tqqg7!(R2rF(>_z-( zEM%jXYN7BoVo@@~;yOoB!@8X5zMJpDqK2;&s+r7YsW9k;a(VUQo~NF?p5S4hmMGw>fW#^(dbryI*T<7Z8pP z(N2oJ8vCNf|A~c4`yKtEwWjh2LFgn?n-$n=+Yw>y?Xl8 zZH>iM@6?UOAx67ny(l5z4FVa*8nYpc&2n`dyE1R^N3;?R*#|k=?pq zM{cV>u25-l#raI1pPQ@~2vvp$9gV3*cFPBN>%M)9aod;1GToLgUvdp`F~DiQh9Fv` zh%?A+cY14`_2Z%N`71Cuk7EM7EwO4}T8|btoTu^^O;|7M$I0G!3zfwLPs4gzq>ZuPcUgFXdBl)(SDwe8X^U3wj_9xzLi~ z255!^QNHZ?qi0VdxL;kZE?LrG^+r4=P^~Y${}iQMn`g^kEgL`!8QnK$GTxQ@sx5O` za<^so!>8h_A-SjGhW?!GrrqhbKX?6QZ{7)&3QFezTc0CUizgL+&1J6!DW1!0ZhpB1 z)u&u=GZRR^xf?Ir0lBPysHoPgQw%#D*xKQy3{PPf)xMG8W1%3s%0{|K|pUL-6rVz8D6 zU9)d2;Rp49_`IAEMUI|{KGWR6a>$`V*FA)D-lg@YYi_4hhnwu&o=S?r4f}SfY5__5 zT+8Z%8V?UEi|S>C%eR-WB9iBmWS;E7&2Y}8w4`_&IgYmIvdJt3JQEC3#`UJwiln}| zW!^(<50hFyVE-I7Er0|SAM%qK;}mn)oljC7PBoA44N~;nvq}skT6-@~*p2KoZ&T56 z*IRniQ7N!NLcGS|luF0vMKR1fP-nxpAbVr|)#m|2BUlQl!GE4mH8gV6oOu_z&RxGX z^O%5qWs!#S^JG)l(VZI13E@xJV#Fv$|t6o7IfAjp`QLLBO4-3 zhd*dk9#nK%t`qt4Lra%B*Zii37Yv|2-Qelhf&F2Q2&KZ}ECUVyh(%esZ;1DI{5kan zWrPFa7YdP@`D?Mvjw1$hr5P6;gr7b0shI9a<-Rp4uv$Fxk=Z3A_szJ#xrD3VDMTy- zd9hGNS`Sp2_ssx5>1LPCZ+>v31evU_k-l0KR<2b$wZtpZYqiZ=?6TyKln-n{QDMN7 zW_;@mzu4#KfbjLNdWr=m#Kcd9>-NiHlgXg28rRM9R$5;rGggyg?xm)gUAm-NSU+!M zvgwR1?sk2)1)W#h1XJCPi1Z~Huy8$DjsNv(>cxK2j&yh$>*(rP51KK*t!Y-R0A!Lq z8ebnP6IaFMSX1@&J-T%H8+`3lq|>8|hxPD-ZohQ#QpI0hY(|yrz9q4CuW#UD*VhAY z-yI#btGd%EqaEj{wA$iuSyM%TRYFO-M^IJ=R;Jq;G>aW?KeFOS;tCh+^#a2Xd zFI)m|*s6C~jg*$zL(9WXX4RxymgroV;~mF>4Rx_J>^TMUs9`=Q`&`G%FQ*&k!FIyN z9=bj??B9FQWKOk3EAS<1Re@dLpjhlxm$tU@C(F&AFZ#i zntPYJ?Bsq?f?KRB{_?T&!zBC8w)~x%kLNlWku{csjDA(x`%&xfX)i7mlq@D7HvOh% zmka~8p!UOC5T|IxPt~5KXihB)WgP9?$=z#;QW3O27kLi)x^HM8G6Ze%wjirFJ;o&i zQTxh*9n1Qg1fLe}3$p8*wotJ*Rd(P@u~CNi)YOs}SgqTfcGc>`ydK$G3vZ_NO%n`* zJs>rz8jpt}iHt`K%;2$~ys@?+YywHn684a}j+%SQPwgCtL2@!1ZhEMlQ{r+`UX6^p zg@tCmP;G~F3CZwx82059x)IW0nZ{v+nt(3m^msO>vnQ~YE~4^f@{`L227UNRi?l8; zlF}H-(GDtIOhQCa@lt}K5kwmw{`~=2#XnA#ODXOPB}68tXZ(1mhOj$YI@N*8JhqX> zaxg>WtR5=&EPF-$lID46{ry*=(OHOR^t{LYyjM%#+}&kc!(3BKKl zt9Z&*uQ+~Z=e??81a830@G4z;uCz##D#S9% zzeLcxOIt@(u7rKm3_QM|sT)Ps@zcJOuLbM(j^tnZ&>r3pMSJGYc4;SvSd}SaSMvz2 zQebU#1H<>_jHYXauwbPYPPX$%;J3YOmB^#$(aFivlEp3icxxYf1_V*+F)+P#ZA;3V z;6;$tCfWM9K%CXDj6VvCD$h~&CiM1=KD^IBmDKRv5rx0fjsxo*`khn!cfGkd(NAJE znNPcC(<(&qHK%5SWStA2ne05a#tGG~!-qC+T4k-6Eg`|2lFcX{u<%=QR6L+QN%iUd z_EH$$2*aa3mkbZp2KcCi#{Z&SJbVUv6B^Qa-aAP75LQ?s4k_bgbJ~@6!sB+fz#=!FE8yDo!1R|A zc;t$>*@3H~tGEG+c>C~_jZGbyu4@9YN1JnK_^aKr{zaidp4vELQiWqpL7>}Fr#Rm8 z<|~=>W4kN}5{&tf;-T}!U0p9GrgQx{1>zF5brM#;q9J09e=9%mB9O^B(Z5Du#+%h6rC<;%~ELo z7KWE(Or)`dRMU!DQ}2Ws+06KT!HrS_^sFrm&t+l+n;c-9xZBL}tAEw1=d!NTO1vI_geKb&#&*flcy3B!Qr*VCiSeGv7 z)=5F_h|Q$708S`4)-u*xYg~~HQXwZv$C35PMyx#~6+;3ZVV4+9g^bJsnwlCR6tSP^ zqywQ@B76x1eKyHhBOCu%Gz_AZ&=O1`l!v*GXiHDia3f1UkxU@0G{c+-u?Fb3hzT_z zbOPKNmR3S5Nnq_YjHCPN89+w1ei$-=3Yk<;(FrUW=k3p0ct+*jyPhT~4r(|1*95$9 z*6Z>1s!G%B{kL%LJmzbotF7+XG@1Jimk$IKR7Uly@T?DquW{C-CVjdkdidJq#`IFu z8`huEZQ1?@oc8YtsJhSMo${tM!}1Sk=j6&yvCwq+dncR`XRZ-IIpFDs<2}p2zQY_Y zITf}B2a|sW*lX_Tx)G@CQ_FJ+wLV*#p;PqGS@>F@IThMztu1bVF z>msgKLoD)Ux7!md`;R*4%A+BDp(%30srFw-)H##V)l0OF%*K*)Yy8FtW))|Vi-Uib zr(4wY=+EXk^o{P7EsY#tm~S?Gr0k4exm{m;PJL zIpk`&-DV8jZwhf_@L^u?t$USKNTjW`dIRW(h}n^&adFfh-iprN1O6d*UN2`iIcqCchLZ!zb~lL#c0N^-SF|P9$4alqbXlccXe(B-*H|dzN^Rb-U0_caduZi-NsNPbKfQNoc?6Yix#d#XgQZdxiCgd?}0OA6Let zG#Jj;*Hs7%IT7!JlnlPT^#cB%xfXgzWtW5G3WP2_l~!RPHy`{emSKe5hbiFu(`z|z z1*{4sbDGUhvjwCJ8>YAqF}%())^3CSGTaa(BlEcH`39*&!O^&{&}zATwWac)G19vg zj9P2b)hkm^14d`mR+@|7F7&M~i7j_i0{M2tVNL`+4F9Iu3u+xw@%$8SCKs%lxNLAJ z3q+bJfg-P*9x&+5Z|b|f6yL*^QwDrDDYRp_$EqB`HIut4*aIo))o(tn5$DY>2Zs@4 zyqc=!lz!F{Qu>LUXn|+i@iZv@CnKVOR-M4wu)hCAWkPcGLeeCDN8DZbT#AVQ@`EE( z=(fyCdZ)NE)+QXquIy!3y__VP69E+l7YSk`Y<+#PwqZebP#r2iffGWHwlrtYfD>u% z(H6S@q;a{l2DA1^86KT6A1jB{UY5}tmIIH(bDhM#;x8U2DA>;k{gxPBs>A8fxrLkKI9n!9$IVE)ugI7 zoLDud&bRpp>+%rsYoUfzGoK@-aAhQUg?L+ZVcIYJ8wz?}gzoXebmNmyKDU0lTU9k7 zmarQ{n;4E*3q^DS+s>~(wb~D950^%Ip9EbOoZzU!`3@$~%As2qZp`M`3QwL6J-7J- z9=yWQ-!elZ2?cQ{PrT{f%cHRc-JQ1_Y1Wm!iD({Mdy!W6>Gct=je=osE8FKLb;_?K<;{wu9e!UewjLK;le53A>-ei%cP=FK`BC7P?q*=QPM>cK;(XcX zo31nbAiNe|s-=$oQkir(i5&V-mt(vbyW`naxp!wuCkuYzLNkT>PG6P0SzA0+-Ml!M zE8f;iE>hMqZIs)GI){f>%4QPSAHgSFW>;H01;NRe(%pLZuZ%yePooz#3GE}%qy?uu zv8GJgC!<$+MzArxT5d&Q`9i|-po`UUV6YeJXFEn??tGbOJg*ob?e-Bhw2+oOtY@T1KR(n zgC4sFHC`saWJ%jJSGAEdJgegpBTzN@_G)}4dCiO*mvk&6hkm`GtDr}1afs?*a6A*P=mYq(4g+4 z-k(XK58atQpmbzO;Qmh&*ss1DP;Bp%VM%rmEqs&>B2rpa&e8td` z%j3oL`^%qyG3NRikx9rW$wb!29W(y%qb4zD)Pw9wQ>SpfxJb<#usE{$ovPeeOI1yA zSF8Gvs^ae(4tX_02ClmQYs|)%J3L0_jw-1RU0O9=CBVaIn#*3Mq-%Rg~Gu>V*V0nHHM|$S%K*^)C1 zGeX!N{6Om}j626ca7SITfBJFpi7fSAYV9b3n*s5hf#-TfY+2{7?`Go@7Rm5gy z!QRO?7CF2|ss2jB=e$p>o}P@~(QR2i+EGPMAA92pUzo9s9ysHWmHDROr;OWr2oLht zI3cxh2fv5>VglE%nG+j?hArsQ`@9@0@-v?7^1D$l(a!20A317SsQ9mn7Srti9Q#=F zOVZs$*raA?gTh7kyoKDeG;VZFM9#nORffQaQ#=I+!ghQ3mw+0&_2aK6T^3D_Cd&tg z7T?Gf$u2c$I~V#+AapcS5G@w1Uwrcqyq@e^crAG@_l1j5ps1&x-h@V`)}2(@^Co}J z5}&4@opB(~l%`0&e|*8HxKJ59nzJ2fSbWXfRdV$^E7;~2jpWPBsg^&ls^x_4hA3)i z;f~O$n=O71G5lg>35+7U9s3A>AQ7%&GnUy~P-j}Lb$^eyC<)h=y}wnW>d?-LMT4e? z49vsbj^8W&*BbYCSKp*vGJG2|{)`$t>c7%Lzxajxqfhti(HAvkjC1h0KgaI$o;S&~ zKXHR^u+~yZ*3CP7%gk#B3O<(n1VNtCrYuvMB)}8P5U8=Inui83510?l$rt4L?8!2Zs4(`5sgq1buqdoD<%@YW_~?nDzox;Hb!h z;(!fAcTp@a&f^xi1J&HAsC~+Yb2C_DpS@TPW%YgC6i5Ux++6z1A z0m&-5zi#6kN0gZJnb>BnPid_XsXsHS(~pOFds(+jupD z@3i{HG1XwhPg@YLjh4#s#vN)F4nKl7?sXHy3NGP}r2FjDJ+_G4`#L2?ExPfrJpoUsHfgV&^{;a=jo}}U#QpnVPSS7>;%l+rZ4!XcGvJ@!3K&&h^29M z%tl>}ry4GUpSSnI4UDwLA2M+SCGadqKjT0_ES^)UxW%Yv3mS?XrQ0h7a9p`I9XWjF zK~c-KV){?TzNuWEANX_A_uud?(~Js%8Srir*wYamSYCwcft$^a ztam%=eVQ9pGUo8fv`7BO$KrMJM(W%c#h^Q{`0eNW$xfC2Z8GXIzqD@nC(;r$JzsEs zx!b!$-lL`&F1av%uHBn2KY%Yc^xD3NU#%~0yuQ?>I5%R0{FPmmQE0VCPZD;Q>-u`h zRc|ZC$AgU`J#EbwK35OAb<-cp?xuQB7topVSwml{xn`Hmt2P3!_pZ29+_8{$<6z9l zf#+O_{ddT{mS2~p4r+0u~@RpYs2g@oL>}aSe8A~*UwFTIKYixvBIfS}OFBfFa z57=kRi9Y;T+voKjv%2mHNMf^-A%2IBv{yPs2*O}I=pam%rg}x$U9y#xEzCcm)eZ+)V}hm=XgeLqGIr5hRg>$^q$sp>U!hy)YRb z;dgJxPW4lpKg_aC7r^@JjR)2k&M{!^q+PBbiMLTOqL^`#V?pbQ3Z;#t5Cejtf* zR8CACBr`xT%tP74Al#C%`3?3b@EnFg7_hfs`JLPt6KuqGE}Q9JK=oGmh#BmZ)v9cZ zP)kqXP%+?E(MZycfJw<{r^IqAkf5J-$s^IT32cdBR0y4fHHF0*+to>|fkGzsHW;+< zKq)B^Qg`9I0l(9(ZXbLjyK}1lDrMJX;4+LnQ%iY$&j= zjPPcDJ`5s}z_InDVQ@th6}p8kmq$VIfl^088ihCrhB`_dI`XWItXGGdPDMmyDn%rS zwoF)9!zDB1Ww53!0X9)#R8|GAv^tbG_Mw7ZvdnA}7S2yqIaw!|BH=Wn>q#_=J*ecU zMJgIg^w}991W0F2A^~(qKISnJ)xeUf0MoTg^g)pggr3Kut@XJj1XGA3PoXJd^RYU4 zasF8>QPghyyAP1Bg9Mk7u{nYGudx<((k~ip(7T)_b-<#{Y19-6euNCFNi#e<9{Yf7 z7;K;cN@*$?#GIQ}ip@{1N;rnc<|GgWrabB3f#h8fzJR8yjUZ+QN+8Qo5s+%n>F^*`Kr%(iuu2W)QVW0$3gNo@v!VOQ-kN~-#U6N#xI84vOsA(4XdN>-jJ+k*5 zq3hZuAbB#R#IZThb*d2&xV{HV9Hc@ZA>~2HlUS(6UTCOfS_fqcpVbjeLip}z3dh<6 zm@3vO*p;A6VW5M>CZf?TWyA-rgNj>gWN9KUq=bP}20<)L7cCG`kQmL{C{d6kIAg5z z_J^<71DIY0hfj=XM1DEaUr##%su*svp`DYWe7xU$UT~*?&HYC1WLh~I41A1JtdW^D zC%RmqoNre|4p|4zX+)&^kQBLwGEgrt_C6NM7<95k$3hZ{(=ryJh6oo(wGH#xMPD)d z9+APao60SoaJea3bm6`b8lojqjo?_ajx?zUkfRg}8C*h_Z%DrK11FND{`Mnoh4K;D8$fFJ*HLqZ)2`b0n3Yrp|EDv1H~l}09h@Xk*_G|hsg zY{J3-SV~Ux;j}O~&g1|rO&E+_3X9pwAQb~O6O5C=+$XRMwq1KfBWbC}`HrceZ@OGQ z^(vt7m&%2ZiYxwc@EOZjAHdSZIIW41RTTRw~?R4+SoOEN-JLZNi?GLA`DGmFQU zipJ52k!AbrD$q25f{L*du%!ZwiBto;{E=sdbxJ$eh)(ze#H)=;cIDD`b&$M_MsgiG z$&?dMvYRx5g8@pk35ODcGf;0}u}U+?k`X?9piV3RV;6(*$$2&sMLi1vF3U|HumlW- z5EqkK=w0F3E#6o}30Tr9GbEmdkXm~BJ?OEJB^@u>2C9abrQ|VECm67ec9X{t5vH&J z;;;u;rUbEOpa>Z!te8q@`=?_mD0|PYv)&n|xP2cwcEae5LvHL#29>iHXOY@EzCd zIyrm99-swM9^4#$DXRm8Xg0Cjur>^H+iPfg&@!aw^!P>Vrvk%msyzkR{^!;;O*I$% zoTx$Ju?9;Ldj*o6@>~#9jD49P>R~j>R079oX^QE!%ddzvAd8sWL13ASC_~uXr&X{2?+@Z2nz5E2?`1d3k!*eA;rZ+MaAUSt(QP5$*U+U$tx{-MQb5A41s|2A^7?E_(1D0P!I7* z@~>0V-yyJ`cu;UdFmh{D!fm0AR*$NrNG%ha47`tD5EhY^k(HBI*U&_vwJ_TZjf_pU z@B9mgx3(eJy14Fg+wH!`!^iiK-(fPvKjg&8&{L<+oQ=L1bLsMxtJFk#(v9Sl)HFsm zlf}--&C9>@_(@?=aY<=edG*U0&a2wG`UY-m+q?GnA3k<;_w@Gl4-5_sk4*mfIW;{q z`)h8V#|s7_e$xW~e-rzkcu4|Ya6Uc+pCFGH41NlH5t4lTYWf1}b`S**2Cv_+HA)C+ zm2mq}mGDLb(u9=v@fH#3O_*-=NglOTX8(7@F8qHn`!})w@allX5HOHDgd}7MO=S?N z^Z(c9s3GBg=SicS)F)vlyZkYDS(NDKm}+^hW}|9xv>+k z)RS2pTj(hO%q$gFkV_@U zm;r><67Sf;rNV&h9?;gQ)2{d$EgtC&ymsjR%Sy0hPs*yf;Dnx4Ke)<2O?Jc0c!+dC zTX!~R)tt~IzJrI6=ioPnjT{C4eZaw2T=8!+$9N?GcJ^26;#IsY#{dytFUlXv07aB^ zhhbX=NROYQ$AI=`uP$d_8V!{k9Lo9I{~x{H43O7Bd;0^iEpGge`6kU2kt$qyv37_=FjjT zY484f%a1PK*d3?=Q7KTDKf@D|`>M@s5cDeV=M9FtVhg?FydDWOn3ZQDz2gpkh(4rz zpvZ~p3Cyeh82T}Co=64eC3ItNSfDtdk5bZ^lZL#jhMoN_k8?P(%v2MbV&Y@=pR05K zxdblt@u-0{By#{R7+k5Kr5g-gOPR>~imbh;kE9+N@mT)`fS1LQ&F*fnejIy41I3X6 z9f0IP*V5w&U{DdL`nZ=#@jwLjM5?YL>m0d5YxRn0*ixLiTItte*gDB;PXjp$=b0d; zlRKSOtr`IJ{bC|LP4HmsTOz%$T}Cw)2IQ{#mIFdw%$II|NG?(9Q zII=tg!9QpmUG#@l$+8j9zF~gqu1j;=o?G?hvF~~{d(F}# z_ZmB%TbxFIkq`8t`*(C2e|I%{Jzb9^TkN^@zC7jRY4=~9dA7NJDKehE%9+2W#V1pC zBR1#MboGu)Ofs?kY2VZHKJ6Dhu1-%yE@vjnqT$ zeGg2RM_U+F20DF3HJcm=8AYfNeDfsL)#?l_ z8@W>}hbZaYr<>B#sOz9nKiHOSfD!WD^kXl%>EM?SyWij&#$Vff3Y>|f?ts>u74fe+ zrx@ijrj=^^HN&-YZ}R){gei^ONyE>zoOTaa=gvl-tOhhB7V zXSIo^j-jgXR(C+1&Ha#TAnd z-_wKn^xUfz8p`*~KDl8$ptsc^W5MV75umS&tvgnr%oS)cT5|gRSD^4lm5E#AFJE~5=N=WA z6LxT>`l4R#eTMPx$U>LTlZ2~YPW29t;V<<6w73CyjpJ9KTl5v^%MGi6rtiDAQ?Be=)0V8`bD4yQ>Ql^!Cc+9d{*k%7{+Yt^StlOm^PiTA@`FsC zrjSP<#3IGwsZw~UNmiJ?nAdC~!HQUg z1-kr!6|^vOWT3l8JmAcNEfn$e?$TM;YY#@X4Q4(BkK9RJB7;86fA*O@uwD1XJyWT@ zg#j;4-%-mt9lgh`V^2n}iR6P{#1o2_TMqCd&P!;^3MBkFc4-bo@6-8jpEtDEI?Gs2 zy>W56dNQg)v3EHw$_d+Nacwm%%Zn?}?Du${g2tObh(`x)p6Hw22ZkQEZ^;%iMX}i6x8spQCbr_8O44HRHdG#b|?l#RRiQ{MXtC_{=z=;Gf9(f@;TZee--rKZKR_stva&B&$p*!wnf z7o_JR^zl)3=f3{ZBGfCT@Zu z2L{f2>Xxeo>9Vm`%-^-e5AK-6G1e-hQ_Lk^FJq?G?CkjC1qc~%=Xv3ApY-WDq8If> zW`n`vIf2imqnRG(_iuWbZgC(LE2l~Bon~VD3@*ofpY?4NnqR++d@*tD)6{~it*Mv% z2$^|9D)e}Mw_Mcg{hCV?PG^%&6CXyj9&=)afAJUwwfr9&b1x?B_;k94o^fSz$)DIw zw(1?*GX8`5B|FYl#!q5#LvhW8K)cBa9ZHYtl*jYycw!q%FMr9^3)G|Iq_(&?ACJ-|te+q-nfnhmC13X=_JL|G4*CTVO4u> zZ;}{a8*$?#{`45T6HA>w2`tNRw{r~3Z3h(4eY0i~Z*N@x{&vs3z%gR{$DG)+6EXO( z(|Mdm?yJ{>Z=y@Z$Hw>B`OinAHXl;-nxd$yG-PYKJ|%4mGt)Kh)3?l=VrMDV$k3k# z8yIUIp2X)`vMHTUZdQELY2Ua4=?DqENErQG5UXBOM(K4E5z!{1f@tv`_LU5ihAnhx|;jObMzZ!C4IP92;0`(4CX>UJ)6) z|ey{12|jpoyqZ!#E{o2zjRrhQ8> zrn#lt@OYJHbgMq!>{d!%}He(_ze==9PT z0(ZElFFVFB?_Iw<)F`ua8|t3MshC#*;T6Hst0a^aTc_L!mqlaS>b3IWEZjz^3s9u8%0rEXfgBll)3g~W5S zK4n+?pyg3r_EdGZrhzi^XXubMude-ycREo1_6sggp=KgbRI2dDx~+QrJ2di{cmuf7 z$8M|1xt`RH=@L4||MAvRt(_2Z&BZX(z(Mb(#Z5Bm$ID%7TTQ?eyYr6!k2{5-M11bT zcY`@!`Rw!d*J~c>Hr~jrap?r7v|oY&`uUBBso4a{M_=5x~pR~{)(Ozvz@3N zi?N$Od5k$HYX!e!-$>1@i<&2iD((FhSFLzu%xdP<*o*c&6(qjkVo{Wo<9f=`sJXAp zyRLLZce|M$v1wa#f&b{T4t<_mT#%=9JCH>~K|*nrf-S*V_cnUXdzp3l?ny5uq~f(L zE|+vWl)amlr5lOB1QkScCZ|V9@nKzDFOs4&yxZn$$cTfk zU|vq&S&|Fvm+S~iBx|uTGE9Jy#u|uJ#xBoV+S)I0y)td}u`tc{xG>6Tc3l=9G~YtE zOBi;s4$}TI(j7XFW_9e1f;5|#T?2!5x-Gv%@fFt~?mPW*d3x8qrNnl>{UNIFkX3a(euJR@qYQ21MBO?|$+2=almlr4FUzHhSmI9Kk6T3fpeuo-flIKIS zJMAy|pcsCqb|k8u+!SW*;ra3r*Wyub?%uqn=7FrBwZjd;1N14EJ;H2{uQqpsH_&JI z#t(@*NvDtxSq?26Gp5L1j}XzV=A=ySN__k9-ti}Tb(M;)>rUtLT`bld@vrvSn|7Mo z1(j~qKDT$c3Art|zQ0x*Cp>p8Qek2PSx!Qr8i>Q_S@%GgEHFra?z( zdDh*9Mx1MAx9&$3w)^(RXODD5pS~;2i6XutS*Fx5SCoNMWve?9>)t*r^mDdR-F#F%zIV@&JkEL}dTvML*)vfr)o@J} zw$_o|j}F(7v+99}^|dnJh&A)~w>=m?bw=`&z4ZZIv)&(fer%fzc>HRzIQVM6P=v;Y z{MY&W?JEvdq`f!k@HJk%Q+y`NujJ!^8tdF$p&hbSrEX>sq>_0FDK;&_?W zw_S+l2#@o-Pw8pY1!}~G+|28f;4(STSuUKQdq2k^vCDS&{gJW_x2r4)m(gTcx>JFI zM1dvMlM2x^pXqjljyQa7t2CrSOpUlO6f790i3zdcZVZ%5MlVe9>cPyjN(!>SA%9l5j%D;^?VnXW||CU+k!RZa>Xc4M{}u7a{^e4yyOfb=FuwxX=BveK>N8QbRv!yC zS_IM@+^-~z5)wuotEQMz-fLZ=m;opxls3a2?Vuj0zOG!0J5Kt=7TE;wNOg9A zRinjpjnBxt8gYvmx0el&d53dE0&DqYS(o9{z-J%#<_=O#F8e%8_iW9QJ9lH_(yfRa z*z<(kqo3p6JkN6DE8l)?U;Z)H!$A~waoC%C?_kM~nkP?u9>_Lse)xD>C&w*v@li$i zjeUzAFMho3T7fF>6nX?^9PAi2uspT9b6)XXp3aHMHJ#^NPYn+c7QVdkmFUNP*dz6Y zQ=;-RNOsX*X3~5iLv_ckst^zCUwPq8lt4`t&ZZqQi~d0+sS}sphpa$haQ?-u5$w$m z^&RsI>SOaQBqp#G2FP+Zl~e9G$(`}_RZg@CnIlzY?{oNR>!v^cQ|0Hccl3M1@yC4+2EIpB;OKK- zTeq0ukbQRxYn9AO4lTQ9?c6Z2nC+?Jj&r zIB)&@OWoQ5OY1>PQphgH3e-Zvow&-3p6iWim5{eKsrC2dwsq30PSb}s25$BTm_ipbu17sSI0--T2qVT$J}&iHMJ5F5C1$^+|c z*yeNd4c78z@J2V&Yi8V%9{1{MhKdqwq{ri4PHO8eQ3tq#I z&!bEZi4cNnCOymRBeV~8w+?8X)r(D4sg*MNaPs3?qmLqDhZC7|4EU?*w|B|CWGdG3 zWAF4^f4Obsj;)z~Vk{s2M+^?#;i=@MOqa)3rckYsFDKx)&zY(UrF)1~o^Vh5`HNfX z{xQsRL!MqGWF{zA%grvE+|)OD;%?^mpUc}4p6vXqf1Gta;-o8jagJrg@XlFp`+7~> ztoVEs*1brh0=)vIq&Y3*O6{4pzCKp-;MN<;ng=l=$M z^;2IH!KuO0g=lwAFUg!;@GM`6yKU35_mf~-mZitx zH)ky0(v?}whzV3}5hiK`XM|{v+%)gP6=o?gV?G?tBl%02Ite0Y8P<>)tupumfi+hy zaB-AkVoYwBAG~0RaC?=BJm=vS@N8BLu^e8+NLhzlzHgN_TG)$upOBFpsvSmXJcM$k z|GGzY(2bd4h@KGw6{=k3DTT%>A9eBnSA`E;-h^9^HH8%jC+IQo@0yHJ6wO;@afk^ zi$V-tQzdT>fBD#&%Ci+KkjpNHox6fQ2D(+@?pNlLXZ6g;sM%!=%izZ=r?#GJF>x9G zGx&p|1XM^XI$^PqVE9NR_L5=3+2h9BUMb`n!FTN_Jt4@rdH8vGz@yswAK=qcaqY`zlTkbiA6iG(F9S&7xkIdR*6|f_mSAzYHVZ!ZJDIPbn*P6U3vrOQ~ z?C`E(6jd2hZiGGL-$f^SpD7ReC2Yx!X)R3c+iX}+D)IfVGmCgKVh1fVdEVta5-}f* ztL9L)tj$O{wE|g8S)WhHxbj*hgj%>wX}iv6e1ftQjD7vZkbg|g^7-_OdYm!&o~SGD z9cMKTVTH%qQ^sVrK1ZIfeO!P`uJy2Y7P#mU$lM;}=k9!x;;E|Ap6swyC`lpKO?u{H znq~EqQs#z8og{9H)3|Q`!PY)kl{c;D7cjDRI$x&SNfA?uyY{0|2*OFPg zoq0Or*!yXItLycO`h(xC4(ER)~b4W32e%J0(At`=7BaW0Zb|a+e zp>N07YFU>9_u{&|GS911PJ+N=S-XTW{0Ib|-Nt?#$KzCG$n46TXiyS?3?_bOo`eW^ z9DZ*H9aDKdfl!{tFu+BIcH4NQ+uGI2EF|dl>iScjg3<$;MAgEp%!Yr-YXOFPZL$ot@}Wp7$|k-=%dDe=~>PJC%S zMICHZ+>SD0x*FW}mVI(^=C0EcYa0=GF=LUwPC8}JHN-C;+9OLxO12VwgIrEU>M5MF z!Ja)cS?7pe+d9T~UM<;~V~3t%SP2gKn@rmgd^(lEdpHs2H0Qma7>pAb+I+3HkFUFJ zx~6o!#4-(2Jr-5po9lmg5KoC5I9{twuwV_)srD`PSzuq4(?fHH_qEVR2~-crfIzov zREMu2XU9=!sBAh0Dok3BgLKrv4HW~GoyxCN-hxvVF`%NdAdnEnW_Tc`jKy9A#2L=! zc~w(ceBg}&V-W~EtTtuq$iOPd935Tryi#!vvXrUZCQ=#s zLe(F~@@r6n?V^UU;!Q<5=vpq#S$aLK#qO7gK315jKV}D@*`nB4e2vJH;0VT;iAht+ zgHb}LfevbzZ-^3-AK0g2MHvQTcmgYnpT(qlo@<7aTpkgqkYizC=>Qe7MUy%3b;&eR zPvm+e6ElJq3$jS^PT4@CLOlCU)wE`K4~-NuYKP@lV_LNNMT*!H%R#Lt(VWsu%<4G`fGOZfmb@PjU6YD6j#2&+u&>9{S%S>6CG zn!Gkuxv-QCUL;EbFG@JW2zI=H3FEf(60ia&Oa`|Z;fO}tU{Z5bnG8KL2O-viH_t~w zjmW~ALlB#zLC)e|Ju^-*Bl$&%eom%i3NI;D;d_7lo=~Go5f$pYGP}U z-%>vCHzEDfanKfIFaZb2F)>M`Qc;`+IR}<`)>0k~)0C^D|o<#IokMvHa zhQh$B0d2w9iyUO34^;qJ29B+j81~KLx)dRk85Iw~_n1pm0o`DHh(n_s2KqMHPHUwc zN5MjH8rE!$5$M=F$(QTfV$Tnv9c)L%8d5{i$560r@S_iS))wi208`N+SOI<=WE!AE z$CQBsaL$#%y=8Ooj!=thUS`yKe?X6H#0Wymu521M{e`qur1cl^F zf{{Uo%9F^<7?oJK42FnzfaEZ~Tw+GEet32qXa+;Em>72uHIpoOVw^dJ437Wwu@?uD zlSKBTWK&rj^hPewi+750n_nDxEo=uz9eD{!#ObXeH|nUvMGm}5qzaf)?YTs3%sgX1 zy6{An_W*5GKb|dg5L3lw$|{)P9T*6_`j8om6xxpt0WY}N_&mYmG?Ar1VajBVE{y6!cket^x7^5eW=iXg@_bn@;u8rRbp=)igVY3nBQf88A0aB`I z3jr=UYN+hELNOSINcG^;K(UeX0_y5INIem7`1z0@fQ}RfCn%7C9l;SO>_zMr4_heE zJddY0A`S_8(@0C?M)-QR9Fw7sdj*_(Q~4BIsA#mO_f$3&9qAWmjsn6JBlRRw`E)c; z10eTA0#+2TaE1>=6L6a&nLtN&_6W9Ib{tS7i@6a~SP4dvsAFw`ssfEW22Y8y-hUx- zJ(x;3sM##5!{+(b^a(cdk`5B&&I1htYls{sscf3HXn+-Wh#X&X)hBs}&sa^dXM;^B&WLc5uwkQr{n0Sj{5LtOh#Um7_c$Rof;Z|FrPsjCU z_&_2R+&5l|vQ`?d6oH(ouXDN1s%%#6Guf`P2=;GkIgA$W?u^;zgtuY)n$ zc$x{1lt+J<)re~of%F;nF8SM=Ap;y3NJ*(0NembUN@b4Pk~xrupub`B>2X^FtZ+2L z^KgLxtr=m%L9xfU=?rfrE+fPaOszKFB$y);el0Q>FIb=sI7Y}jy^TXdFJh5N&T3~c zsTkjuL<-Fol?`|%5%WX|I60spJb55eWdG`*VrQoc1Mm0XL_0gjO2ZUn=?puI_hM4M zJ{8i#$?>EGh&o%d5$ll^4mxTY;5?5&-Jc}nNu)ZoWpQP_Y3GRTaVUtR!`oPXq&sYJaZ98Y6}_Y|YEE zI)Pz<@dxP>8s!?1HL~m>@D|)zl5852O3J1qD^UZ9ARee(?{o&%2=kOn8i=||MJ{Ag#ny&aM3 zO_<2TN<)2IrAt5U?7-RvCOO=8sxI6+@g}W>>IH&Kv6P2Ss<8w=r(hxttdU8|C|H|3 z83R@s41_kY!-|4Tx;QjK0#v;)6h}{tL~DtTE6nn~uFB>ZVJh-qAq0Gg9ahM|4rq+0 zGZL7)1bcC^SVyC)RaNA zv*9folT1aDGn`Ar!QtW>;<{vw$aRUyR4;WT5&IGuGK$mD2U^geh#jZ~n+bTz53pQF zyoy7Un~ESf)sa$30_VBZ)rX(biSe&M&flWC&}bCw6tPiVH`tzkm_W$jMqvfWU?C8x z=E?&jNhI$m>>4l+p&%9*SsGz^Fq|&h1WY8d$YW^XshmMfW%!7Pmq4Zs0!|0pw_Yxo zRrMJskx(RwE5>bx;mKpX6&)NVvlr1Q7Mv=st`6z)gD8+8FgLM#k)A*kM6fAYLjk)0 zB#{Bu7$!#1S%?M0>8OL9pgeeBn+-OZ;_6$F$H-Ebn$NI12|U`}JCL4-S3dp^7yAa% literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_16.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_16.jpg new file mode 100644 index 0000000000000000000000000000000000000000..635b833ed5e872eb1a3f28a5b77cb42b60dbf016 GIT binary patch literal 13419 zcmbVy2{@GP+xI=jmLS5#bFa=)Uiq|`xaadCtO z@}QD33Wb8pYUyaI98pw7sW62=cI?=}!_6bi%PXw1Pkf)s|MSmQEx^wS(Ptq+AyNPf zKLpAT*{TQNAWk;O_7Cvu2f_knWn<^y+`+{S5|r%%SRha+3oDe3jg=Lo4h6>nR(`hK z`;-mX1+b?%r2JtjVF~v*rH_`p6vTCX*{|vvaBT;d&>mqC(E~EF2&5cJO#*Tp zXd`12jH!*So&7O~o{>&0FN#iAl+KQc~}x#U->KHF98qY1+1B|96I6`~R}+k757V)erDMAz<*J{D2VQ zfFH0*Wpnk+ga?f33_!6@y>a@PLhfE zj2L3_C%&Zg?G_jr?2~MzZCFoYk^&*@%rGF{8UN}^Jj3)V7|CXJo1dIMNoP^NqJ>mX z`yHA;0SN`OAB+vt7vCx8%EW68w(~%}o5{VM2frfm4)ZM5MGDNYKQY<%<91BS)IWIr zBZm4b6_|utr10%j@L@^;rv{jOztDrBXS#k{#qaD>U&H!s+r1sB?Pz>w&g5S%xA?_? zJBxB==33r6qvoG620ieL3iMM&)1NVBj6YM~nS$A!=wk&s%$ZaDH{Y)@CLfqCpr^NU z!|F-mnLW@Px^Vtz^sxhNT1KwXHVYWCqBsSd)mIVpJv*_f6xceJ*`sWPT&BRBox#Qj zub*S-;5?uU=Z-WRgKm^T(6u9x68-Ak3r2{FfardtIvHFGqN0-Ge8ku=WM%ZLq_{IO z%_(4CBvPnZ-L?W0r)6@b>PS^OEH%GXoO<$vOmjNSHTJYaWDE73&1f{XRY(#vI~(kC zDLHjUOfHl;xxhZmlZVVX_0sk4W{YG`JaxcW$>Gri?tjR_hvl zo3`14Dd2ZA5ON9}d%B&HP9Um=W~R{J;{D`5{}ieC?=I>)`wO_Uxx>eP;c?~y!)ULL zeG(N03hQS=bmm&agI&0@G(WWxBjh`n`!TII?iw)H%mgDeb?`b}nASv*B0Ui!D_eq% z)QA7cr9)8B!T(VLlFKl$SpzF;1K2ITuYcz~_1h^E{TSDmD@g(|;V>2l_v=4x(!(ASs* zBjX}%a=jC{skvhlw)etjriZ}o5%CT;jynS`QDB(OlBp}dTNHWAVZ$de$%^*TMe^V- zVv(%Tf=SLD4m|bc@%fsSAJ4adzxQkbWXh({&Xg@c_eb`Rx-DSAZgL6hcGWi6c>Uns zLz|)Vdh-!mz-Xb~h|4r_asKiaaOKbzAb8RrEws}%SnofG3bufVaM~8o@nUM@OU=67 zWjf433;S^k_@4^z{!8H$4C^vsOxXhJUUutEyGNCi6KKw-9wvGJ5 zm&YiOsQMpIv2Oz>{`AxoY8yDQuC|-_FWjQ%*4Ku%fM3A7(BTOZF(7cL1rvD9HgNAN z2Hg$n11I1G*bVRYk90^=oFRxH;tc4P6!`M|GJ{xG_XMOji(9|A?%h#>mYguoVS4CK zC!UG;5B=M0tbPEcvu4EQ9kGMfxT(E~%Kq~BY|T{f*cPyN3lLqLLG1i1m~Z`{*rAng z6o|k5OML7{}vFt1;kwb2Aa(OQSZy+gImBKHqgVz!GIPqC8|yJ*gOu9?j-)J z4+R?k6vXND6K6s0%ceMe5LuWfXh}KKk}lA6mX6I(U%iD73y<_@Ia>T5KtqUs2pIqI z*W2ta6A%XcOZL0pdO=J6`9rN1G*r4~3%I`dTPS5yU`_A0Q59T>ohF%Ez`AVjKemC= zm{yc+TTzQO*OIyjCS|rG@n;vRcj4Q!t4^4kKO~QFpe4tR!O@!sa`~ms45SnK2) zVn1vO6zEMcKzvwGV-I|B8gzvG&0NyB@wuNJOwS;|7|igkET(L(3f41&0%q0k4p{F( z&+(PBRO$EndNhAq5Y8+J$7*Ha+}g?(&(hEu^ete1Y720zXlBMNe_a*>f&^C= zqTXr`vF?2K;^-FeV{r>8az4R?)v+m%1mYCh0&221y!1x2KzYP%dBrMZ=p9)wqjoeC zJEB0FIyTGTUovFZm&-TSw}4N_M9@F^um780^B;b7GBjDjq^hh|PqhU8`ER}{E78{4 zU7}ZrZ;6{_o-S^WQ0ZR0F?PKZA}jeEC5s&(=bR1 zMxDy04Wx!k2@M3pHfcORr<_H+`eDqzsO+6MTxHY2ff!14xtc2TxSr$MUQTIEMK$RMPjr(vSBy)!N-Er!1GevqqXL{#o z@FvUs(UKm6QTe-<&FaMV?hiUOS&@5c_ldtQlr8WWzmJxV-ejo^ZTqNaYB4wk{hIsv zV365pWd+<@Cpgs@G~m&Icgovcx1_auVmYr1WUtLs_-s6jYbLE(8gukVJ$|Bn`G|2K zck0BQevQq~CGo^1IRUzW_@uYM769?zu<&PV;n{8S=^CNsAo=B;V>m5V<jT$vpC~uC`{rfaj?`H9Cvj?|Q+*5W}C1ySxC+|x$(YWj?U0uAK zyalA90+pWVK-7MmTe*0B?9r-e+_a^|k8ASB8Heuo zPnO#oxA0Wm_){Ds)rqdFhj-=&0|j<0ryjH>UIj>3DaXu0E4^ z{=HiJyI#hk3&0$Lb+#b~V{ zC-&*feEA;)>AICtEbl|9`BgVDvWxo2sG=M87oL^53xC=T&06==O$y{dzE_xiAg<85 ze{~0&>He4-c0F-!Cy9dVdsO1@c(vAM7E1W(lEiJORi)*UZEgq6)(>7(oOkvgAYZAQ z&|x8uftd`R%Kd0~9>!fZ!pLer{E1Ff(? zHYlk^eGqvBe)ZKte(SY{4Z#~#^wGHYPJexvYes&0r0&-nK&-XIS8?B$lzI)LXk zIXcZf)1$n~H?DRXml&cu9}>E3-`aN%&<0QVx47n+RbS?Kjq==Nvm9~tLa<6)htm{* z0}3!}2>M@-85#y)e?Mku0EYejnCY{@u)iK$=PxE4kV{6AN`DebaygnJ!$#LaKQ_KN z1aq1dLdH}R4-&3ju9byb5`mDfIBm+S;n#Q+S^LOMpB>+(Xk3I!80=(O_=E{FG5JOv+VnT)I15YHnbyE&2LtNa zj<@A+%`T32?7#e}q^V;9JB13svtSg9Ww~VTj`s&>Jo8`a$@b!v(jKU#8*y@3YrG{0 zp3?2P3WHpE@1)D<97J+QALwXVW}(KlCl@Q+TJiPOZ!}~Pzp8!1TMy=w!)u~QjgLQc z`a1M$q#|`wKWybq-=iR)R=&P(iaSs&yVj#}sMH5Vn(nrF9?|ddB*9_4w8+<>u~Ong zb2hl{9e#}XBvz>Ndb6yRzW;H_r8AcXgqxK);1QNpnWL0_8CB(21m6~L&m#uy_ON_` zx6(RKrCwM0xz_18n>LFLTHb3JkMcg%jkbo0m!WHSV$Gb6L$n56`;A8{@)h1Z>#BM) zc6!~~+;$5XdzW)C$R>ufP3%Uz(Ce>tBPMepJ>gc}H2X{9UyVBRS^4VUD&0PA+9mkB zx;!3QnTM6y6rNgoaFlVe-{;V*?~}^DKKu2j>kH`Gfx`if0e{`}Ee!V75Uou?-@Fkq54i zgPZhm4hgDl%cFXZ4go%YV-;>OSXsJI^=YXGmtS7wiK!(&mAL19XfV@i%yRg6Zd!57 z4+r?Y{6F)br3($KMdXt8x95CmQt6+C0LNfX_yY<*SA)__d=B3p$gNt|4Wv?FG&ZBF z&ERx+Y$-MoqYtr}T^2RRb?NUQpQ^|9Cb^OX(zLb!scib85p=DK&ERk-(iDEG)n;*t zf`Y)4=T~tzR~jrsk%0|-rg~O1NvP;p&Biy2f!L&(JMYotAWwAAM?;cK?HT7I=Y;rpT9%N^#;4>LLZz}U!bZbiE{x?f9*?J( zS2dYgJ(Z|lpKR=gSnR^zKB2s(HcQd4vr;a1+gyP;+aK1Oy>t@QuoM@cvpaKPUFKo` z41Zy(=l<^m@G5wC!h@lfZYS+#64f!+zOX|4b{~2<=bf>TSc68rS}tt z;V$92c!#Mk{ebRDVV21L8ya%6GV>|&FA_IbhWUcWBzx5S)+Q&r_l`9Ft20_VpVs+Ro>Cx}Z!GrTcgDxpg_T=IYWDl@TOILgK6TV>fE%zXcDSnF zT~{|FWw&G3%HKBS*{8RFw>dnw9?nTNyc<7fE)5^&)zvC9$ru^`dQD*P$_Gnce2ZVf zgR0%aOV*WVgGU0*2_raF{*KZB_yn3%pw?!|zt+@rGF*;WdX#fz~k9H4S^UE>+Ff1`a*(HG~cxbHo2Q}+87_P!oTwi?+2X7XDj z+zN9aD?GOl|N7iRx>8eXnCSRCt?g-$iynL-_v1l)m)$YzvU4khxPZJor<`00q3qPo|_HAc%QmEASx1T=Nj9oNhv({?1QEh;;-NvW)9O1FRu9*OW9pF2EdT zQ>d)Zd9^eW_1W#kz8uymSmhW^7WI71hGpnkeh48>YNBUnR7PCWf}{NC<&3k{W!Ek> zy<$<$?vP%3s7pW|hjc15M*6#5#Mf3F<3k@}WRsOZS0_XV39yt+Pi9%=6_Xgr=-f%*>f z5}R)X>8}hAY1tkLoHNt-nirLR{GB_0lX$dmtVOfl5k5v`-?z`%Lnp<9mBE6^i*xr) z2P=8!b|NYs60VmktE!DJbEE{>HI9{XUGe)1(DO=YEbJ%7-;cV;`dqh@*so7?3?6Vw zeBm1LqK@pUSoGY(`U5^OZWsWF=8P9PF7r~a_BFPoejy5Ud@XQO$sN_n3EqiVvu*Z! z^mZ+Oofok6<`!1j0;)0YT7I{A_*&y8?E2f^cs$A{SgsM@yu)w;sHv%5Z zir^2|CG%C%O*o|`ql3fE`S#FZ>mgWc zhgMN%To+xEhs&AE5*hM^KytAm9>Pz9`jKf zUud8_NP97uj4pjh-rVN zB$Y0sY|ie|MGif%2a-x#NA|dM`3cYz@f5N?%bjQ}gCrDOw%i)) z*jKfAz6`26Wl{B1uO_1Nf?Jc`QO$zUJ0@c1Et^7PF8Fy@1u=wQf5pr^iRBw(+?oHY zdoCrQUdpX~ITo^h7+2$`RS{I!&0@Qo5BsvnNypHeJvnG z(AWaJ<9f@4CXbS+VLe|}+wm0-9m|9|vlR~{bB@W~cKb9aS~@*3F;;PGY{U7c-7WAW zp1-Mm{Pl(Fq>r|%Q{+4HElwm`6Ze;m{3RRy<_DePut81gPogh2?;`Gfw}Jfhpi(nL zy>`BmZ?nxdjdNgbPsdu!2HL21JOHfQeo)wiK`N>uo&pB$=Z>=LWg7aQFXnntlP)}U z!0^#HM33f9_0Ikq@`HC%@QlI-k)70?!3p}eu4m!pcU;#9iv4_BZjf+#QrFNUO}Y_=d{cJ&pXy*K z5}U{2YiiE;6Pzz^HI7EEPJI=G-3)xA|HEw)##5khH=qrn&@HBn|Ey40bZFBkS zX-^(22Don!S9>N+YFFGvmVC2m;`aj5&E(>D8Z7y5s!5$N$=7UL%NJCfQ(te~7*txX z+Dz*H9&q7yb+zJ9z;n!#_3s&($luDeavSCCktu#f>qWaZ0zPZWS% z?lQsyv|8#q5)BAbX}>+Qfxea!q}pVhp)HNOWCy6`}G;x;NrQf3Cf#0U}39ZZ5@|lQ4yUPCX0QI z7uSTRnBG8MdB)lht0Qb*mi#?UQCfjkJWQM_l-4_ne=L06WfAu(Q0J-d4I{(P-bFoc z&SeNto#v!t%H_qjfLjkWI)nBExOPw3fy;LI>cY`oAIqi#{=VWhEb-vw19gq>ZLBxj z`CE2F{d;=V=$Z5fu9uGURg5hbAfrFIRwW$PHGbh}wy^GH+?_Tio#kLPHNw!v6m=~=MExZz^x#!_0U|f z4(bDz50D|Qekm7bmlC}2M*-=G&N#HRUb4Ae)w$E(P__5noY{BAY)*H4&1+f{_z{J) z*#gY>OK$-NYG-RF0xPl`QE$vhS1~3M4e@cP+^{wTEQ(8u)+P(P_OcCLbciKBVcHyu z@n*Aukz>#X!;;y-Cyn#UJ9{PntR*Vrn9GgEbEw9%SnX^yYtI6qT;=cD`_!QK z!>(oIC_K6i+u63Z?F&cEeYL3<(^ROPH zIRL!Pv^}plzLVcJI6jP+e1hk%ycI`SPJ$(wcdz%uRz1-jv}qG?Q{oP}dOkfy`;20j zKF{lK`GA#|Gp-YQwEHQ>EDbOw+TxEuw+M50I8hjh=3^J=?XC5{SZPLyz3Hj*oPT51yZRuy2#F; z7*j-UScJj>5jvm%!=|}dh__$&6W-aXB7d(-?S*=;!S^W72=ILo)ibU>sMtlIKQrx4 zu{0yP_u|6bbz>EYeC?XUZB<_;vjYP7a{}M1hOH1I{IOR1ckaJo6w|nXd|6a&1sg&~ zRN7UXviVv*Dd*#J!+Um>oJ>yh)$>D}({v|`qwQ#TWi~PI*lJl|VZf_--~-Ju_R^{F zmp{Ol!J`34)oC;Gsk#J1d`H%8&(WV9O%#Je3IkQB(W58(E2a4faT$1$TJ}=;o`auwX%#S(+sWKN9(^5 zDj(TL9P-?IQ8}r&o<@h&6rI&i3j9b2w!!4E(F$HO3y|h+k6?FCenzGfUP8nZm#tYQ zh|f!(yUp{pC%QsAvx~F=B4-|pPsdTdF$43U#wp9!boF>%I&8+=nuQ-N3|`ABP?(vz;coi zo)X&wP{@^p2PfX~PneqW4Z9`S`k_%7-*Y@q5k@basT+Lo7xDRX@;ma3JhfTHBstntTu)+7!LdQ(a^b3aWYCe?D<{6Y!fS!{Wz3Vd?l_Wijcp5j) zAHEt?^nfTZ%?O)3cXM?WdmkE~)$i>wfI3@qGMP76@!%nff_Qv0=M*%%vCMsN+4udG zQle~?3)#!Wc%KdW;t}!v(H!~M6}y&4d_#4OE%HiBC;7&`l}9fPc;CQjOCSe59y+#b zrX5_%U$*;r2rO2+=fLO6*(6fx53zNZ^^4 z%Aq4f+H-j+$34xDqXzbcBad(s%^LsUwb}!=L`TUx-URm!i|1}jxy?g1yPGn;vzLxM z5A7qwewdrAkRKKJVc*adiObONuO9Bx{cvJ3Gc@4k(Se3fS%897wU3d@U*=iIH|HG- z&q1B!E&KvyUEUqBJ-}MIv^1#p;@0f!_j*4wt%=lFd6n6(YX%)fR=O1Jdvd&T?xJEHJ#RwG*#0b(pliG8lq~XYGx9s4{4&dAyyfpfZ;b9 z+!2wt&!maEH+VD!bt9hMj$pqXozcm{U|dCkHOOTwc(lm(C!YhWZ#La!uq11itfWk^ zWVh!FCEHYs0HDs7g`yhQ9*jL5)v6` z;&Lf(G&9TydDEA}-{|EG!QYe(P|ANHGkCF3855>oAA4NdrKz5OQ1nfB{jn0#-d=O! zmB5v64~ueRvX;uZGwsUB-4I`&fc!$6>?ud?i!?9q($89(LU2ZfGe09q6`B>j`dQwXrA)}m%3|7PRl!y(5L`$?iO=qJk! z1a*?c6X;mw6PbEtS`)l$y}LaBVsp5Nu%GLmz+9|ymVBh(&9z->*Mm!B5th5o7jQ8W zv-ETL*H7qJ_)!dE{CSR;?c;z48LL6x4>WUrrRvS9_Ix@+klu6A?L*c#+*iMZ73HG| zd6y*vyq_f@^@6-w$0sUr814+u*t)wIy28c%x1Xq| znLFhYB~4X-hk?YBM>rWUpdZ4TIFj(fciUhWX)wAAtdcr!7X2gVAk4ihE?9Y9A3#-7 zDKL_A7lw`)CGlX5M=)ssc8+lA88}PeIp+@-OPGxPzWQuT3n!b8; zr$1V0Z*LxXBoVl;37!gVp=4(U1Wz4AYVer?7sfCZT~**wHgVc`%)}B&i&26%79B6U zp(Unba-Y)kM)F}J$-?w;>lC+`Xgh`Rx(`3N=YmNXf0b=QscPsueckK!=8k9U!)11b zq%p{9k#pA?d!JV&T)(;}@Y09-``!Efd){15T{>w+bG*wXvoh}RQUu5%%H30Y^SCK4 z5I)aOww-Qv%n2~TSExcGD_9g)j~sUx{F%a*xG=rD7~8->y1M*%U}Cw zxnuxIK;*GZMt51rrU4g_+Dm!aMZkBe5Iha3!X_dEUdKUaqX7{L$_?d8;xa|#K@6zv zgg~-B_?4bWUYg4xQw=pvAHzg%P=Kjf)W8Ek>nBYU{#ldWq`FsY;U?*0|LTHM@+`@?nMA?;MLulMFOd6 z7G?|spr0^3U14Bx&RRD~oDnvIfK=py_n+QW0Cqjl)ChUFbDuxPShv(hIC2_1NilbF zx(osUk7PM)9WO*sNs%z%GXsm36pChG&DnBOU`d>MqS!Wg@&VxRL&xJ~JtRoPw*t4L zvn2To%`y&ODDap-SMLC$mVgnl7slKs3U9qeQiEjDtHq%!Jh-NGu}K#TBV9L=e2ec| zbvoJd@VA1wlXl_C*HqW-P&eJ8F4uM#48GBhnm+P4y#g9`0*0*AUXlrTb|XYc_8>+# zFAaa-?vtKl1uimRis2g&0A1mL_-g0&HH`T-7X0YV9oNa?dJRI$C5b)eI*BBxgBvYC zsCA=>p*i|VP-8DsQ^1*FO#r6?WR(&4$x@T9)TuOWid4Z%^nBje_ak2gxZ9>$gBsof zk^y~(a4S}R+^D+vBUHyB9bP~Nt!T?-C7DIFwmBCJ935WD8&4#uTJ`ZcUh1nkAE?hQ z?j~}&OYRfZ!cN~-v%7M9gCL%Z)HhPGdc^8D_M)ePTGk?pj^WuU`drZ0NEUuMPL&Ga>LQ` zzzlG(50*)2F3L`Ff8)&S&5gH?JY9KzqHPPfUEvJR5PRH+g&Iq3T9IeX}!2 zzhnf)1IP(gCB&MEjue^}9Y68WizZC5TwQNcM?gaCj~BGu(b}Izcs+l@mLTWZ7yNtj+DHf07pU05d0gqS&jjoKBK{OU2sU2neA{n=n z0vXqo^>HkS;}<)Nl{z@B9AkdG7z-_<)Dq*_nCYncbbUo9)lr-vC~7j2Q-iKmY&& z{sXoL0AqlSg@u)cnT?f|m7Sf9gA>lhxn~cj(B6GKa4}&CaWP?0QArtPdC3Ec(xRdW zO{AiVDhh>?kk{7LQah@wj#ArE0%2!o=iI|7$i*e7CM7DR_W%6Zt_AqmAO_HACddH* z$_HWMgKXCW5}=>VklhdP_XB}4!I)WC+1NSufC5i>0Vsrt2?}FkW`@B)=_s%tfblW! zl~Ofi*@ty!JrD?2i%GuECT&#qh9B2CFQe`ebd{ZBzkr~Su&kUs0;zyHtf8r;tz&!) zjWIDbGqK?f7fLaV2+$i~e z*&B9gb=*9^M^Gonei_tv*fL;CnLiR6U|Hjo1a56!_;4$$5`oNMEJ)l^l zYv%EZaWeW@Ccj+2M&||T1`&U-o$}4(S;AAfeiynk+b>LiYJdp7l5d6@VD>CCKme*l zuPoN+d=?)gju^lNPy>#{i1$0&-^CB0>;DYX=zvA~1@3eSKy`Pl>OKnn%C;Ewo( z?N~vBm_+;oUiSo0v)IDAW_I9Zs{CV6wAL6jYXOc7hU~fpT5N^=9cuC~F=e-ZycpYs z0qWV&_Q#ZV^bL^t%m5L;KRO1YiUv$n{_*Iq-rcqxt2L%6}TQ0~|0`m3(yMX z`^YZm1BkvqY`DZF#Qh1w0OBt}pmLP+j=ewR?Tnj2RU;~S!8F^^@F#p>;Nu_MeV7*K z+THlIXkbCc@B?*u>k9_@S`u`H} zN7;`5|Kf|*3fo0O>-!rJkd(gxL4ZxWSy0jcPaDY3e-r~_^!notpMR8qBq;9$Nx>zp z8nF{3Fq^UEiEdKh;;{=w(Re4Fcj(xE5EQln1HDF+1mWg-D}#_@y+stF=x1rI`z8A< z$_saBxLPlQ=sTgYqovFh>~3svNegBsZv1J?RB?D*p6P9~>mc(@P^{$a4#g+`4tIXz z!IgIQA*jMc#Ua*P+{I=G9rMkjFEoxP&;xc2fyVK)e#F=w{uSKM;+35|D`RQVu-}L( zY7pHWU;GOLcJuzEz6YO>;BXC4uxz(&E#y+D24Y7}LOJt&aUj^pjXR{Aq)clNq-JTG zg7E)7t^9quobQC_!wr*gl|jj8sooYuRrK4mco2Rn+#~)5QoKc@CyNSq);0w_$!`#( zd~exZIuQ*5+&Eo&0KeSdr)s~|9We};Qu;e15pDEL!+`EK1ere3rYb z-v?YycC=p3j|8*UV@FE5AMwuB(NI7)yU3p&UEZQei(Vu|7KKv3&B zM8grH3ZimtM_VzzGKd7K?*u!15Doeuu%;GGxW~O+ggc_UG=PIcL7>z?406dM{g3Ew zM=O?iWrsU#7HwBFX;=L}WBztg;eVJ@#UTIC>p`*uqyNY9A9jhVHoIX_hkNXh+tl*+ z;lG;_K>XY0|6Q^AmCiYn+&NcGLfs{8qhWDK@ zS9)Y`o5Xysi|>~07NId_Wcnp%ebwAmLSua1isicNjQCO%b?CLP-q9ECanDbzr!o$U zTpXL0P@+q2TqTqW@OVXO?`Y|LzYWZ14{ZbObcx^Zwt?Ydlf?6p{cqMJeo-c_G_MnO z6crA=_OcPNe1C_JcU|!m<2+U~VeW{r!00y6OPSD3Ui$TlBq{`#D3v&u#E6jJS~>{! ztXj?0jFa>;w}I2?m;H)r*aJi)-0&|zyZS2=HRBY*SNo_Jht?)??_GX<)VsJ+R;eS& zR-Kpt%9e5LS2J6JyReq)s^0;rZKvoZUebDYv#&a)gL__mhOUnoo60dD%=Ln zu3oQ*_fUPaX0nP65r5yhesTlX%eZo28+hGtNwcAj9QUvQ{?w_*!Qt|ADd@dH#^sZ_ zggTRwIO*R)Vp*m3uU=O6-1B~YRc@gt`dF6WCiAi7gk&0`$a*GcYkpx^L;~s;*0mP4 zaNzYszgxY8YGUwQHsf&muq*M#v0mZE0gH?&wy-Uiqp6R8~ zf9<~;>C4=6^1{ur1TWiJ2tXo{<}Vf3JUgpDzVMa7c)Z%%{_Em{PAZ3Gh2;ayCv0j_ z7kGqd+rYJg9;l@niF4(ll|x&1ukqKr&fTeVu8ySj)|wHstr}3I1Jlje1`e(E#xxDT zI^5LiVjbZo+OzUnvi#)>r;9JUW=MNqhW}nc;Sc#lK3-V?lgd!UW`j{PVzR>c_aCSA z(MMRNeo73iyKcb(^yk*Mfdp39uG;pMgu*R`>#xV+4e(Q}@^_}c&L>amFY!L#25PP* zt(q?7uCqC917F{qHb(E~wo&h``7YB%n2EEF;_TCd=T;;ps^D>dBc;o$8#P?s;B#3@L-xYfMss-I;y?d+@Ev|v3Iy|SDUtsyC9-+&9pZnILY{0OON(+D z>DTjZ9c-T16*>Knvn2gHg^zEAgb4{J)C{ja7N^8ZjxOrPGxq9AGp?Ta`g`84v4+N% zJ99*TCn~28qxT!WAB$A!4SA;JV&0K!r~`&Vf5X!T^nCjK#yTjX1X6u+aOLU8v#zs4 zPS12@Sl7G2x$8)1@6rD~fAUr*`f7XC%le7&)2?u>~maJ<>h=0J3?$H~6 zzDE6&q!Q74E2?~&am5E@u}y!&d>dd8&JpIO2??SUdUejnF&@XGoztfk4_g^ppID!e zz^W4xj%;|^gJDY_-`WPw|DvWTDUVmIyb&=HtL#cI$y{mG%ZOey}7aGk!brn>G)U7`ofzL z7dO$&Ya4=-U+1&^85!Ha?>F0ku(t7#Uc{H=PoyL}m+NiUYlCG9`a`kN-4qg!Wo~0d zVK?rC;tE>iXqNLKhK|WXu}0O^z(k>nSwufaiiKBX;O4aRWQI&Y!=N?c*1W+cFqXU| zBY8>qnquTybR#p9YWs5=M{H`X(B>H{I+p?8DBHMLzowu>j>1E~-^~qH`AuSB_ubcs zKuJ{7v{{n-T8BeybJKUs-1)9(IL{*4R(;c9y*rq!ZpzM4bU|}gY(8+afs4=Zy_{~A z#1Fqazw_IlPolFpRA=naM?22(S^kQfF1y)2jfDkOU-NogbQ;O#p74&e*jxbJti52m zZciEhX4G**#NkIutbQ)m)++*cH4o(5z*P2*sh+#mWX?ygsmx0*iM)rr<#Ss<1~m6U zwVH+rjn@~Tmzzgl9gF694}Y`)iO@Y^d!ud9>$b1oA`45@P1Ku*&c9x0xenI9WTcz2 z-8!3r{p_j#-Rj7ZeXC$WqUn=oT9*W6*JYpacaLJ?I z$E=+7H`=^dw8%T*+~wCF+*)#*boJ|=s026X#eSApTnY-5+!FN5D~u50CmR z&Yy|oZ*eh}<_3=3c)X#v-0J3eUm`(BHf*$Pk_?Lw*p#`(vmDk+m>xO5=y>6mByjGT zwV}Rjordb^pdhwd`AOWnKo~ZLID(t#>z8pZ^dr z+mpzq8nSifgVc+Zy%xt(ev9-~Zr-GwnNF4Rl7cY!g_suKQL~&2srLvrb~i2wOz$IH zSD0S+B)son?M%P1$Ui=QBJ*88SL1@VoI5?Y;OjKbxMYy`^2Qy*_W6RJTS0Y+Zlk)) zp;5XoP8+X2Q#k&bPN)jq6D7kx9_x~A747NOsA;x0cHr|!jd}WVC{Ze@+|q2K?B3fN z93@vJC?`&qG_n`jPPL1Hc?BK(;L(Gd%-+iQ?3qh8ln{-0esqlXyyp3xXHDJ*wWdea z_v%B)+SgkmxP%_@Ewg>Qtyo&*G=8tZs1Vplyuq(CtuZp|AO1cEa4X%ykL?ko@i!CB zK7lorm>Vr|on`lImRxM=J*;p>GwP{`?>2Bnm%et}VXEj+)L|FHr1#2q<)vekx%G9@ zL#-?>xRx18X*a&Rq5plgv-N7@7ycVt)jL}QQu%7vqK zfKqnj*4c_1i6MHVbcKsItggVukBY+2&liU5_o4Bd`hQ|&oTf^gRybZ$L8uO8-v(lc z&;}y%s>4A3%`4aJVpt`41AE~B9g7Cw|C=8it^WBt4yYH7?Pz#Iohl7k;M; z(mm_;a30?S=UR^O2hw5V62@EVwy&~net)+usS-+p5pvDbXJ$Qazk@%kWo~pG9Y`{Q z&>Wm>Sp}|mnk2L_jr-}5v?XYOFTtm25oM!jS;dN<(vA3tiksm*>c`oUTBX7|p38U@ z;_7qox>`lRROx$(rcM7Bs_F5lea55N5Gkg>b=UFE?Rohu}&7tE0GU@|QPTjwFYeJN7b24^9;bTE@s896)@4oDGZZN34pQJahjjz>{!FfRrw&fRMr_anSCz}QHGPyKG?=R_mTmZteO&mR%p zkX1+LL*Iv}Fx-z3II!?AN1bT((2T5xhZqPo*+l4bsAK#9-+of!Fli$YGw1K7E#sw) z@z%>5&X!NDp4|p6voJ!%=lm@<>?;d9lxr zxy%dHbmn(v(J_oNo6FIJx~!kXD@LuaOH{Y4({+o?Yvtw%TlQ7(8YMYq6-bgJ zHWzC~w|!9k+QVR(2?f+>mWuu^#trTN=KO8szBBHw$W=|rz4E`)ex2HIkoWnicf#0g zp^M+`LJ$v4#0oDdh40t()5tZ~AiE))MQ0!4T)(ynB|1&t;hjG|>Y=ar@hBh03eYvg zaI!V)Hu@VLxioh2*x3a;k&_F~p7TY9sOkjZRAi&{k2tM?jg}8KQ}y=61VJ=+YK3Qt ztSt{i+ddpy-5;&2{4ngsXlhdNLzSsa&fLROO#^2#w^X>i!5zda!j@$zqIC9qxr2;B z?T?oD)TPV972>qZ*gbxY=K$q00lOuI3um&1NgdJ;#3i5EjlM5*yzzl8#0{-*M%c15 zSvluH{cTQb%n{#I=ZT)j$BjzA)B5CyF+Ae0CzgwtSv*dEcsu(lj8;yN!j=2qZsj{HB`+lNnCVy3!Xwr3n^Jv&N1jZG zGXo5%2dJ8RY;UCd%;2;8k7QJRx_==jpt?+m1H=CNO%wl~GyQ4ICnC=TG%=kgL)r@+ zYl*+@>|2k$OEGnzopRvGdsmEkUesT(=ALf<>jhqmGF;Y~5HV_?HW^$r2UZ{)Jj4Lo zD+}yBDFU~3avQ5AHZ4-ZoA!CRU1ej{%bWNA88Jg&aR2t9yV(S$FSZS=_srHcF09_L zI#-b{T_II$cd9#=_QQB8&|!GPl%ko_rLqC z?0%j~ymQLI+ktP!xn@NpSwHIl*`*|0q490rOuK62&V=$S`(Vsh&^;gh4OUR;3n1XfZN~g!tjA|kFcf)*x1y?o7^dDaq0Qo6m6A8GBzQFo{Kfb>IaSU? zK(+d8VDujME0x3dBMJ1Rq4f3*&+vsdK(Sp-M)g*PN-H2{9LZxI`nG(pW@F9Ix%Pzz zskDZYCry4Vt2XP6MgkIs4W%UWJ>tnPANc`z!fs(l-9yh~qUgaEThW6t2sDYg92Hc0Sb2duhcV3{U3 zhxHVv`$Wr1VxO9_YONGa2H_zC!5v)z`E5cdz^y0QdC+P6U54qq>9Uq>Kp{zvM20!( zluk>Yl3mQy-da%10^itT@-^Rd@9pcalBnmszYR38@t@RNvQ-=JFXiUx^Cl&&jc7A1 z!x&HH`;`(ooQF)NO5)|GlQ$pgXJgx-hb>}M96~Kl!RI-XUl1&>(3dv+2QLL4rk7Yl z;zlp&4UU!7C?JG7;!8b**v>?Dyqlnvndit?6AfR7Guue@t_@dB{J5BX^jz}@6)8!q z+Fw>=B&gJV`%C!u#kH{viVotXcTlgCNHd-|enG@KO2N1H{)_f|u*AY5r&v0J30hV5 z!0^DOa2@Z51;JUF?>z`ZVy}u%ZtVAA&Y1d=5HHwSmUV-^3<_i%6Kw3YjM;26 zKNqq_Gb%THE}`Nj)V{Xz2pu357$4xFHr?;$=^SOV&|tQeTfE@GJJ>|JkBkC1{Fa$HXr=)#aThB_1X<=(j(OqRN)>s(?>rmo4+2yuIBjTm){#) z|LjJf>)6K^4Yc17Pr-9JI3}J?xbA3m-a2&f99E#f z>j>dq@LQ{=+#>GUjK$ab_x4U|q#m0ZAm$h~4ki_V$DrFecl~g={bq z_kxrtdCv#WY5%NNGs%|g(>bDpJ-X<@*Hudy0?dGAXfu(}{D>nOo zCX22lC3O&!JEOOzRo3^apArCz#b%Os2=23XdXnb=>Jdxo7c0K^R{J*Cz^Th`e{Q+? z{7T7rxfXtRyuoobDY|HL$VdN)Zc9SX{f7Pc0MvlT*v=#fDDpKV)cJ_ zbDp$Xi8+t=sXBRGKtf&T-dC&q#Z%qW8p4+^J;R^6G2h6dzIswAvUt$d?8OOL!(J>3$SNud zSg2nfpSB!WrjRx|p!~nLkQftB1KQ>U1VL+1f(o^X6@Ol#vcx2ezY;^5qC6ARz@>J; zO74g)6gQRtUOEHRQe`dLShPqtO|a0DtZJ}xqdc7Imj|O{!moK2L!)JQn>`nydvk{x z_HdRXKgZlCqaaW3=MmwJN^o{DOB}3c;{N_bKiv~|T%hieJ#NYtpQF*=V!tlztav*|4&_Us`ll5R7<-!bo4x~>W5e8y4{(`!Q=}_ z6=ry#0ZYH1cu$q|Q-tKzPwpf$2>#QQf(`I1D4;U0)1pCA zB+1`Mw|FTmk0n4aEvq=tP`sy>2;Py)F$3!GQALuF!$YRqhHv1N`Tcn4565Ts*=5iD z(4Kxd$GB8%{iyq@@{H0W_Nkv)!P@|o|6Z&Ks)Xfcrb)U%q|klsQA%bw<2tT1@s47` zip#0{jH%Wv{dn$!GF?9Lkn)g+bBZzo8JUpE0nsTNhA#2?%;6))`;^k|+6KL07hF#~ zs2F3NXy$&~3|^9`qn6Ew$#Y8Fyx+`SGfRHO{anFQfRks#_%KfQ-0Fe+$6_sqq|Wi0 z>Yw(nbDdPr{xX^4#P{B*N_73YJT(4h#|@X%t~Aezq(JAuGi(2`Cf(Pe#4 z3Ck0$6M+EJ$ImGy9U)u(;Rp;<%_M{0r6+go3}T&+0k7A6`J`pGP3B>I5W+KFCe?Qm8R!%2tClbHgRmz(N*uZb};l~Ds9w{$2Rv(Uy?ea#7M^L!^$ zUKJkXuq=0%zTT5uyJ*VCq%ICHp*Z8mmbZ|#`+7zOdyRSGj4%aLmzZ)cR}T9~FRXZo$sICcuxilGGh6xM*<#NQDCK+|~qkwJK1 zk2$mah&d9dq!P^$kc&%{6e8dpiM68TL5XVkHUN&>XZ9jm;Q1?|vAe0$hN#*we4AQE zJn+rW?;f%b9_^?{PrH-H>Tct2L?LyO0fYPy)aAEd=V@)4S_QC`-$4VK%}%UEM`Kq{ zT+@8E$Z08L9Ra8i^wN`4Ck^Dvi;ebuEXCw^R;?U6n?gKZ1=`cg@+3dhyZ7YW&FA`c zUuwjctwrv*ZzRQhv61|AO*6SQ?8(C5Qj@WBMS}nNI{{lEDCd$kFR!yI3Q=6L0j77O z6ORwFdiEE;chAmpVnD52jyj)C>9FRxk4Y-k9!b#?bBID~PP_OOJR&u$yyP*Iz9rYm`{HlYS(q^f~{#({1JL^RRt`alV&(HOAPkg#imQNA2vTzlNz#c z-6lB3K~v{Pyi8qB!lS++6Wt>m;rs~$U(63W-@T=&=_N)`7<;^Y>#<1&^?m$C-ollq zhM${9`{Gr#Wx6Z=(~6|PlrZ_cA?+=si!PA8 znllhKr{MWB46K&C{9p9Ei2rWaax=s>_*D5>-y|+kXl$9 zypj^VH#!naR5f5$5@Z4I(!s<=13=eUDorTQkgT(gZICc$foB!kn$QFw^gD$fpwcv- zOn4e3h|9?I%_&xLR-;JKy7~q$KwEL~|hCftzC$CACyAkGVlk9SsMv^wKd zW}?!n3LsDqD6?R z;MYG4xM*!~kLZ1R6cQ0JX|RW^l~0M@Pc+xgW5u~e;C#{!12QURM=4s3V~4A~3!M6& zWUM&c5}g@B%FO>L!n-rZM+4OYTrZ8bfoO+b0s_(TFBAKBT)m>e-5DTJ5#4Icz`zDi@F2mPeBY?*$=>V`H+Z!BPh**pvLq^bEuo40VTww z87N7)8o2YDXpIN*$Y5p?4g4$I0xB5>Z3 zJIb%eBU&Wa(RjwXmKvZUlw^thbZ>~nq0AJBR^}3128*vW4z@g_uxYd)CFZ&iCAp$M zT2usHRa72@A4CIIWal2INy9ctiBt>AceF1CJe0d+?3yifjA+?uz$~kb&x1{xk?pL; zqB)S-l&n2XrBHCQanuQg-=XDU7}Q~P_1p>!Jj_G8#H=vo`}>yByF(O8lHqmv2uF2r z%}v8z*iY)hnlcZ^nwg+>Ps|UEn4zIr%y3)>)b0sdRw&PC4BUj&!AP>_Q-zlDRcOum zlS8+K-HymVm9vRJ=qE@D)Hv$c`KkGRW(}OiL`_1dTKUkiO!B#?qCv0?+fGB3QBl#3 zIyi7)K}@1W!}IlefGXX|i}_<|+<2gNiAEs;Nbrj`K46?Y66v;3?59lBojfLR)xiZD zu$vLV-4*UZGzNDFl&uvYhg7x5#`#2ZVu^@3OJnnOTmWj_*q|{0l_x<{#?vmqeLrQ~ zwLsT~nT%kpG)Uc$J`@w#rjfL0%8KnuMePH@Sa$gkJp_nG%tBze%@KJXA#)ZOq*fj@ z5#I)nM&c>)(b=73q+fIzmh1>1hKUG(l1bFcgEc5A$qMjdEgBJdit^Sy^s5 zW^a)HPF6R8*Q$f3Sxj)-U~nE^n*^^FR0GkHv^GGj7#V~_@Nys;;GE8#W}h;_3yM6u zOEfW^4ro_*u*HkpdscD5GbVa;CNkjY+L)@9Ck)v71zNSifp17HDhtUL`U@@B?+6&9 zmEgcNoLw;&AS%O$_I~Pa2^@ayj?hky_YZ9O>VHuZsH)>Km+_<&k-Pv zo<;|-7(_m_)64)>53fm(l?8NC!OHpyiWAWQ1^r3Gb%8UNX^6yQ9tLi+tX<$h6(~|A z3h5VY7M+Evq@sLcSp57DdCax>k`XutJkZoV7Q-dlx!M6022XZCw&-yrvH?6z*wPNz zi7J8yx<%B%VT<;d5fKds0WVya8+hGf)&^o2^1Be_7l>Bj_5GA7|A~lz_^DeE&0)%c z7B9$t26@bFf>gi!X@e#YQWxiNCOq1i=x7O6369R)K}b9VPfc=EL-1lTXgNH@N>&J* zK(gRDBFpWhh)`KT6ZNWS7<>zYnBNUg=xe%+i^7X`o+0(cW1d&tL<#(g(|@awzUBY) zQ_`h?-&Ah>S0XHo2x}Z^GHuCehcN24H=AQQMc#DUHAI2%}f=7Y2e z<++8?);m#zK#$NcyFR82U7iJkK2xPuP16kFAu z@R=-lq4|UI!#QjttT21d!f>C7hzzEJGg>53;YqW7CQlY3 z`94*gE8!j-$)$yK)NA=E-Aq&VmMDd(Mx+{k z6A$SFYg;k`m@%^+jwP~aqUe>>`8<|RYcNL6us4)Umc%sXSa_NT5eBYmj)1ueGT6+3 z1zf?2EO3uZZ7LBkwAd->WD#2V?WlTLCAiP+`nE%kNIWlxWmi{70krcI5q!a*OM5fM{&8V@A?gQ|za58@c>M zlbfR={P!Hq^UrF%D>%c=;}|%ZeEi#sQ*jcI2aT#rkCiV3hWShm+Iz4`6RQ_ojOp`? zkERk4L1nDcv8U+j%CoFQoSf7Ky!75EE*U^SRlI zB7{PONl}P8wkkAeYN?V66S(i^L%W2Xah-u&4dB;A1=DQ(E?5cdVFx##P6HMj8Un?Q z1WWBSFYqOeSxF9jwNnzxpEg0&I$G1|I0zU=W@R*>LF!61BXy{PUgUuh7kbk??UYot%iF%f);pDRyi_vCI6IRwIMNeiTw5oO6 zQeW52n@AHA8oS>}58A~H3|(ClQ?PB8jearvrTvxd#fL5qD*Y!?e|D-ipNr!1vo6V- zy)GNP4?dJ$8tPUZjua|s#1*oZMua?Qq;%9_pY*F^kgATU?t$dfY0ST>|m(G;o3 zZHYT!Dmj#6BuPR}Grw!JY3TxL%BR43js%%hHR^GT-M{A?{ zwoS^)C`0r%T|Ep2qpD?WX0*dpM<268AOt2ZE-txBQeH|*eutW}+K&IvujN`uMhu39 z#~@(p5L^a^kby1NL#n_|Vc5zG`u&2z5kkTuqGI9_s{ld88VC+UAmBm>VPPR5Kph3f zAt4#zwQ72nBI}69Mb(3lJ7QCBh;7ex)$~NxS`tN%2dz`z z5i5q=oqD6}x%ei1=kKzf!EF-jH)HxWCIzmoc=rF!u?zpdJp0?R|N7MhNg`k%cnBHD z0vemdZ#lyDzvnQLhokB_k2C${;M<7QEPo|ZrOW`$HJ8+lt4&6FvbynI(0@LCP#g!&J~gj@@{4%q!xUFkp-+>BifL;}{I-0>1H8nda} zc7;TU@G$GQ6|fYzCtxlfFYLz3fHy}V;BP5V@^3}J z>0jbjYz3VK_B5^VuenZL0h0+Xxqa=fLYV0 zRDY(wJ#gM#40IKNE*&8gQnw4}m4k0!`0=vaR0c1e;l}lFuy#8$ef{4-@`HE>N>)MS=j} z4J$&cK??p)_6hVD2+&jc6?tx@d^IrZ6w})`_$6?-s1x7x3mMS$53tvRya0p_D=_>6 z^}h`jgk}W~f$;VJ4huCaT{C6Y^LEM=BCjS&=yOJFM7;>n2MC#mxQ{I%0X2?#kd-rnhqKO0F~+ zI1jHt@{m}bbWD(Tx!y|X5SReUZd4~hS3wEY=>nX@{k0LGp6{)Ms$2t5cPvlL_$DM6 z1G41cQW@cA&6|#7xJ&SlC~bMsWIzo37x}?XFg=7RI*FMl1QHI$dH<%`3fK>Jj)Qor zOJ$t84FrzkYVVb20R>s!Cb1rW35EsH1|$0oh~-yeMVbuuC1#u|=sVD9TYd+aA_srg z;&&u-Mg6t|o#VFU#bD%0Jay5mB-C{g9ZC!=^YGSbDg!3F0|Eh8A@J;ADNu3n$7m?= zm9T$C^_GS#TL8gUFt*?H@sW%Wn8%8dpe1&%Twu6PlX1*{OjE8E2ofmD(me<|{}PxE zWd3%{d3XaAXcidC%-&|X!Y+XIm+}4}Aix*E{V+@SH=67a;Y*>Q4@AKIx#xzAQzbv! z9wr?tTis;f`kslbx=?=@fbB^mzFNNn%nbpZ4p9U|X_3^4s}-n?$^esf4^U+;s35=L zC-;a6q;{dY(C%UePHT$+m|^f0@l*rq0T4K#h-%;hf?5dTjPytTBI`njQdd9+ebqPs zaT7qe4c~^Vw-f}2O=Jrq3=ja41sMUD{Z-fk$`y&+ae*9xJGShI-^P#%1(ZSp%9Yj% z&wpD2Zsl5mbo*GmuyXC5-z^;h21hb=P_+O_9O$&A>fstZwL!$}h|~kCWWE-5I&$O- z`j6+5y0+MW`{%--AGB^;>RB+*WQg>HM8JHJX-or7Ts!S*!JxHGSt5b zyycZHL+2G8=d7leq4_Vpv(FjEhpL}tMIBp)>Ilbw3s+rx5XLWS;X$p+cRu#w7e)ZH zMj3xPf3{imd-}m;D8g}ZID7t3YXI}rT?&8gN!3FZ6LgDy&9a$v{yaHS;vbSw{}W63YtQ(@TmX@M{;Ure zB+LQhN6&Y87*yrY*_>L2stuQZSiDI7M?2<|ul;b_aEIPMx!V5uAP~XpGVL0+=tn=` zf9;)pxeO`(vkg2VYk+-Od8G-)dPbUxs=&@kqZO z9#91B)%(wypH(>w09=-rO!EVhj-c4++O zto)apUr)f##vO9Z>y^$v>X} zDwHm>&x?eo!K&Z0+$b$ulLe0bvkhx{T{EsS9mV`uIW@3o7bH2f7|X}>&e@KG4F03H z7(|cumESf&=rS9l0mq*8^3T~XtjOpFc`sh$2+&dJTw;DqW*<-hUd7k&zUP9Z2I0|t zv<&5k|Dx!MDoSQYcE|yW#Q#uu%-Q+>OADcEt3bz#zjb8)L&t9kvcDuOHm?|w-A!qE z^2^Hc==KTQpQ-MSJWVhgr|JUQc_i~4amt5ZMYEigY2(jYQH$8Ss{D0EH6vY)i=T-= z&^3>#ajm6k)M|W~DhXLblKqoX=PSn(WPX%{MZf+P{z`(!1C&O_)sxxO{+fQwe>zpa z({am?VE*g|;RyK|Yx^_S-H@l5N@=;1KigUeJbAZ$9?ZlAr07WiuDP=a?-j70&^0 z;NQFip4KYhgZ(l@u~>Km%xp1^B26Wf22#FX+s>OeT;eT5V*;e=K(Ny(y)FC-fJGQ4 z=dK>l`^>IAr_8HMm@f=-hD|Kz4ClCy4IY@dx6udWUK}Vq9Nc+Pp-*IVzFqFcqj-e> z189LsnRGoOob$maednLa3Ln?Kdl|K_X6}~boZY=y-DSwKAs`bx>RfpBEd+n^qRNh% z9j7=+LD$AlQ9irYe9!TSIHWp<_$8wU$f(O#I+~zhYgRcT(YXw@mK493Wv%Z#1ua9M zDy?Yx=tJueIZvj%ccb)bEkjfRa3?A8^Zp_Exu49;p7{Y?6A!HEeGQ2Lk7X;sWTY%^ zIX8KIY^_Dxj@8DZfTiH`w$~#VpUUJpyX}GD4_Z!3FGI2pD%-0NS0D0f7PkNi<001c zftr53e13#mw8v5=X0EAkIx=XEGV}TID*Z>z3U?*vo=vgeEkh}cxw<+0L3z~;nZcCn za+W?}IjrWOgnD|(o{AINNn*5A-e_<4LKRK-3hk_J9%U6N>GaeE)u$!rq@)rof!w^wWDTgN_A-w8M5({Zxr38FX2jn z_3#&6v-4#R$()YOYdiF4c`#ZKt~K~UbwOpwKx2z7Th)qV$X{C>w+wCXqjZBZC}Eru z{NQo3=E?W~*&cuSXP}1MwY4|j@_3vA@YY@4T1e zTsFisNyvDz3=OikU)lb_P^q@qBFqzH3`XDxqwVN<(|wW4kOdP|^?qBB`}Y0bnsc#9 zSYiv`grFOIolm-F4kq`lX?;Y5m1ta9_%hT$QrT8Lajti^b{QG~VQY$zk_D^v_skCg zqT{7WgU7(b2Cx*|E`Psx60Gs-pEryGQF*br@cGG|qt4O2G)j3*zg+38?sxo7#LOUsa((xE5H zQO`{Ctp`EHc7JK?&;nBZ!R@0bEV^Wtp}xHygGB3lNA`yN{2Du|uKLMQkW$y$=u`az zw(*jRKTcE*g|tSTVX17+6*UY~7@q=_W*Efc<~>u#wLPbtJ6saJ={Ni++J5OSd~p2H z<{>b5l%F?6?9@Eja-cr_^ze@nRS$lJ?zyWI0fzd%S~teKl8${clf(Et89#3wj6{S4 zHAH<7tkh|J%g|qMTSf$+UB-oX@HQV1GCEnEch22#%-&orJ9%#LvC#$=M?M#tW;{1;~^n{_%M$I z%;%Es832_R1~)C~jL46SoUXa9+WmmiGCs2Ovv*KnLAo`4iZb3=GxBqazZfvdT#P=O z@~CS`^GIsaa>gZa*?mNgAvSD-ps{OZE1Pk|PV zOvJqzR^tp)d(7!zrRq>yEZ<)9@Vg|+Q!50bd#Vs*lV*DU1Tk*u%Q1Q6@u(8L34HI* z5~$L{&wcyNqWERVFDu}wuH^O#)$J8Zgi?7GHslpaO#O`3H6sU_k->wr@2G9;7g9r2 z5#0AZF@4mbb_U}W(TWI;LXB|qQ}O*{Rw5yz3&a)%ucSMngc&$f1P}Rau|=007D+dh zcEf5)m&(r;zGQBCmo1(gp&Lc+iQxLAh$ls~#f>>MR29T1#qn{<3(*;0JZf7J#?z{q z$_vs>*Kv@RdE5_H!+l-}i6Qj-C-3I-X=GKQNQ~0O1`jSx)h$W`(ifpAMyVAc0;9;` zh0Qu-s5h5K)$JW}d0?A|f;|B_SxRW;<96jXL&~iP;x!^xL`t)_R9hP|^jC^zPt;|7 zXNdTNBqx*hzgN*bl@=?vxLRFif^FjC6rT`#I9n z&+1J0LAr0epOQX&MfI4Wp&av?Qk_A*y;4GjuKW-xez18?=4mO z{G2~AiWj#CnPwm;^UX@Pj{BZ@&tWx~=_!m%7blv3Pug}DOiA}#9y<1L*i%^i5k=hm zsIS(5o`a(H{4$gkDE)+Lk;4*JUZlciWf>UT`+@x3s`yOGiwx3(^f>LuOCCI7UHu2& zP)24}xBZLRUgF*tcR0uyo78M1AGY&0ZIR}i@sTmzal5ONc2W;%=OkGfy=>_4H$D@Y zRvgm3{S??6376(q91Rb*YRfgf%h#J}m}ZU}T1sE@FPJZve`TbSu<`A|bR_w}#y+#E zWhiDD`iV(oef-w7>C!b{Xmx((89l22e@Q!#bk zJMMU&=xyw#omO>V!!9pf#~glArQK+jrVsYXNpH_k!`-)R4!D-mEY>}r$vKlqM(>p< zyHIR$#Vh%SmU@nMijzXNdKBIFAyXh#CT#iYl5F*O@BC87d#Ki`+?!gMdhlG%(-FpBm%XeN%BvlZ26Z5>Ukv8^ zU!@Fw1PdfM3D&=@c5N$y?6u!)|6;XuKK@Soh5FbSN7>B=Q|`}Rp71sQP$JnKrH>P@ z^ssH&^VD(r&gk@8teaAGxM&g2aE#-3aLx}m|IHVjRHEup|0YXr!RMNUTLY3C`_^@h zc_|-xS9C{{Yf5A^CNpBfwfc#YSBlu8It}Jp<_h{;kBk;)2=hoS6&Si5{g{b5jp~hrzEa)62W&esh&Z&+)(n}a48F@v$3a4E zbQ?YFYAM@PI}Q@2i9@Lu4AWYLp17Pt_R#gQt5Weet)tV~4AE~48M}g*%`chMWb?@5;|-)r?8Rqy+w@Yv3Pim^|Rz5iHs z=BUu|JtrpBAN0D`gf>=ZtNwIP{b34BW4>!Q%WyK>scEvreeFwZ z<4>cz#2ar;z2%Kr8;peL?MaGiK&E_2RGn>KdQr4>gKL)^t$LPSwJDx|{!IXjAnzNR zBD6{45^+AY`NW_1tRx14mLa%%bcLVA8h8Dd@E1+2;~9B4hLqLE^0wzisL4fa<)ndTsZ zz8Nz*yLQ%}_)0X#yCy)<8}t0mWb7Cbdp$UthVF7K(zPhHO52vZp~EjWP6^ghWx5RQ zf?of?s^!B%UW-h$`rJ8wBzj+$DB_jHOX)8-1H_voG8FH}4kn{)!@8>RluT!z^Pd!tk5>Rt7+?$JX}c}$>!E8ejXVEn z;m6rYoqKif!mBI%x~cqgk!t?&dmcD)a2#e#*i!l(;9r*X;Fq_B>&~DQxcD)53>W zP9q#cMrw*0x_P(A753_z12h}G(;qqsgF>Z)m|lX{|8epPEAwTeRnIYsTbV)i@#4My zUk9f2TGe2d3sdyr(>h*N!5np(YJVa;nR^3)EbUp<@%ZVdiM2NS^b#-E<=?wE=t?G| zV=mI1?6u5p!p^Y@Ms>9vvCtg9>a6?%$DjRaZHfTFo@}|gC@bM z?Ulld+c=OuxhQj|T0ypqCpCrY4;dC}tH#SS5SS`fK@4)IPQP8VHe_;EsRZn2Haw=a zlZLNAU+miG!jKMW!WswZgm6%s*H}JR$>@o6=E8YyFPPFjPcoLFCt;LbRZGvb29_bm zM^%U$FWTp)7WQu}Y%F*wC9c68@xSe>@sN_-vRV31GAr3?(Q+9gJgM+(ka*@J&zBdS zzQb!v9mOgJf9`tvaQH`d{PZ!(o|e&lMv3 z%Hvw^o#VCc;-KB0Pr|l*z6?{o}kmB z-G{7;cQuI`e}$tWw(qy-x818R26upl+2d!n{za2>)G+gin?G>qYvfN7T4vzsw=QERr41BNeq_IfWDUugO8!RRlN< ztf+5dz)f~2ItVM(jc;?{=%C=H5_*nX@hG@i5iQbX(sIECd?kzg>U^RrMhUMErh*}o z4YtB)GCIi4GKow^4Wz7o$;4boqhOs(OmAIQv7d+zSsx!&hTAB&3F$j(KY@cxFh03) zcqs^tshTaC0;@T=rwQn{Z3YSc1#LXddR_#-7U4{cvz>ENL!*1+)sT`lXc7m~P>n}A z!H2W%Mc9BPI@!sRsN=7 z)9Sg+(w}hkBv3VriirCl<*T>k^0cgiuU^{Fa!4t^sp_xWo!@%crTNEeWshEwtO%oo zM5>WLY141NAQfZ_BZ+o!TAMXMooWZb*R!(xcr`=9T|z{|h!|^Q&WY7Us!9J2}P|lR?C;vbLtX>A>)0eViQZO-=#zm`-?~^DrG9 zVzqntYA)Tq72alzQ@cXdTgej{TWhR19acDQ&COm#^I6G6-7ub7zhNiRLBV) zLU18qGV0}7h0N~^p@NJ>XBUWxadwukDoDpTAs$TFKF+~G)|C<5xCtV6s8uM3c~(EH zLZ=_Q`ZZ~Rdzu->O<9$S)10)fbVA%m7e=9a&|%VU5S7Y()ONZ^m<1Qw;O4N^t;3P) z?`ra)yE^$0tf23>8~M=znt__@x35OBH7ENQN%wtDY>oV0lj)JP=s;YCRGn@m<7M$v z_3Q6{IyI=(xt59oC+>rA8Uo)o!z6KZxlb@VBTAzVOfwRlZhlfkZRDIT$Ax9Xva{ZH5C z*Cm#I4w)`eV>|aH6{My7b-*pYdC-S^D8ai0emiyyPa1g&smAM&jW{~z7|`@6M|WKL z82`*yFJ~c@X{hI3p(c4zScfys5SvwWlF#>xhQ=*15G3k{5^BS)qVLAZgPj0vhNULz zCw{`3z0e97EVz`LxERm_8N$t)Bp!;fn}~zQtc@XInABq$3WWtJ_08HkW+kXK85vKd z6d1>G3QUX`iivT$s10T$VzPkh9@)B)gCx=g<?c7JWs20SbMZoGQPN=a@*SN77lwfg@i8ev*RZ zMG|qfJ}B_5qmvrjCkyErdpQ*+M5IC%yLJ#l@Tlh)s5pep1G1Cgv;yo}tV=Gl~ZrrE@G+vrY(BJPxNL47I}O9;I4H7Z|Ep$DHj1 zS42A^a~PJ^gjVNRtf+j!^<=kz2*?H>Zj~(2~;6Gv(^UffHG~>L+b%2W*B=&g##%-4{8JX9K(}n+pJ6#(m-IGN02Y% zzxthdkkf%;B>TvUx}EU~fMwsDk<~V9U48E8rUYm60_Mhb&8H~7O9fEdUrz>;PMV)I z?muPfAbQv6&W-*0+=av<>YSUymbWF?Mel@&ygp@WtARlp4gJ2M$N^_JwrEIJ&p6H2 zBefJBs;n@WxOmh=F+nAh?Zvu#=?ey}o}nr2-k!kCXom`t$SBww=g@+f^;8rCo1<7NwF$}tXx*dYtZzZG80Vu(&PmU0Q$Do7os5K#0WKu%~q@jbhnr1bWBIMLlQf;Xg5?D=f zrbry&U3Oe?gv~B6z3Lf@PGr;?qAf`I3?cz@T2E@jXAUxD)w{GTj7z0B9yMwk2f{#1 zcJqYLK?FZz7W_Lp$ePynlBE}j)=SFp$#8*&(=nCE6J06dR+hy@(T3X6xyX2hKFTbX|t-_j0SQ?Hf~QdWn3v z^~$=0nwoW1j?A4yd7s4hr%d(2(~QdlKd<_E4BZ|ce_)He%0-4MdQknzbTc)p-C^kV zj~biT9RJ3}o&esY>vsQw%jIca`F_*)XFNN$w7v*B>3m&*S)nO)c8w0H<>^Lwu-i@} zqd=COHK0Ogk>J}9$b{|?Rid;xkPI_tL*LLr#F0Gmhh2)0yJQ;`jF4aw?SW(-_bfxC zk9ssx(QQ{N0>vsEb5#pOOAiuk^wViv7@9n==?z!rQ7J+Ri@8q5PBScV$V!IDx5ANk z*V#lWMm{3}^OZ>5y~Zc`#dRD)sijmT3z-|zPKETw@Mfby1RF^23;8Mf{Q}oBTMvzX z&*H#WXJkAfV(SYopo(Awr1KyW>N014<$9(-g`+rmhUH8Fs0;Ol1zGB`;%VrR)Mj~+ zEakI|6ZXp70Z=xswW6L+7dCH{KryM1L!?WD%N$ERMhOdkP6ic$iTECQEW#PacDaul z$QJKPk4B#xw{(hh5?=Iovr7Mql4JHI=w^4>NZ`^*<>EqXr1n;S`Ie`_Z~k<_%Qq(!p$~KWpj6p<>4>7ycc-Y;>~@9_BLFvAOTY#BTiMUi?MdLP?)h ze*}I0lYA?<(|&!JrryNibOO!m*eu62)4|AC<>D>*s+n~c^e!=FLv4v0Kgb;&D7n8S z5HA(xQlfZekCu{nvo) zpg0)g4G}JnBt-ByI2CHvRlmac4Ox%$+8M8i+^f_wQ8&RHG-sbJ zh>@d8Z;AsaUfm1Q82A=Da0LYR1vaSeqzrBp30CV{s?$EUTgE{P1NBI_6LApInTmoL zvxc~7_L_uJNKJ%pS-e(Q{h>WVRo=X)=r~9HINpAf-sw1a_C+F9A6$L2;3tsIc_ev; z5J&!bF$`>q!Fpqj6%j2&I@v=aF=Ra(6jVS(K`ah>f$IzQC*UH0osEP-@MiYfNGO}t zh#a)WLYi086_}|Y^)TEJ?CJ?ydVmpAs1%?o-~(-i`+9sa9K>dLn9;AN(4QU>T+5rh&Y@QYbTEOGi&I; zd~b>>f!JGRPbIO}L@Kvi7JPs{pIIEDTWoP@@$@^y=nC7eUiBu0DdP5_;)(tqb}IeH zq|+f1mu0St`yXU4Ge9RAO_>;eh(%lKsQn z!|AB*<2j(37%^qJSg>d$P{9sPe*zrpkb>)3M&C>U6(T$C!5@mCwa07AK^!>v#^jn4 zM6Md9>Y^Z{BDyn{^?@#;9N`4Dz*!P{>DE*soS@Yta0rnvNS|cTxR4QNm9+yr_9A*UxF%UkT9fZav>(3S z5+S01^r70R+6bZ5W5`nS3}J9y&1M>beVewSc}7(;w2OM$3{3)IcY|!CG3uNWsPp)ai$h0tXXffPx;pkdnr{0c(|ov2}3?*H>yZVsCsFe z4{Wa*;_FV6#f}`eD@7BnT{|jAyY?oWKc8G|Q&0bK{(7hETWxS82)SU^ypPW1o>i+u z@Ec2Rxaody*I57R%HdCW+tv38FRHpxZ4G@iP8b#Uj2_?oYJ1AAeYufimtvAmT>RSb zl5p8A}#XLqyxY5N-_Xoa)HK`u`sW2>fwQu)b8vET^8kWML5KwghqJK4+1OZF0d+VShggN!cF1d) zvhT#7;!p@cXh$XGb1Lqys23)5|5nm*zi^d{TSQb$Tw<5gJw8$ z3rj1&)K>8g~g@imDM$- zT`&m#*DUb<*RcO#mk_Xvg_RY~%E7b?#u5Vl;X=XWOz|A20(L5BM{y$dC*@bv zb1CW&eha%_=;jttLJ#elWt#TKvj027uKs^n_HV=fV^<%<3x|Q=!G$0Uv|vlm^z}48M{p{9}@QzhzZnKdu$J;iue}=_g5Kk!F(9{qp{jF#Pg7 zU43+W`-%Nn!D(v0qaVc&`ojjWg3Orw{_`b{4&(3B?S1}-mf~mqcO>K_u2CC13%`Y=+nxr6~NVh=nt(E|C>q`sCWcW-i~5#wY}>BC^cAtE=;Z{pc(#g z5r{og*|SU)@d1fvssCv49~IgAfN?}%98*y4X-Q;_pdT>23c!e|wBr;7h~@*%Sz`DV zd^=DTcUQL+C@2ra0`7f4An^}uL;r!Of2f5(e*910|IK}~ z|AZ_^=GgAE!$9e$t5+K$HImy(4T=5cnn%jMGcE;r`$_uDvys0tNva5EDOqZV=O&Dv zRe~%Dj3K}L^BDg)SMNwEllshQnPXBz?hn%}zrTOAr!Tp!s6$ow$}@Y7vek<@{}}-? ziaJD8E?opO+9+*+>7ltFb3Z?(;aacMyBDRI16la*-S61!nc74g15E13SjV$ub8P{&9o|*iEGz3>fGl253K-ff4F*kSArC5?FU(0mXe9A z5eBxu&t^jE56_NPT>|qNs23FP%71D|PA?e#TUS8V@+TnN?=59UuKp6;Ttcqf)@(zm zvyp@DPiOpEF^KfS&HMdZ5enPT%Z9xV{dOA8+| z_q%NE<~6Ioz`6~|TW5#JJ_*0QLJ>|kvZn4#sFZCK-G;dF!^U!1;guZkk3?#j8(qHf zIL*Tv;a<#l*+MmUTJogvC`-=XvR#kZi@cM&E=_KsR})`kPPsOS6^jxcdG%FSyDPS_x}!xemC=5z=fo>fFypP_N#p3U2_MKA5KVq5j}q=Gf7G%g6C2 zD_ohFF+_eg*ZdRsCrsqSm@)hbB7^r=WdiW%pB3VtxPxFn{CBXOnS}p}^;ssLKM;HT zVD%!1pws6+paA#+Y``e90I32ijxsBJEOYJo%h?ZjmSB%4GB9p zJiI1Z;4?leEZz68o>oYhG=G#3vK)m~DSD@_1n)h&4GoukLx~IOb9AR|L*!EH z!WFar@3wn0rCD!pp_dpNYB*klV1w|*ZAilS+T~ZZ-1q8+#r=)Bx1l&W_ag}kr)G{` z+J>6$f9tAM!?ES$1pEM~bLuiOFmLnly0nD8%()yHiU{t|*}4(9qP-2x9$Jh)?3Q^s zW=VaEy}bH5T|D0I9`Vyi%!K)d!ZZHJ(Vb_up(~C|(_U|#-gT5m@KlW(KXrCv;;XB` zs`tLJ$j0(*=(SFPhwSI7m2D_Ec}pl@KuAn_E{JHviXgm(+uORz9g;f*`R;IL69qdpuNNC zT($tm<^!jSp=`k&xO?Y2*U_(j#}S`)E}fNKZr^Jwr{no?vF+skPreVQg=c`vxJP?E zn!=_Omop+NB^Fnyr`C45v<!Rq23Ca_BU-y-k6w^>l#aV`@-4C zv?M}XV75qr?9wNre%^k#Xw9j6$j^vhB658yGDc;^!;WD8E8+c*@4`tAR}OuQhSW9Y zzINwMSiKSns;}X({wOz}uGqX0bK-=+Csgwe@6ENFp{|zmr|*_6*A}U{jaMPRZwBFNUauX}pDSDPE+63S-iA0E(<86i zug_$sUwGS7weoUa`NY8#S=(>2A09kxC~g#{`z+@U?SQb$51f9F<=jwtEU+RiFjS^; z^us0f>gJM1BJQCbzLla%c2Op(eTh6iqS3J%RN3Dpm?7VZp?y_%OISO2giRB!h?IwH z2~Dd-w%zZEkD}52B#$<>;`jq``7JwX7{o%*NeRY=H);PKkTmw^$u2uob(%uS6s7c! z@K;{trxuL&_N$-26WM=$ws7AKdg0;2bXLuJwojuG7kxD>vM+4d|DKtCY#p%ETP)Om zq5W9p?APeaNb=X;wK3K)bDyMmy{l`=m56;rC_G-+hCz{`McT$1i`( z93wT@nJP|TFY7RjeuWwRoKHgEX5eIT=%EmQcGkJ5sj;ZbI^9M;jRwQ!2dlqCB~;pP zLy>%#b-M-Gm9@03wSu9kj`j9sO2=|JukUgl(6enzuZZuAgS3YIaNag#r6JRv{W0^G z<=Fa1!M$Iw0*ipAj!o~(a$WcW=C=fM_+h4brknSMlJnCE(apKY#w;VtkQ|R|n=nvd z*rq;zT20A0eL?YUwfLA=XAgR4*e9U2d_R1l_Xil@z%7L7_6!wo*;PqTH{3OKJu`o#mA{Au_jT#{0^6 z1z%Iwbkn3m5aMOOrW;SoJn+b5q4fT#@*cya#l7ywlr5I`Wzd}St~9#ND$16b8ppN2 z{H6WjG*62$b_3g>RMzY1J~zs*9N7?OV7vdPQy(KBdr&22Tz^XCiEfx@gg!-o+J=kq z^P*g7RsuewVrlY2g0g4-kKpmS2fuM)5-wO*zx@-PI^(}(hX`#UVRbJ*#FR;@TaEm#r^(3o3g0?9>b7R}X6*x3g&isiGU9b$Zw<{P*vM8M^W+Wi zfBj%L`60`%Gn-h;=(*K*&c;u_Y^vru>-(Z$vw*DLQUkj(D1X*O}F1WI6|9p#O|5zM?j$q(NC^$sE67 z>dY~Jf@Uk4u&8nUhg9x}*%p~Cz%wg3xzojFX)C3{<3*&5uO{jE@aHEzLZuO*z89_> zc&P_{P9D5+Fmh_RMyeVgyVjj*j3d?@SxDaqDW)sn=vAmMb$%~5xk{Xy=3r@bQv6$s zH`~zZhnn>ZnkWl+OZ})2N!~5o9Z9LXj z+iRw8UNs0;$xT#&{C$?WYXwVnQUm9^k8Wf7j_jf;*r(P7Abe1>}5C8$5cd@fq_A zAA=xFNcr21g;2-bNyqXR<*FJQYTtRe#&r6n0~jR3*zSzsCi33U4w(-O{Lh#h^Cce} zcNQ9b(R!-4s?=#5j)a%Bia{zZ><$V+Gokedt~!=?op)_FWJL?R75$ z3HwYz_vv8y+r}=bH!ZSkpXPP!%*fNW}Q#%6Y@9Rt&p9VeJ;GvdrVxccJS3(lw3ysoy+9Y5gh_2%NigD>FUOK<6D-J|kV zrYFzMx=MUs2xP5}c}%`AsDD21fq!1?tYw^Jn5(P(d99aoPW(brjklv08zZwFdcV=D zY7WtJJN7?SuaSx5e$P;I>$|#ic#g%|%Srx)!L*T+aRg6jdDs35In{YJPydK$n#H?v zB!^7y%{-Ov{z^@e)C|tWP1FTCv`K-FiBaLZrA_Dq>yB?P$%aRs_?^dEzbHo4pE5%o z_{k?J5QycBD2QF}t~TZ@Oo}fgNoOsh114=%aY$Idd71KHm|ft9wAs!f>`pT^tLMkR zNG80fiQbsCcdEML?kL`&`Nk-08%lNx>yCC9`ur(G{ROo}Fp;m-PP=v+%H68m-`eco zdT3ExSVZq9%A%8zVSDbaA%_uT_#O$f>7?yywWu!CcK&vtFAE^b|6tJ13KSoT-@C0g3RM$EO{P# z>9yEm=n4C{`z1dvd?MnLShA9!ev_>7yU0OSrz>Nz3BJ&yG|O?8AN3rD3W@O%WzUM@ zf3mu_1q8?%?MW$1X!7s;en=bk14jGS#a0l#5FA4EMkD z5a*7)BlL?DI9L`~lh<7wU%DO<3Z1!qjP#r5t@B>FSz+oA)>(ORDGmMcmzP7z38?Sa z#>9_nUoMgB%{^bEw?i*YnzvY1c7I)Wu!wdbJ~MA}W2w7cGW&m`gT4Z9J8N`JrR? zL+xVQgEQTzz>uB%ByDe#H}RDQE19l0g?3fasr>9yJJ&vHyi|A^L$;bz3|#J!^6o2? zk#m+GXk7Vr?%a)D_~6&umW#nxH!iK#RCiuDe%>u=;dUV+jxt8p^LOMfI_s|`-@svZ5&bu*Qy zp>)U?t6#TNH+IL+b=_&R@&30R_G;!=xE6f!mP2(tc0MY|yyqI)HyQ=q35bcz>AB$fe6 zoEvzv>0;^5u<6F~WawC$K^i_fX1g>+$W|zbPQcp;sMdZkBEb@ku6f=MUi+Z7M(dq? z68v`SXU6>`db|+g$xae9`e7?`=#|cLS`krdii2Ywtoqm6w93xToOgR5nAYT&2yNK< z^?x>})t%EouX+WIR;V~dLiS^3zHZiq6M`vPxCb1qWSDzoXW517w7KJ$_DTmC;X}L; zPW#UCq(#Wr)UfL*3gU2_tUJs<3MXHEoBZ)>LdR8GO}p zJWcb%PagTSs6EPRoVoGdPF2+M;m~v8_JKP`lx}XcHF!pi}W)PkZa16K3w0&U`mg`w;7nTM&z=^}z zbP0z7k|f#2afz&jiEyxP?M>*~hGJZ99C{fQWnB{bLu^JiX*gXp zvT7_DIiDmhE|)jC>R$e)l*7=|0|kE)y-_Ol^G?OPu6~;@ZEv+Bg~$)l6|H&dbiCB! z{(&ve?tmjdhkDO0pQPSi#0)u~eEKB)`D%AXM;Di3(K-7`w{W@xUEJW-b+=iW4^6{i z+||PI`N>N@Wiyugs#4^DnJ~wiBR}5@fqj5m$UZ$*%@e1l7mFqB$)_p@-;K)PFEtIh z_3Kjnp0__vR(+o$CGgghU|!xz<(qr>lTFmrBOmnj^M|w>Bu=KDT-ov_Ke!lL=%vdL z;Ta5JT@P@Q|2Qzy);Rb}V_+LnsgR*d$Q1~dY(q8!QMjwUImS8;F-b9R@}wX8`?ln| zRP(l7{3MkngDNenmxDzsvuitVsPr1ds=-`u*6oG|K)H2YaK%~nYEg}tkJ8DQGUE-u zkaLuGPjI8~7LJUXc?ym?eNw-_(&9YhzKwcOlGnZ9=%&=z&z;?Ns3>N4c{fMfINdp;@Gg92b(A2`%F&+NMcBMf?9n==oz$NgX$38Ot0S4RhIMDm zpO$zhMx2q&H3!?n3}f%()kgQEE?@0sOE}Ph(s5IZ*wd@1m%7U+Fo~S8N4mM8z5>_h z9~tVrCgIE@T_#@cB_Qr%flXDE?YO4Fvb5Hf88*CBr_6*+1*@1pRD?rwyNLcT# zq~uY%a6ZU{Y=wjo+m(s!nntN_2t8_vXRikb##T6W&KG@MiIYC6PD$}z86cT|(>Yqb zmi$$>7mrXR-QM(#^LB4){-v50?B&s0(Nf6pip@Bwu3=xc&t$=iBsxp0D;)nC*9%Q? zpJ+_y_c4R?xLs`U7HqWPM9*$4M608)B$6R;v|2#gDMR<8QJdQ#XR;wD9K>tkJKJim}+%6+b-+kw%+?u2P4xIu}8!_?qHU)_RX=RW2bXlli`E1R#1k>^EmC4S>k08ew>V(awQ!EXPG zo;WM@`wg7DI&B`S@WU}*sQp&Y9z^G#&y;PgnGMtx4jDy$lX6U*t#88#6!N16)PjGH zz7x-u5^CwIi#V$Apk6|HG_`JPo;LytT>U5@LoMx)cHK-qJn})xzZ$glEMV`$tZm=# zeDUCINBD+rPB?7^9r|1!IDfEP3Y_3+7VV7>YB^PX=|;+w;mC%{`SUEYxnu-*S1C3p~GyWJC&P4Kij*9 zZL#)r?bYf?Q+TP6T^*L59qH!SP*}3#&Yf{-OsK)u-U`M1x%VEDqA#awHaJ|)G#?)q zGC($6loZ%9&VZV&r!RaJJXZ9jBVc0XQ1?pF;c7_d0=tQSWZ4;<$3?GT**%BXDT_s% zcMdkMCN4{nu};yAX+~V~xJBb_h~{>q@k7V=;~a;j1Gj7mnU>^p2WhVQEoNZt$NgS> zKCN|KE!3+6LzB3E17<#AZKiMy<6?7}F-(SR3*rj0K_jnAc6iyFN0`TQkzHI|un4^Q z2$l`uo`!%@=pJ9=kua^VX$a7;K<-5ReBWHF=IUMiP|@ zLfl*An4{=TT8V{qv3N#St`g2Ip?~EU&M21iLE;E{W{iem7pxiV>q`>{wd0c)44=Q|0`IFA|%qWvXss|H7z zrZf(vw}{C`Dv$)hx?em@lC)lBj1s&V!1VauYhCc-!cm4-x&WumWlZi+v!knP#1c_7O&5D)#Sd!7T8IW%7fmO#)=};QR#UP{*PArlM%dl~f zrwirKe$KtN+PvD;7^Rdt584XxZKCE5j$lcfm4dF*~1 zHASixS&D+jIt}0|Ue*PwdDZ9N=&6NC+g#f3JdY?XX-|5}@sdxyye!;1N@@@};=@uF zc^>^~{aDJ*q^_h6j8qq^b;+s6&%4&f!Ezb)h9uC3`Soh+1=@|6e05i4D!Z{bf4~|z z;bhOGbs*|XE`{Gr;Z0r{juMG~s6=#I^^4yCHw-3&E_Y_sXOh0{jB6Q-)H$T|`#U2) z^sBfzR``*{1`gvAJtdKyqhNjM(kQC~um$a=cG0J#L9QQt(>y;KzM4_V_Pux;I(+KH zNvK?B`T`|M0Wz&;74(_BQuIp^KHY8@Lr$lhuiRtrqGRC>uGP#~xKF%JM&HZhz-OFC zdv>2nU{AegWkM$fsiQAaf*^xrliqt^O<=atwqvOzZob_J2bhIVBsV@fD+}~<9AvkB z%aMv1KBp!U$}~me$I_x~J6}k?&|f3KhRLQ`p0kV8mO}WC;d{xy?AR08-?y`JI}q2p z;5eNg^wV}j1mICba9|-g7HYqn(_L2+TH|#Z zq}C2!<@Yf~r+9XO)u~K3l_W~mL?PQ*SWsHl;7A3fUqo<^x@D$;Y!HFzSX+{juwJjs zuL+GLsenF`eVH<`IdA_M*@oeu)mtk87DFt56AdxYjpe6oEEMJt`+s5i8>GS*yz7n? z4Un=)3e2?br_qgN@B9T zQWT5OdAdY+&=qUd(p~LT?R?pb{ursTjAfU-AL@5eTwevpUZH@4)FW>cE0x3JAZ239 zBDLT)iB9lJCGp~M;D|>Zk@7UpG{ddOlB$kv8pUTM1p9#0^OpWGi0@7sV6YtfTy*z! zbWS*%nUI*CQO_-Ooi^AU9b$dTo*s7F0Hx@?QkFPTc15>uT1N9XwQfh zivBcD!+?B_*e(KFrL}8HxFuL&4al*tDkV3IVPlEw1XXq#NIH|=8*+{-R5>9sbgEsY z5NEkj61?7HxZcH@@2^KyRE{}Ic7c4vrg20HqK=D7GdAeC0M>b*+5|Vpnkn;fQ&!%b z6zFUC#3gAnD7uUBZOs8f`RF4uNy~W$O8f)yzZMYJlCdoTmI=OImNPyBYu*0bC@$(i zxEW+{hh#Zz5#k6VQpZ1}CSE1G*f*y0m>~i!PMHbsPSV^zCe9LHMjs|A(n>`7yp0ZS zLj+Bg1E&LGZ@vkeJ{hpsWaX|p9Pb-ci^u%7TO>%T1m;v-M*4nx2tT z+~P?L4LZDfBhX3;{J24TP)v8l_|bUo!&Stfmgz7jxL3%X#5RX8X2d#$wQ4wW6{Np3 z+fVc?P(=gfS7p7|$)c+cY>s9JL(b{>I=HTX-ax^WiOLx|<|cG#syo?s{A&s~bo?^@ z>SeD)us7!)PFMwp<+f&;B1mp~mJ`0? zILdUhLH9RUCjV`XF`SI%1e z_L;;A7B{(ES}HmGA*4|uBHWoA@FdG1FF_55WtCtxZ9%v{;4$xz9!c07mt`cnq^jQ< zdYwaC+eAJRUURgH?t1@FL6Cnk>3O$9Qf`^tb-t*$Cd?O3%Yym~`NzZX^fjldb)?(w z?B~XIT4aJBVxvTL8>-z8wpCCOoiSxnd8R!&EZHvx&Z?RdK5yP9it5w{-7f4d~_YS)YjztT!b+>w}QdR=zYlvOI_W){2rc%BtOXHXNEYp;U!zLf~ zkL54L!sbYryE+|d{^zxp;fWzqWHig(%9_BKn9i3d@XHZ(x><7EfS|we#BuY)?_bi_ zDnQPmVZ$9ZLtpi_p|1fO*NLvWO1ZjH?2RFd%S~>M#DZ^DayNXw1a##j+#V<9Cyl*|Qq^n(u~JNPFgrpO~ZF zJac_>i7d8xyjSwzYmTfv9Q?cd-{kWKT9Wk(z9~Lw{v6_E@*vQ5ESGHK01uqBPQszI zEZBylEn5~S>``RoSaOCoQSem^;$CN%4weVZB0~qH{JN5CH8n>spaLhz$J%W;f1Bf@ zaeV<}u?{SLv<9S$n*%(O+pXK0%(@%x72V_uLqG%xl>@B#A!1Yrc)QUjN^F_dsA5)? z-OR%?KkyK-sx}@=n*ElPTZ=lvz2NllkroXOxN*t%q|*km-L6{FtvZ>j(>;s(MAbW((`hqBHYcoD z9`_fYF|Pfijq8E2)5g9|FR~H$TS#^hKZ@VY@8eUNgv z!-`3G*s2yEP9jIeitHxGr$&`{9<`9%fer}VIL9VeHPCQn1!tJ{jePYEN$rv#(r_lt zUs~8we2t-W_`CK;L%VS>rZ+|#EQ;8b`w52y5x?KZN1-xtPwGq z43xuo$z$vB^5cW(SHw6wU`^z!)Ge>lcskx+jVE!RtOCoC@sx=LnrL#2%7fw}MeaP_ zFehI&Q5MFRj*4qXb)$Yjm~0%Q`3<`{=I~x&bujK*?EfQ`3z%Gel%L3g+Jkb2*LR4M)@kG-w1`uu(Eh z=ngDo6eP+YaS}gof{=#yY?(t#L#cfES&K7(E&~ zrOxDfY@E*+cF<7c-51m@9d{4K(>=t0BUpBG}zH>DWZA3cyB6d7}5_nh1WB&dIAwC=2 z<=vxR%POlmt`#@Bg&qmqk=5XPduw&jDc)8ZxG1RR?elknGL|Zi)!8e=gz&v?b@y1ZZhnnopcGcV!VH^^DEdI?qMhd5AIHh1l5AjYyn^;eU+q@w4Ql#)`@6sAe!;X?;bSYfG!un&ohkq=}W zQ!;Q7iWdoz4LR8t>!4$g-AO}&+{0?1w5*T~4s250xbPo>bbO9}0f`$)L6A^^mW&h! zn02m;4Z%TcK*Hr*c!`-DHzy7401q%TAVWT5$uw}X-zOOty)>Qi12mBl^QE87AIQR|CBsLgq-4Tz^Q^voNl0EU2B7UpR0 zuhF?K?t)}1eOjIek=B4XvL8=&(Zaq?Mm#Mb?MMa7SOFPD!e^j}FfB6#K;ZF|uPINd z@|JlHe7itzO#{!yNIrT6Q3FByjCxAwB(QB{HfOs)la2F15k(3ltXxne7DF)Y( zMi8S5nu#yczz*eH1ie-QMT8pU0a97u*489|;4v~Xk0lK~Ko}-Tn}M6Y5Gx&98sI0k zM5Sav2_>`%Tg1}_L$2FoH-b01mLVNOLExD=f#rsNnFF)n6&9fx`i(biE|zLrh| z?=r0p1XKqHdOUfhE-mX=hr^^DWG(AxESDL=i?kyi<)cZ2QSo*Y7M2Tz@IX@<9POTd zt$>Ua1A9Qc1#1D>zDxv0q|gv`C?a5G<$@GUrxo0ZBC|>VU?=aF2Is(N`gLVwK|G4& zfI{ZqbiN(Kz5ZBjtq|CL_rz#?R6-5{T*w#P-6K^X0lzf_Q{oH!O04{ij& z4_pMN7-N|=_*|<4(&p%UAiYiK1VR_gOq_y-@Ydj-lgn(+kmVm+g@#iC`pB@c^yp-} zi4S+;>DM80h>J~_1KXctwQfK}0GKfoqvo*{ByzhzXW&*G2%!u-0{|NhDuf+XIf^Tm zZ0FM(h%JvVaRsn02~pbu#owQFit9MEM5zH#L6uI02M(Xyyrye)4fHar0|o`DloA z8cR0GpGKwS!4b81GdW(onL4x!Kuuno$TTEle?VVakW>VE0h%;ZN06+L6yP#4vLNa@ zo3f8jAqkEnQrSto-B}kw31xeuk4OOrBYf!VS!TPmxNut5renaFEU}Ja1Omg0#O-3` z0%>7~@1*_C+do4^<1JX?0ao}IY9;&-yvZ3>=j_YiXi_keN^95R45d!mp$8mbW(Y@! z#(sy4-GiugB<67hm?`@NSeznT9Z$J|U?U~l4rjrrs&>P?!)bC1_f%5NNrDiW4;;tT h0F1-X-+U;O*5C}aVIR66>IO(OB+Lg1uCcd2|1S<2tIGfY literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_2.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..321058d7288b4ac5d70a1d7df1ee48927a9184e7 GIT binary patch literal 14354 zcmbVz2|QGP*zXzpk|m9O&o-lsFhpcfLv}NkA|gsN%Dxn0Mp7DESt5JJSdv6`$&xK) z-?C<3Lb8;dd({8`-uu3vdq4NRcYHW!&Ut>%?^(Xj_xGH|;n%})fL%{pR~vvp00091 z0EffC1%QE$j-HN|fu5e8k&%Jv7?kB0GxITCjuUK9K|Wz2K|TQi5pjf+$jQ@U0s^qJ z@Y84HkVvGkl*)N!c{PLrQvOH@gprZ)81pe678V|PQ2|l;|L4zPEpVIxqCrKZhMWYb zjzg%ALk=4NVbD%m$e$1J&j&(9O+!mZ&%nsU3<{L615^-dYAPCPT3Q+!P&xoS56~Q^ z!-May~hJaCN6FsUOov)DHvQDsi<^TS>@b? zi)d|~OS*cdX66=`uUJ|++_>p@3x{{|^z!z(d(YP|_+iMS$DvP1(J`@c&*KwbBxaB^ zDOuS$xvz@e6_=Ejl~+{Oe{5)MYHs<|+TGLJ*FW%eaA;z3YIe~9ouiu+n z+dD^oK>+H%Zh?RQI`&`uIu80pMMFbPLx1EKgz7H%OMRS%R#c9TLlZ-P-TlN#`5*?U z*0Yy|b&O&P*q@yC9$ida;>Zb!)g#ybc=q3O?7{z+XaC{Y|MY7JI7STtlSh3VKmm*H z+R`?~&ILwusc4cM)|u?gO?4VWig)J6l^=H|b4m^=b-9T(N*)QNGn96fW)5o)0Z~x< z|FTVT`p*K+{7!~PBYyuo;=gs^ua54?zsmp95dG4GAqrIcXCBZr${%O`%u|J6b>7aKpl!C5MuZLdp)hU|1Rh23e*!$;r9cIb-|+D4{fD zSZoa{aLxrI92Uenq|`f%8%EbY22J~4gp|76*_ShiO+mffRD#9-7ipW~A2j^9VN-BQ zZYmZ~8gv-c-Ku0Z3>yS>-{g0SEXhN}F*#$z*OZQ*uQv3&DK55vSg&WDzefGOS;eHLTr=pizYln=bt|rb^m5whC6x?o1gpy+Z-52?nhR zD82)RqbQ;T9Efof9n@}3yU7m}29F|W_~AZgyGKq0-$eWup^K`p z!N0Qz#@@*-#V-9(8K=~0bEE*flv|1^I*Ni#iPF(5CqV=x9nAuQ-P!QZEMN+<2DOI} zv@%B##yY?Lf#CuZQiU5f8b^bDPW}!77K-Q0zcF)~NPoJDoq9CT7S$E$dkMm7lEV`pmD(hq$jz^*?cm zroDKPM`qEw)h~rh*ptBX3?pW4@|C(kdC`(Zy0xHEu{Al|BIYAAS=GTKV&8wqT)9Ew z?FmTGih28kX4~--m!}5OqiS0_*x;1xKJc%BubmM2;Z+KNTQa|KNyyiE@-xaALvOD$uAqf8Y@R54Qf* z6`EZXbMp#_veucn-~WN?Kgb0~erQ#zEIh&@(}4}YbkmW|r@$frmOgs_=WVOy8Jcf^P9Uit2a}_l!@8{Cmc?{`pP`7uxR}) zbkEY=+hsLxTkd$ov(y^XZyRqeOji$0$C;}!wR$@j7UKzWJ>OGdA9|2*rd4m-=bW-GGW&2l7e6Tbd&4M16}$8vDB|>76NTQ?qo!FiU!}m%KiwL zo=kr}CYz|_ChuWxs4wx6rS7-`jh!@1xHTu2Vb+pS&8>U|{q?h|i7ZW&-xG&OyvE$4 zWejpf+`(;pE}O!2Mt3%TA$2S(?r8*fX;^A{pDAszOqu6%q2Mg1$;Njy(O(ok(Ko_U+9yf#$h4 z3a(F&pv6wN+!f26=Id9yb8$S=-#A`>W*`OCAZUI=d-r@fQ~6D4x8{L2Xzv4oRdiG+ zdsABFd-TXpxqY)u&eu+j^WlO@5l7j|KT7Idk$>|2!G@cvEM6zx;(nzqA}r|YXAlq9 zY=r(jdX#ho?Z3mkteK8-Z({`_WFACBjgwks35c66w^K(-Z-awD_zZ&D{v8+pIZyo` zZTd5PX^41Gz{w@NV`9p zK@1{VRfvCWPVKFN%~Gp6^Phhe5PJt?RyuGw+J*c4XMo?y<3ECR0l0=Z9C0%zSR$|Q z9M#l^RweU@BcNXf5&XAAc431SN|+-*mO%f(l>yY{>viXEW&Blv0L#V|5fOLmric2; zRWGH$o0MQi#5rX8jOoI6LYzTX#+#-Xhds?noL74PPuTNCp2fA7n}-0?dW!bJ{Z{rFOb>$>6>>*hV%tcuI7@Koj4`zLxVM`)N&`}MRuB^p!ZDm7OK1YNix z6kw>))xc^Q)lG>nIGKJwtviwva|pA6{^Jp|V?tkF+K-02|H|zjdBie;?Q)^g zej~BnA?T^s!!>b_`i-;+MaL<;uENb&sMix6(skmJet02uiBVC}w9BWg{Gwap$@@+h zBcRFCvynF#UtUnnnhN*I*=u_-T7_R?G0=MomE~l7@`*>lzjL`$Fw_bo#*!P=EEy`9 zI5vZjxq-_LpAj@-K)!x?wE%fW>M70u;Wzj2{#Dj$j-gR|L0#@yqX#CaCxrUS0>lTx zBg^!Ab5B}ZBPuM7n4XRB{gS2M8j>+W7WR(XSM!+1MRM8xbe$XSt`xP{QDCeeA{QKS zS4X^lQE|nKt4G*sI$E=t#%yHcEtHPdaf>7H6&A(+2SXn1)f^Ro66OePN5DJcR25=D zQAHHT*09mf#B>|m>7 z>P%_0J@Z--l@m`r=}^smPAfl@X`**BuuS=CL_Ixh>8=a;?R#Y>Hx1-MSX zYM_23LPe+J)Km5I;lOL5+bv&$g2qmojQA7TjQ#w+s^CZFVpfVRmn- zU9FK+g{R!YbBX3#A%4R_XQjDj4SWqRt)G-D@+t+jntRJUsqq2~~Il1rEP zk+)aY=)8^ZKCD;fc*NAcCIg-7yJ&h2>fXt;Lx6F4J|OcNE8{0u146{5QV}J?z8?3^ zR;P<4=FVexmX~hcA)Gs1-;yWWz&uYL@u1!8X;XZujeEy( ztYkHA!cOVC*!i})sb4uY6RPFw2DYnbMgY|6n*Y9WiL+yPmm?of+f=TFrqJ$M!>zEG z=0&V9pLNJF*7U)Ra<#ycyhH_b0`5jx_}slD_ZsPY(k{kEsU?X!eWca>7or_@Q+u~_ z+jujl0-9fbLFC`K?AA?DuWKTt!lEpCW<0X>60VoVRNNaE3Uu{bSl3TfF~NCq*v_}U zOstE%Bp6_H9{DfHlZ`{k7p-%GOmprSn;~6o>^5_g6d3o;9j@6GoV?huz7jy757d=Nbsu;el8b{OZo&+9T?7$IR#$9cRTHV zBw_WtZ883K+SYTW^9h6qmG`<%z;S%MacYwUW+(B1p`U$ibEek&8^uv+)5RXd&EDdK zQB3iI{3wG+hRf%6aP3w5h6C^DosTU{$S+IV z5YbXhnh}XD+s`_O^;wA_r`fwJMu1K8sZPQ-vx%JfmuCY==G42Nqh|Y>bOTCNfOq8* zfoor82&>)N1ST>fTkVFgMd6J#Ju&xRtzE5;9X=Rd){J?Ehx0aRO$R=TE3sv3lJ75i z6?tHJ2=J{B^sUS=7%0%0MstU_e&pSEN{(`e->;vr-Z+&Uz({jY?D3|~p_?uA{TU+f z$>*remwwk*Q4hb4=cVo5=$l;=f2ZQ>kTUYiaXPL0#dN9MwEi~XS56VLPz;E2sfQN; zG0)TkQ?tB+E#1f2eSGg*G^O@_Cas|+bYi4#`_^2p)DumC)?V%X**f|6 z3}%8G%73*K$lmraJp~$+45N_w=Q}<`z{$H z+)fcX75dh8**`or?E_)8fWZqM(egR<#kJy%s?@Wr(H!5aI1}iGJ_L(J)rUQnK0kQh zlsOquBIy~mwR3&n>E5r|glAlN3eN_ddxRISaSOfkK0c{4;ii6P{rlZpYdm?2lXxH5 zM71XBWWj9I8y)JNd~Q}V|I5EA1GZ&0hrl+Shw|IM3zYNaI<=%ToEil&O!(<_4ztA0&8%W#SJ_MS` z0Y;bYja~+_mGqLg6%}rkNY>56X5zi5+bL4}G>U9{O!0>RDeFVJjb1fKU)oGbFD{84 z>||{_?2^|q*W!1B*C?OV=jjgtC*?yR;Su=|2r?zCnh|cF5nf~Ot@$bGdLT`flilQs z`DD92TY}(JO&34-irP5dO90QUW*&TP-fQrd-D6Aw=gA2dJMd*|e_D^43*Gzf>$Dws zQtDv%5Xgyq3F-x@EkbxW?H5Nc>gP$@)mKfBLqLsw4wFE?w|h_`JB;||$sA88Lw%RX zA&eW;OlkBt5vKp{@0s61N~2~*dJP2}4z38dzVkkX_!eqCXmi&o#765Uq?XE8c^^+G z>)5ApC9LeFORIGPZ&guGL0JFK!Go?|g+str9<*BRUJ$YQcgV{Ae$3wO=U;5U z?Zftu@S|sIojXV`*GH(=Is`V@--9?RI6xBWFMj*?i{j_&s1LAuLWic#z%5X;_YnAB z&i)tCy_#>rDKN3!kL%>ccT11Ipmv!J#DpEE4l2)Xbyl(_RLj(?i4h`jUDxuTS;Z~i zk+~Dbf3MUsf~xF)Bkt(^H00)Z*vA_Lm`s5Hb>)v z1)srnS+S1v={{by>)FAf&n*M$$FYKuVMxdFh5J_trzU%h(e%peQObhG7?YH%wiPst zC!d@XkV1t(9Ln0{^+Pl0zr>voynBYT{)-}fl%;L|bMCnGguHRK`h%Bz&P6HjK8h8p zY^SaMN_fXxr zZTXfL){+Zd*i6m^__=FbS-7z(nLfByJRL4vHCrLINK}ubT1+fRj1VuBe)L%+bnl~D z_`n(ODY;X4SMfKHTK85}K5IV&jG&&|q|1Vl8(S$c669c<@=VKt zeV*}Df*rjV%vf3Imeu;g%~A`M#K}4OaC=3uUs4-6fnQs62FD+rR$6*E@-6AsMkBXi z|k!L-%!3=n(nj7_}c-nznZw=m!e6F0-9}XHYl$Z2EeW zWf`9x^bMElz*fA7#|cA=YmJn;y|;Lsh6=(wSK21nYON~Px$8I~xKvlREU||`rwnQZ ztoljZArKNTyHC{vGDg~gWVt}MW7yjw)k9#*GMdmSL--?vM@=~D59=B49uT$?$AdmK zqvDj$`~rJWX0d8;d;*AACfhxRLtyDhvSyzuHsBWc<#zChLij;!j+wG->)caV)mux! z-TOLEMQ-+tyFhBoKM6k?3cs(P_90$){{S^%ZT6)MxIbwP=y8ct-4xH8r^W1IYjiYw2WppN8oiMM+70mU*>Nb7 zd&pnq5m_7tuV0^m4lhT!sE*5`DBR3KrD{e-gf6HuJF@C zK)qy+eH0Z}Du@wpQ6*PJxuApyDK=%jvu`zIPm41^h2>AnuQwUH_NO#Dl!i5II$dom zd(taF_1bJ>PGu#TRL%Az-};$2HcK`9xV6E#Hp`b_m1Xji7u z(;lOzk1S@`FoI2%^WR>!puh0@iBIGuL`UlRrc=82b$zm38lFx`No&q6pzE70n<+e; zUp`J|$vrMFJRVV@dh?TjpM7ym1D}7uwv|}&{qF=Y7<~80Lcgx@@9J)mW~J1Fnw*;O zqanf0lHZ)Htb1nd-`3YGk+j10yReQVl?M%y;;34bH2#6u9`#xt)DH9Gm!^H$;B{0j zT)mlXlh(49jH7%uetRYFHw;yE>5jTKRi_u_4gFD~h(r3#bow?f@7FlufDMy!O&!S&IQD%mS0I%AR=Vg?>d-iH%Q*2^_>)`>0kr zv_T1h7i~8an8t-{oEB&be6-$<=iLx)eIb-2o~=ZcCo90JU9L zMI*!8wiT|?=pfY)Cc;Za`DS8XEPvqQbr00Ji0KIJHSR7VCj8hA33w8j=LWU@Zlv#n z`6e($xv(EcSAQeb(suN*ZSx-fM(?r-yPKv!h-O;*EB!aMH9ivbJlmo4!g@fL&AB>p zh{pC~+Q=U|6OC7Pk)jNialRb_4ttXomWrF++xAQiJ_2m*8RmViDJh~JyqdJ_bSm@4 zf(zECy^3tK-VAz8J)n-+d-Zy!F`37lHk5}~xzWyg@H4~y{(h;knI)shE)mW#Wf-(p ziZ#+4|BRpuBzkUjmoMSYhO+w9@gnZoRD1&a89fIUqwnXJ@|;Zn(jkd>BF4??#MJE^4oxZn_WND<(hA_nQ2yuvbsjaKw2VOr;vDFR9x$(bbVlN;R zaN-dzV$#_3f}>*=uHbOC#yiZ`_|HI*r^9g4U)hO@#iA>g=TbTC%JydwP5F zqCIf>1^sH%Z424s`a!c7_z!{duVAx1JN;an<%`5+;kAahD9yyMrK*ufBw7LXdRF5c zwT)~$Rq<7pmm-&w zpTLfLYA@v5sl0G9olyF0O5(Wbw8)dVdo3bQbry^w4*|2#XM%eXpY5plsilPP34P6^ z_f1r=j;je>;Z%@{myg_aBN$2V1xh`pZVws=+B726hXqyZC$>g4@ZCw~CqC|~vh*LEqQIDc9=c z1%u_pX-})5v~DN#4&7dCzJ2rANo9x`JH0S5lio(D(7{FBw_>9Sm2#_Na#>w0sNxXl zD7_sQd@-ig{AsC<=`&*+NwH|=Xx20LI%Z+Kg=ZsTlplasdQ`&ueiSLvFWyK|6Z*Fu z8#x2U3=?7jMczy=6?XD%B8O%qE#xmj5sa;ez`UyaRwtcj$LrCzh_;^GoVK{7Hy@lo z6BV9C`}H@t=?h#n{K)D-MT^@m zL8Iq(hMGENYeUh6fZ!=pp-y&bm)lM@4O=>`-8aSHVH5~nz7%M1avO)lcwR-fEX-_V zhbgw&V9IeYy-;I zvuq%>Cd9MyQMOO?^*Kk#dPppw(KnIC}#6$&~-1XX{!=WSIobeamA2d^%`&J+zn-#!21WWZ&Z(u++J&8 z9ps7G?_*L8RHPcQy(Ta`TsX&1l!26G!v=BOSEfM7weNPc&70u1<+5`C61l|=sHE|Sl8g+>ux5U&*ac>;5C!piQ`6!H!_B&x-zj5rkA%C^ zaWXFARAUbOC%P|w4PG5FG@bhZ$GzphV9V!F zeA~ON#5|m2njq!%n?88UA~{f0z9639DzLf}0z}>SIxr(vyXFsmX%#5Gm^LL4XkRK* zKcXcB7xSLVR&3u-LVv(a8#!k-k9tORs0r8hn&Qs>j+(V<5$=2m0|`uhxbBx9EVX)W|H|t>kb2UwbMbV<_s3#u%R4>g zR|d_(Z}9t;uf%~w80XwoFKS&g=A!jfojA9yi2Y_>Tu%Qvg-zHiCG)@=e=BUM^Gi#s zxXD*~<(4*vi=SMgU&_A}m=>d*65OKT%+{MHoA;!JmBfmJlYh4xs(LD47ix~;k-p-+ ziQ0GaVUM`;MBKS7W`NgqT6xduL-Z9`L(bQgS5vZT5mkp>98TXZ?A8gDddDcJM(ld#PPJ|-YK(@2H!#0O&*c^ z6??3ZS8Z-$5~5~iVj@wtZgLvXr_0J$Zfen^%H7x&j5t2H(bR0t8vo4G`fWl~aB-Qw z!S*@vdUD|>>qDS6hf2!Q?e&Uu!8K9Ow45PBnAvsM@ru#GxCdo($$@6C*Vuh>u>QXq zFU~G#Tt9vP*v%kdU)y~LOI2Gst2pv1(@tBL{^!D8ZifqWJV$utEZBh-eZxE&)oN3d z666$^`Z<}4da^v=LCKR74dM}?n8@eJs zDG@2URH2xp*wVVSGPfJx#zzZU-6b5*G`Wrn9JHr3eDmrW+0 z2QepFciVLZYkXYP5qc1h?+}Y}Vi1}no(R&{%dL7zcI_vgSS1TRJn$;dc*?SeYgC2W z^*|CbVspuK#1kbF;G;=HK#3FxzFkD^u21rT)n$w;MfNV4=#;0^&BoC8r$qT_cDUgn zax3~IYx6KzqVC#B1oRe!c;KxN9d4Z<;dA-Msm(_yKAUi;V18s%neFDZZ*Dj%H9O&% zqTYu7y1c-J9^81KdD}5#)tQnox5AV(v}B@LYM%sEWhftauYEEX=~^uC=!_Ab3bLqo zWfxO5VnVHV08MfqIq;Uc7W>c?LKdsoTafqsgi28r+BlvDa#pu61@Wz5PDcX`NC-Go z!xlQ!H$aQoztt=JnoO#wtJ7fXrwCyBi6_VWqx$3B&%ZKY(=)(QsT<0EQSDjPghGU_ z_Qy-6=o-+p$w2Li?0tEL+TU9aX0^Cgq;2rzQ7s#k zvOZboT1Hh);rfxF?Tvi#0dk_O^je<{o6Uz0?>niluX1o+`}_|8HzqgoKg>{*ibPcG`&Gj@|UYK40Yd>!A z`&OSE(ypcq~5ZGw1z#k9cD4a4{vQ2&>ai({ek&E~MKUe$I}~PHu7E zVI}DKb}u_e?U)Tf{Er{Uq~&Io56HeT-uVV6RPi(~_P_i3uF%n5_lM!BGf1oRe6la3 zsvQL)9(wO-yyE6yOcVJ+SS0^IrP9iieAq{nlveKeVILj>xC3OdiJTUpw5DJSyCghj z+aDbd1)R^n4Se)8qUPT5Eo^s}8{Zitm7U4V<1syn&N3oUS#bfjd`TU(^^J^h6Kef% z0{4vZ!_(<0;C;NTaX+k`33bcxGWv{y>?kTImou)eo!S%vhqDQ4X3aij%Xm@V?UhBn z1{)npLUTbpVD0|hj>&KU+l}?qV9iKMv;s^?TC|c&SQl|qh~AE=uk9gVjxdA*Gb)SE zt}4kTB;LI6vt~dFWfFIT)93v8!he6IbWAaS-$ox6ni5O zT5KoO3nU0e!fPFJGKbE?hH6HIU!>DY!{r*OgPI8Eu+773=`^#^58QBVfYg+>n;$k3 z4swY`M*J9&2}Vh${z-;9hIc~1C&O08^+YBuS{W#iklCobt__2fgIkhuQvw}cL7#*_ zYNOOQhG6UhiC!N1C+M`Lb+lMnBzV&u+a6UT?~&FwJB8R1&e{c9_b1_p)G5MAE{puB zK22Xyo9)VPjFB(jda$V%zozT!c=W@b_N7;x#zJSmS?Q)lRQ!`EyL+xb6+MQpR+p+7 z&a(aZv>sS}+i|#||DA07UHbS`W=Mr`ueWeMU#R^(PvbJf&CAEW{R-#q0NDt^b-xVWjB(WJAnO---V4E&~9vpwk_M z281KPhv3i#sR?cPJ!nOy99)B3;ACw=#bk}qGZZ-i&D_Q4YS0-|Bm;8Y!C=Vy+dsIp zsGsbWDM>t`zTrrcGoT?umoOyYmRJ^n$-4C1LF`Hc)*W37nfgJ3O+F`bgk$tIf_WCT z@t%n=9`DR~xIY#PG)l-w!illiZW9O^8Vm7gU3Hd_=lMMC@Tdu;m*P4uhIqraE5i4s zql7bjzTRaSn%R|$$V|Y{*i_tV_uS&6i07Y*cgZ3P!ku2~v2U3qCmrjAS`wk~2V;V*2&o3w?0^Yn? z%g8E20D+cKpo?Ym1Kg*od6e6g$*wBd(^G;0>l()zWq6QwosjTEIeqXIUIXl8JhVKW zW(e1uF9RhSV7t%&^wIOEdg2MG5&+w!!Pwy>x2TT>Bw?U{Xgbvc<2#sUifB6ZcU(qv z0&|p;+_DZbgLr~2+`p%?>k=Z4ZvLe;#f^ zbvIL_rw~L-0@8Fyl27 zb=N^2speDJNTQI(+?hdPGraI zE#PK}ClakY74$V&$mx^}B3}UfoKJSoy>y_*82SU&9F5!zEiQFfNc!fnY0Iwq>Q*gW>Pf#*jR`eT1xRJ#}R)BRE z$px>OPTMFMu;6*g2nWHTtY~@D!Stn5Lu0{U!{xxNE0GioJCF^ki5GO!oM1fZ-Q8FY z9Apssup8S6u)-E~^?#*PuTrM^lh6R_WDF8ie62dCT@_1(#{;Pw6;l*}u2LdvuS0h% zo0AowX9a@-V0mLfYJ*LNcT(}e(IBy9#3X{3gd{K)i+Xq#;RpbVNz}qY+zlHMhN9`3 z+OUiSIyr+Od^1HtG-3#^)!l`z1)BY=yU=H#*ls2i9}U6~VN5xTEPf;deUaG)oO^(; z$Vdq3DB;=6%xw4XlryG_Ccyx*idy&4yW>B;+Q@9Lm*70d0rBO<~m=y;h@EM#K3kO-i%3!yv z8H@`YEp;-S4>$uOgSALaI)Z$n6`TbS%^-o$qse%l=m$oOt%N7D5kSDAYvs1roL@#wa7Z1JNYI!}F)o^rbVWDLlvLK_Tva{44W zjfPARl1wa8##UB#k^wmsWH3ns>KIQ_2B(U}XfW!7Nx|sqCjuBFXsdN6btSg@77`0A z=ov#}sWq5bpf4JE(}74Fv?7BjhK$7+)zW}vXa&FW7d;6Su`!YlL}@Y{+a09A(kM$6 z+Z}*o2VX6TaH+F#d21}i~H!cRYcN)eMDMQ@h>)cU+Z_y;+wDW z_PAlXN}TRzOMR^PYaNiRz1bTx$;ugFp~@NY$kt;79bRZ1`yy4IuKyp zk@(``E3_10D?Q`-r)+J!S>qTDmNt4MX3G?SdZPapFBRB*1F($f=LvMQJed@V9XCY~ zUra_`phJKC47FlF(BZsIj~I+F<=Hk-g4 zqi@(I+x_&lAP#(8Df0{x8;&v1!kQN9YJ7yg$C_M9*XqWg>R@l z68BFuI&mI{nF~1NI}Rakw&ZKm2a(1bTh}m(S;ggjO>m!R&s4aE@-&t-g*;|f*1gSD z2TaRc9Avt*IFvl&7|dGxb}`YS_n5YQvn2WC>o1`dLr#T?3ls5`gK>rpjgoNO8?p#J z)B{JRh(2i(=y|6NCw8r%RiQ}%3smfBR;u87Y@fiWp9o9WO#HLX!f}#8Ptbz6EQl@$ z*>YL|jP6EeEkh=yWd#k$@H9$ZB1;A_lVF)E8jWO-yQ$pKGLkR|xcbOKd+eYAAU)H9 z56Xyg%i3_ff(8?u1w<>hOB+voX$XBm$>in$tGrVb?07PQA}Ex_?r@A7J4h|Xax9c- z>_#T?h_%Tv;6f`vQUHMnX01&EYT&gE2dE&{LA9+CkqbkOgqRuE5QnyYq{ z`*QafYk<@HVa`iHj76t2FLNC7Tz!qgF<}alPK~6sk;5uIvzW&Yb(5y}m3uqk>RmA@ z^KEc4XN3~eH5S2K6(~`GWYhbAL^U}ZFMzd=WrsmnB=J^BPhsrkWGE}%-GHW!{7hfl zHy49C8ul|bNOZKA-#Zxxat>9>4n@5A|}+b*^(Q&+9tZbzZabVdV?7-T_a* zLogTw!N3o+(hco`#6?BLL`B5K#KhLD5tmqpkX*NR?K*kc4bli@1yvPg1tlf5Ee1Mj z8hV;aN=S2*o{=#cjaJpMw6-v@GB8D(tTKVES+i!{+I4c0l5!^MO6n&6*PoRdNJbon z6{5jm8jz3-3@!s(c@3!oIYnT9KG45DFd?|Gh^UzO8i}=lplm%P1cSqcgyAA0!oq+$ z8q7n&G9t3-#E2#9zF0`3gNXE&bZ{ zjLaL%JT`}$Ur<*(0j z^v{{uxnJ`OzgP8wLGZt7fq(xh_CNHJ0eT4u3&VxQR`r4jodv&e8DSB1V^LXKqS)b( z4H_n~;)tCow~Ak^(KIFf*ytO|li0Kc-KRCRs@fmT{{Ja<{{Km{|E<`6^y-4v!C}C8 za2W^#%_OF0=|-mqKJXY}+Lk9?vuQLVo>cotC@<*7HyQ{llDpl%v5#&Rk}S;%h%ODv z`vQo{Y`Rv7y766EL5k$c^+D_)*OD|qq+A+QR8B0Rsdt0*9|@}ufaa(o63l?*>47Y9 zGhTWAM|>l6DM&FO=syEpe+No~SmI~+fC;bs?^?kB@7mI=)rbF{(f;o>fGgPZzt{Ym zlmKS%{~x6CQe9^4-Q;fU`U!TBV|ijJY*UwWnOT=vtMCq>d=RG_D+3fY;%un5dw zjrBgNxax#I)?IZ$Tjlyd&PNY3;_6(GqHbNIbGnzf87c6NBKae(=0Qo~H9uh1%8hfx zl7f$brwCYmM-ln2xj#1x^j;yqJY-Kl2ybQ2=4&Yz!U#6+p1|q8-eRqmHvaKRdntGyn*j{ zC%2XJO71S4$~k!S-5=Yi98@`|RI?Y@zj%l@!~=t+fp=66>SWj%{V}!GW2?uOv_FP@ z%YMtwlvpHpdw{`5uHX@Dyx`9;Nb*??jJpx1B2I{&usk|Fh@B~J#s?tyJB#lEDkH%H;ILJr zEzsir0%MhI)%pK&a2aqgFcARM-JpN@q8-SKtBG56YkAtgZNw{IwUP5RzaZ^Du>0TE z1|k0^mI01zx|~b@82Mk=Bm*MOA65X8rK^x!CHjlMRj^I`O$#60zi~d|>UM#+cYV|a zfCM5N%o6^3Wj8RH!{1b~iYPOnAE#FC{(+1}JHSmFS-V+^WDS(`BGL_%I0uj)N&N}L zlS3N7k{Jl!t5?&n0w)xO;E}^pBtwI=w?)N&9#st(2Klve>`Y7hbHHC&2;W?z(By?v z5vR?NwMs7U1*`7*{?}vLDuMUgIrdu+PTh7!RSp7x zj(q?d=U(_$fQ23)a+7?D4*((lQtZ12IKR&>1^&|Wm>#uyTn5rXSUmkXSm)V=GIJkU zyYcB`SA%wt+ zGEbl}pz#Je-ibm12-f;OSQX$YQ14uyZ^7#G5@4KkvUu;RG>2AU{IBsL8yu*A#0DWKrbCRD^SZT>gW6wNCMNR#ix$+RZq52%zgdB*g9HdKy+kJ>{p|{LA%n02<)*DbG2KhZ|M6$#euYf-#!M>$ zXFy<6yaEOOB}uafE2@_+u0Vab`bJ8B+QzIEXpMHt3WT99NLIgO%oEUzg~b)9VRa)* zXFVdl32^@Rvd?{XOIw(BOUsPKxzByLSLys(xx0P+*6K+jUzUiMW(ue$M!kP7st!_L zUcH2(B76(M0A_W7EcgtRoWnHmP7WFNC+v})Sk@6x{gx@1J~h7G()0QS1p}r0i^$qz z)R((BjD={|h7~B@^7OLS&#NEiXBz~kyeu8(*&7`f!yJGLU#Z(M6{j972rm81>mM=z z3=JoGw+g7Ymc9yl`PC!8RhxkTXA!3oB4L za7G?uBHC0yov5Dtn%CEOpjKPAV(xjSi_PcbD-d<>5`|iJ>ho`L&lTwN&_#PsiyZnR=IC#{rKtdaqC~xnMI+;AqPEpA_{dbe6M0(NkBd*lr?A+xQ z$a^Z^>x1#_`bkol4vBLOhnlWW;dM8*>v?}a zbf6+w%YB(LJodrB`876j65-_)2PQ?^?;`ph1iesx$`foOxyp5Z6~2b(RH`&CDohxpd7KD;e{04z@hmN%q! zPrO`gfGypA5}t-9**@QuROx|fa348X`z_bc5#d|>xz^Jmp?+&4W|XNqPJbl&jN5#& zf?ObA3gxyS!s;udCggyUlZj*BK=YoH(iERF- zx*TM!FK$3m_E3e(C0>8XvTplxb-sq`)bfU0`{v0Z$LzDJB^iEph|IfR&*8Z5u#5PY zQQK2~&)oUZbD(G4E2~gyWld{-&O4X11Ghe~gD?o++k?{yAU($XP2Au(GsYt;tL*3K zX7n^fCcw~trS5aIK@Ed|5vIn{uwcKWO3v5?c1C^jmvOb)X5!oB8tM zdHp6^J&UgqE6@fzjc*D{GE<^YH>e)Vh*A=gSdW1Mh6=729BQ`zes|Ji!sPk6uv<>E zVsCY&cVZYzTOS4KxCZ+3ZMKIv3F_KnPRv*cf}hVkV}9FfQg%1AE2e74rsJ0lgZuR3 z!?o!`m3<|5Rjp=TC|i$KcTek2-Yovq;!{&ncL>RW7cNZKOtnv_#-HA`s|`}~R8u~= z285jGrF;k~^^%@r%=71ns@tD^dp?km<=uX+lbpvyUQNu~uj$JwhqPRERNn9K9{1fT z?6Pxq$gZ>K{+&g*W1USyWrIaeuWidcf%hy+TB829oNY;;A2Xdu!saGbzUwe;I>}vUB1f^2hg7DO{0Q*IuB9;;Y98 zj7~gC#%f+sytNcv6os6VlnRJ;nBJy%TG6y#>&V_^c!(SIcyD=6KskNKpsKeMeT;E& zCNDJTjSaU+>=koA6d?xBSK@tRe?VKhKX6i_zOH+hABDj*Gfyujgi!rmCKtxLG2RZN zj0>mmDV*a*?|L1Lb@DM>!zGQ!Zq9c$X#C#lL;U6kmVYfP;`oaSIulNxqnb8ZmmSEy zi<@|$^2h))qucE&_Vugy`rh+UV$>kZ9-a@ z9O~EIcJ~^+rLEK8HQgr1fY$dfhdUC)G-RzS!P&d3&l>s2*siDN`a&qx!8##I^rA@s z$=*fh(VXb+7D4=^1M^C-WbN~Tnl87WqrYkcT)#}1o%45$y(sz0&}*df)>GyD=e>Nd za|N2i-U4lgAFz97=XBjX#$t9)!r9Sx*%a;e3qB&@Z&lspR-lh#E6|d|FYrsw%wXL+`CQcTLjh)r`N5^JPEzg8mL); z>Te(UA<3-Kq@*-MJ+13TI`82OUv*Pp-C?pDZu+)|{N~MuQ=Q|J4Oj`Rhd7;i$NHRV z&*K5Q)zj}}#uP9DT~MrC5Nh=siG4;5VJtJj=@TD)B6l{Ku?S$)$sYUhbMeD|NkJRK zq6;IMFfz*;OOdRyZDIn= z9cuhP&qdqUr#{zsMvB%tF;!$2w@uB+%8@#;_zLXVyWDs9TzB9KRFts-!BkhEE8L%~ zfnTOSS0ES03iP^d^NX(A$*z|tD`4#oIBP4Nd+Is@*{Gkn`}eIt+if1GOir$ixO}Wk zf{^4TRsHn=Si+B(W8HjZQBN%fh2raW-n`#_hTPP)sTC;V=hB!h>o^OPb#KBJP=fU6 zL)M=^ZTh)2VlKNM6o3#YPx?`L!=U7Pi;5h`va}Pt*{g`{6t7>}lA#>&MGB)E!rS&u zb-r+<OB4ULCV_>6lSfZD_C7!d~T=Qz-!rS zEhle)Vg)62sek=Y+iTK@+`={crSg7;&y(t>Hb-%lZ4MV}paJ>V`a{_s*>l+zDz`Bc zK%}W{ffN<30f8<&XW@!CW`4rB^ufm9fkO=CE0?MIrOW5P3w|slM_0JWM#O}|X98ow zYjt}mB~scK&RZWS7;-nr=zm&1aYpZqhWb+ZGHSEKR6rVI{jQd~YAet-_6LJ+Hb-Lo znU!yAOxw0FM(sNvd;a)!oi+0!Ya?dv>{Yvik?@%cSAjNjF2|_5Y@4GWqu&^*vjQoj zqc-+ldgtdg%AWM<_G@np+1Zp|v36VWfR&?5^p4t4NO5nuTG-ESb-^`RN{rq>%&meI z=!?nCnDY$ZCl5O-`>e13D7L;+{iCp|i!d{sA9d#m`9jKv-p5MogN6-rLrU8*K2s#d z{K7-OmZc|#^X)}J{jb$=6Pef@2N*FQS0KyVyE8Ho+EcIg<$kWe-CeO5qR=J=!4rCIB8CR_Q)>{GFcK ze71zpX7_eQL6<%CMp1Pixpw`_v5FHp)C2%BVqdrA!GAs}mSJ7rP1#%gmN?KNN?AiO zeHDCrjC-k}pul3(PG>e`ztEDG8f_#<(`Z-;iFRg5;PIHbn z>BYM+Y1B>=cT{zC3i_;PmKiRpq9#-aaA?j3M09BIO<%z>t))_q{U)Bkh0Hg!B!beyRC34)l+;!kg^qlD&cC(U+`yU&3XqN>OkZet zxXg7->!z@2T05_bc2aKMiN@c0?IAXuuho$`)epmZfpo>Fqejbq!C46wP zdAfUa%KMeUn$5D;lpS8X*gU^BaFy%n7g7={Zj}J1Uv%7oKUnQoA!q%MkAh|VH{ROt zt|5dTsn_VuxOR_p4fEKNc15N|>bS*#`MQXSPgNl_o3Y#?bbM&E&BeG~AVFRj`*rsB zcrxZw%WToDsj^oVKMlUSi&<_-4!1fxNgtT|M_Lx+GKQ(UuxD_A=J)7WF25jC?+o=v zcF$Jjip|3CI_$_#E@1O}{6W`{w=X?vd252Y*$Q;mJ?WK|AU)y;ZI_|u;uqq(f$+S=LV9hiesHYkQCwTrKRIdA!&Fq?v8kdtGB|KEX31d-?B1!{W>P<_R*=g zF+VUL_oS4kqzP)(B~(u z1=j|55;lKtz&V@Uir69aOH6aI(tC(*u*o`1ut5$InK&vh7#A&gkf8TLDCj;-hpdJg zv6y|JcFC=Zj(sNx7K8OZ#AxX5FN-SL4Herlz8i!s3}20Bc-w4kdv9Lir5l^-6pisb zyQCHA9kIpztKYT(LeU{@vj$PvR~Bg9X7?1|@7bceQTpcgs<60u>8XN{eY3p&XthG^ zN!5KH{AP-%pjB?Bw)x4;Hat+gda%mFtxw{toK6wwN1F};x1H}%*Vc)E7GkhsBY%{Y z40F^k4KSPlGqPa}FF!8K z?_Mu{Y^Xlri|V+ZLB>~Dkys+Sw<`R8@_>bL64g_vp1?HShwATDp31uDv;sw%)(?4X zc+UyU!nvX3?&S_qnog5^K0GI^R-Pp` zoX}>9C&Lyvz0OVG&tUdxbF@EA`Eg?VJANzt5uQ@TX@W4P<@5a$TH!wlkF%JjSScV{ zFu4iZaaysc^ae}pI~)Cu$An_YO{QqKKSY3IcVUwm9Xc~+?*51We~|$8Ow&KR`6sl6 z5&kSRp+gJ57!D@Zl4c3?)cPZlq+=g=o#m9!Xe7*Z3>9jPvSjBvKwb}Sab6zd%5h$> z#15lQmNt5|3Qhdlwk5{x#HWRL>c_*mL&WcFYMD0e8flaMjgR3CJ=xKf=p4d{CmQAh zj1l6bO8S#aT!XzmVpk~+7sVZN2AFoSZ5epC$Rje$V4Q=2wy+HPhU$dEp%o~3M!kEI zP?|KW`N%%>+dFEPW&XtN^`D}{@XiL(W$I!|g7cZ81NZ?#%QFL;QV19b`n80TsIX`m z!b-tM9nVL#hg(cCp~Ic3iIA(}+YJ}#9{5@JIG5D^eh*2#7L=IgyP#Lo+r0I^p?1l1 zqhW`?bA4*=s;Pc|NfVsEc0&2^^wQIT`HJV%8NHZm2Tt!e6J0F<6-&-s{>FcLU)raJ zY82pJbTsYo4Y8?BT?@aVO+^XE?g_&gKUk9Z_wV=q3Vrg$XDhB$^+9t$`}Wp<#F}Ci z<@#=d;#X-~d>iex1cf+`O=9Xt5@1^rX#-c1kNw!95Z=+tkw~5lcG27u#)#&0>g|$A zd@VrtULc+kk3MJ~c9zRR+g7S_!i@@0|<#`aUG zMrVxWi>gZvo<3u!rGzDGVZn7&O>ADDANRnb*(q$nE&Ym=`T@Y&mHRa2g~RRcgAa3XM4jztXWT2m2$d0N8lr2uxY#h z`&oOTs`g{{Eii7)NSo-rUH6aQKIB@qMyB|oT&&G|vC zKdgytXyJ4Bmo8k<9_kEv)A(RM469rcoD6W;-Y`fSj$O+%B`}>@ zjX$!{H`r)#FCH^Up5^xlX9n`lBQV2b3LB7{wB%VLY;+I5)i?}K0Skn8p#8J(WcWzW z0~T9&20qJX>N>6?(Jk|6N{UKHcpzVSwL;GFwfYDsJ-s^70LBvKxzuoKSi;;UIW`?S z`0}RQ?o)2US%vxj8QNE&F$YsT3c6jRRI+s{L5VTsey4lGyC|EgfH;IN_l0rKqb+9= zOqICOw}k2Ow~h{)RL;6HeHy2wq|5d@E?g6`|K~F1S?ABfkee}^sl>01m588UcSgg4 zGy=nk)^pM$9jT7TNw+%s+)mYfsmIthxmG+X&1(%^NH6Eh%pdu&Niz-bny=;AuA zRld_%9;!WBe`ibvwWlgn`qz)oE$BEmKY6>-(sL`2%w_m*-|Skypt3!SJ22@9kU;ds zor`0i?03E$4i(+56mz<1;ddZy>%KRe@7S3QEGV2A7plRXjSxyAoRVC+46+M5wND8} z_erqO#x~`)yAMp?jML*ik;?qSXzxVnx2G7b@4b@Io-aLazfF<$O2bTrrEqqw^0|(= zmh}rTcuE~Ux@O$jtbdzyGg%)uyl8-A|1^2|k2_w5EuPjvMsb!t7jkK)gp zpupiRE!QzO3VgH}^}7U~`;YY=x?exALpGk9WM4Blkh4{7v?HW&x5Qu$OQgOt>Dt~! z^Qfn;h$Ga9HFX%najf#eYWmF8^iLUzd*9dTb{+Q&%nhB^obQz0bSYSWYF)0jYp@)xOFCF-z^@_1~i1ROJBTkX5#X&Jif>$-k|GMvjkFM~E;vyUVW@a5y#?PkRKP#oaBFvvxiu{DAC!|g z4C1C6+z$TC!k6yEhrPUhqY0@^Q_YQZY72A3t|br%zgvZ-ocl9I=}zuYe`*FI9lFW8 zKEu{&KCBnxIMS+44S*X>hlrKpvT>@p2|K|WBO8bp`Ark)> z(~A$IP^#Eykav(Qk^VF~k_G?4DF_)S#9}44@cpwHk;YDrkL|4P2Y#TvlC(+pGEBSIN1+)1uC1-^<+b{o$I=3~fqb_Y?EHg7&L3 z+efsnT~X~^Al*-+81+($>ML`vZBcZc7hFq>8+Wvqyn)Up^*&6{f=+v^Kq>)ZkDpd( zPOO*7u{pYx$=&#FZeiL#72|dnA25Bq;w#sQK2ScW6tg=3&VGNM@kB#)&iNo?|5uTQ zmPNm%_3ToKl#O@a2Y}jglWM_`Q4JqDM^-9ZhLG5!{)2)rop)YR88TMmY64WDB z{W!VNWr>|N%xA|aGEmLZAt_2aa}M zBfmXEat9wf7P`X) zWr-9Q-5)rdP8I1u#9@n5nmtN!^K?c^SB1Fo%?G<$U8AHdu|jLw-L zNA3~y3^xRYFm~=}6FGw`+M1_-_{p=vo-mhM)p%n_8z_er$7ze~KxD2~3oqEpg)kAs zdNK>n^mH)Au61;7G6(^=fNqNKV?xGwR5&OkTxK#0d?I-uY->1Ok{FN{UY2GSiL;g3 zgsh0JwQ?-+QHs4vx-V_LnUrn)vjdOX@9XU=UB}9u#NS)0-3JQ3l_jN^hijp{?>K93fj4$o4-Xek5*rFIwDX~<=@JB z6`8Q5^yrp)=ft?*9e8KwjT7%Hh2%L{sgrU8)A_Dm75$hM20pjzk!k3mekSa1Tr;O`WN4m0K?`ODGDy81HuAko%|NboP z(LV=NCyveBy@6IH$vWVkQX|d2yf=>;_g|~=Sk>-Obv7s=FGQ9~+4$Nmjx!_65*|GB z=qa8o^{*Ui*Mbixy0+1o);l%qGVfMjr1a>W30QBhOxz`P0omkqcT7$+Vb z%JynrP5I-aYK+IV0qy3g5r?ym;HE2JZuZeEzLT2v6P9L9ur#Z@cNb(7+?ANor# z*d7qIlxH{vY0dFhR6{(3;iQkm*GT(CD~u{tE!yr;I-AmC$Z>alLg z(xUInV{A5lNbYd#iw7>Iq*-IK1G0AGP62-w z((j@v&+|!zb6gFYTqHP)3rAgRwIK5co}ON$5UeP)SCaUgI9}EP9LE=XV}4W2RVzsWG#PburxqU49*E zytIYWcaC#L&5Is?`cbPssA*)eg!w(&{GEMzE9{A3e6a2EYo24hd}G=&#*?khDC$-T z9R6KrPSw4)aj3RRWjEho`{BwvQ{i-h`o&~I&XYQ4h1e_*%;4UG=q#FnhN^zCHPX<> z__WRR)e8zxYIB>+ZSoR+y9x19oVCw~0rhV%O=t7rS61&caI|nMBGW$vPkt!f5AIPM zakMk!CUZ244|~N#RkcKV*JVmg5ST%R1K728UyympYwAy;Y`kVvuZgB+O1=Co-Ix~J zrb^==LPoJtEzjg@%@}nw{R06e2a24tTIY1Q`;+E|@r_+u;a{caJN!dDCQfiF6fMXt zZpWEr!fok(MZ}D-y^5`y58nGK6(IjbbQ5L2(44y2rf%SCy}sp_sblRc^&cAg%8)@5G2?Ja@ z1gAY2d8n5{ORr=jF3}-Vf@4Q2Z8JKZhy~a~D|pgM)1UGce3VFS5!_+grUX9doQBi= z&^M!6$?L!Ik9DP?t5}B@NMA@H1ngRSab^rtZ2j%tszEyGZ0G5n6W|JcaD~Ufe!f|4e?SR=wpU zW_zVwO6Yg($--O9w%i^`JVEs(RoD5$goj2T!_&k%K&|FC=?7WJ)2m%=pex<eDBZG@b7pZO10!Nw%hnp9>#u1OK zh09(~N_SJsOTA88$77<9a#e^B0uI`Nb~klo3R{4bW`|y9OrRf%rbMu8367o5wBW#m z$Ixyt9O%St9a~Rvnkiwc$w56Y_98hCoZRbpIGsZ?P-!M8yc4lV799l<@hA$7h(qjy zi)H|9Ogio40pJMHEm$OI35Ddc4&&rF`RWuC5l#27345_4?j@8PbDU;tvb;9A$;f!7 zz)dJ_(hdPIH-!fR3aO^y%rdME~DUJ>uc6&xK{T|?wm-VQX37JDX z_;JjH^O6>rGKhdPKWV+deZvxAjg)CqOzF_h57xDcE%$b)(J5Z1nv4+J3`O%so+)0w z1ye_4Z*Myr*OA@szMlVu_>@?|&te3KVotJcW|a}N4D_kOSMG5!pk{YL!4Tg->ZhC1 z4@p8gLpXgyxl!yzo+I5D`#SGB-ABv7859DgArm+q&z+kX&1nd*jA+{u;8F@bC2g3% z$>j?rA%R!!!*U(G1gA0)zOh%CYd{&I)8}MshX#FsLyf-ta1t4q3t77f%1df5ty3b} zhk#sT3eYLUW3Fb_aR(7KHkw9~l$+z|i52Bf>XgA%+sf4QkNoB@g+0WWyP!S6 zCvk+XJc($^7nx5qAy{F9TKgqSRs!8X_~2;RsI4%G=%b{NaSu)6!(5dMYpmmex834v zzKa+{$7{)PjBQz|6wnW8CoB>PxSF#n)!91eOit})*b=`DDbL!KghGW8=G}z&{@1}F zLjXs&mcF*BV}iR}x-Xq*FFcB;*mIVUP+kHLD}o?mMdb4U9Y3vz%W8v$S6er6BQk3^ z7P}UQ$aUByVGhFy`)6MG?4U#nLIiO`u2w};)~dAoW{_v{;h~hUahIAIPWPlkjXdHA zDbPAm(LS%n5Fz8-yq!OMjb@BD#>umU!41u~HURgVL>J;15@udCfX)n_HRvINFOs8! z0>Jr47P2zu8t`}QzJ#~|dd_G`q-d_AlPI_baF0c#=Ox3~=+k*up(;dGlSxL|CRh}Y zZj1kRmbG&LK{|m57Nu=UP8-DwqFTMXl53lBMn&8nR2cJ&kcl|w%|?9#9#&?ZO6gRr zW9+Ci3Vh=bI@34q+=Jpo^4-@jF+9ytlTHZVb08F2wGcZUf*HlivsXP-IIzHU1{W*f|~<$*L#~`@zQ<{nieC7Z=ivfoL&ZB ztsQf4qGQo`)CWW!9de2!&T{LYA)ri^bjTVN19F6qg7fp4O6$U5nvjS#lGVCd2t=5c z5u!g?!OLCFm!_ODj{kznoJ^Jr4-gPy^rBtxOhwR8us zR-C%AvHf1Ur>74tE(a$z3d+Hl^mW0=22PU_I7!mb3J%br(o-DJ!j}?pkQ^HU4j2-T ziG+mtgW#|c&gAr;H^qw>gB+=apoPqFhUrKcvKDcyE3>v%eHD<7&ck$J10)OFFNmU0 zE~wH>5riA^VJ%3@$s&jw+;Jxm``{7~aE3YFBuSX2+1sYM)S4suur+-5hu~XzP#(y# z{%MF(ke5{*cG`~vL_@=XHO>I3L6fB;S3Q*k%3U<{j^vw7CpwAJ#T&Sq{A7}lX+0vd zNa8$j2U)xpF?~K=jV0>$DIuyoE2Jy&dAcauc+_Qgy{G3PS5GVq2euFjv5(|WqfD_P z;GD6@R~x3AfQArAD70SE=pKQ9l@ymgM_M>^F`I5|Z-B-}@rL*yfywpe%*5}DYFo(5 zl;QX1(vc4@`qED;DR?N?e{l=xN(HAjBAPr5{u{-kkgT1260r$FafUMx&yaGTDA+mn z6q{>(VF!!Tq@_(U+q5Z(%tqfgMv?P!zNoX&l}&QDpmb6z>avk*q%k<$AOxvDHCe;} zWy(Csf+I?a^j#9*s1fFZ`b1CYCW*vLXoV3{9O+JOu=)T8RHPfEaQ-8w23=VTIsh)> zQWs4^O2pbNrDGxbtjN?}*ox%N(753Y!J71u=+i9WW>gp+Wek$37vDG5 zekZ>TJDg1y)kbQ5N>JE|RceJjLA-p;Kid!54!4jF;3VitJkp1fnU}dQjgHD>r?m1; ssn58ZE0`-l(fXz#?6YX7fN8?QVRbG*`^v}v1*J~zO#lD@ literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_21.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_21.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30cf87bcc47a4cefd8af0ac89321148a5fdad468 GIT binary patch literal 15216 zcmbWdcRbbq|3CaX$KH)Y_Oap|A>)+oDB1HMB1*`NGDF!#o$TGQPL5+Hky#RD6j=wE z$)3sH9M?WjSdj2^p012@wb#9UUVBBRdllyEH#Hzx4m-pW_DLG%Z9G8bSdP0HCKK6sIA_ zO#mE}lM3?p2l)2~0;Qm&qNbsxqh|mYRGtE$5DE$?B?T1~B_+5z5S#}nPg9-Ym%2iI z7ITM2zyl^78vlw`@M>8jt8ve&kc_Qo7#%&^Id%@t^THwsq$ujrWm!3S1+{DH8k$<# zIwq#q&CG9DSlZd&b#QcYcJcD|@qOs$9}xcJX+-3+=h%eAq~w&;w3oOXLM|~czo4+F z{9Q$5Rdr46`_EsRnp;}GerqH3_Vxc57#td&n4FrPnVp+oSX^7**xcIQ+1=Ye(F+1l z{G%55`ya*r54}!XzqBN6_5_4ga%}m{+s51mwk$5Pq@4QM-xxv zQT|t+|17mpuZpge7{1(1`N(O+c$we^{67q&x@lLX{%6Lz0>TDL^5I01D$?@5+Ufok z_Fs|yrv(3V332GJC|oXX75DJ8RXtV25#92C_S}_d10q2oQ}1#i{u-?c^ItQ=009*8 z^6=#!4-t`|W^NU3Ipb>o4D~$V2lYz_RjWA#O0N$Z%8C{=cpf+^L8<68Vgj1)9F(V$ zyIdU_j(X0n%tNldL-y~1i)Qp%hYk7Bj{0)Vq>bOfpX+wvm7gER$?`sMF*;9~fp{hXIR@yvMzjV7 zn|_ZpbBbE|UkoT}nmW$~&${4v*YD#`!r7YBi3$FtCaYPwmz1f0eHWFmy)AK#(lG|o zdM}Ez#?);nUcp6lzJEx!JP-U-*2Yt}T{b;%8d7fvzsn^WnDhZrbLt-9u3>p}k`?V` zOjZ7fMw^5HQ_=@;?q1ILmGbChmA15J;So3o&H!oA_T6fLzr6;qt#0A$?6pkiP#6 zorwP8**^lGEU)@26y^axNG}_7EvN!<#N^&TG$n@9LAU?QhHw}35(v(1Ocf~buyy6- zHtQ2bL4;NHfI4LV3juSnzYxgkySM#cAOMwKJ|X)b8dWDWn1?TuMh&TQHEupP7J@e| zW9PPRvkhBHYuek@#z$!XTrWKaZVx9W+>BQL7=2W!cD-+kG|v3hdPLC_?w&uAKX>b4 zp(q&$3=+A5Bqmq4}YY=KBuzvWZFGJz4*MHXqhpL!muvI_zBeG13+)5 z(?(@p75}}Qt=%SpO3#4`Ic%oq#up*Ce?1dzQq!|_^XB}^1~aa{V9p)*v%)|5c2F3l zBwA{Vm7dM5v9@u%`jXXzYt|Hpg{}6f8E$HmMJBYHze?)l$D8_LawH!oTdr%y8XQ++ z^H`Rw4N}+We=Pb&tampU*}qp=>7|J6d~atdHk*tTECqw+@tI~Hs3GMGAp_|*`Fwrp zuDUNlM7imMfC0hskApHB{`%lAB;Eeo@F0*dpr=5?_x*1``~yG)2qX}IE+=rE{13<; z{sX|j`~HLXzl$pVVj4tg`9CQAAnNu{2oQ(2@81m424)cCzjOcUU^=2)2%`FLdI6C;3ynFE59w=W zE>;Rgf!zt3SwV$g|Ak$Bo6`HT@*)?@r&X!<9BUs3`)H2Y%_C+h-w1UvRcKh`-stvm zkYjCeB})(8>v4Y8*0H|#M=BOiu2i!a$Tm$<%D30u5xAwgpEX-M(%!KqsY<)EV4;)m zaGz7#r7cyqS8PFOqg_hr@po-_rhvlN58v(2F7}%Z4V&2sgm+QD$*pnsSho7!_vX%% z_H1N(0R2a9w+s~3DQ^2?;Hml%o=@ycVunfmz$H@IF<_Q9uh`2W{`m?$n~47wv`A>u zod1+Pw+WA>dP7&c(Q~B&Y)f61J{z?~au{+H?~u}V&9hZBP(#wow62yO+32p=x9!`k z{i{(49)LRS^WE5n)l7aIGK}}Pv!E9e_4vhVFXj)BG@Cj>=T4&6 zuwKLaEPCGb$b~)g*Q#q)4T%j)AUa>?^I=#0QQg!=Z}+i7q)Nq~!mO@}wSuP8c~ceH zJBHL%(XQ^-7B*aB?beS9AAfS$;JVM_>N{UFi)?Uf`kH22pJBK0=F^q6s?3s~;^{5h z)%R3PJFe`d}D?%b8{?km)On<3Fti+pXR*=MPi4uQre{U=LdTU;5%k_oF z?ssg6w*}Q{BEeoO(it*IL3xbT6o{9^^H@K0nKFB7@TV>X`$~Oiw49 zC`iZW{s|RAhS+s*#a||xayN=WzCNy?FvNcsxq=eR&w<;XaiW6Ngl%c6 z?o5BSM08f4*Hi4+U)|=1Ktd%aocc49J|MyIdQh=tGha-3%!9JOnks@>|Af$qfEHka z2MJY!TK>D__K7jLkiPWtpId@XLI*J@>TW@O5+@ZWA$A+g{TT&7f+|IVzK4qFn#~KJ zm~_4_ZO2<6v zrr6VOLJ5XmMqvRLdAHg{-`q@ZMnq-CH1fI-rv6OLY;F}BBWXOoZ5J?8umu>Hnd3tPs3)~kL@~_Fy85Nc!3gn!hu?&zXG=@JaYT)mXjsM2z;fidDH`^1 z&ea7!ay{K>l#8SV;Fm}H%AuNilf`9Uo7otcHyS9JY4Swj^6RwI4~ZiwKx_+9OQt25 z{*0EGfZ%1Whav?k$*6LFzw0eb@^*a8RLoDNGHg?&8FHZC&+#k>1~ta0>$ru=iPb5u z`>Igyp4R8N80XiaET~(bYZrr<){0!}Z)F!s>UPGr_uSo9iQb2kKEz7Ydr|d8Xf$$T z|0u~!E&Y^FVA9W8?2eNyYj08ZI#e6{(Oo>+V!BW0KLN^3-D1}R)7pxc!cSYScTdB~ zpDGQjs%E9jZlB;eFelZGyV3SjszzHGSaj8fHJwxo%fx1I@T8_#(?HDfJoClO^bHbV zUR2NOK#Hj_+f+%uY1iC|m5~-%`7x_182ai(M|>v3vZ^3h}cN^H#Iq zo(czs-!rS4&MecR zd&t!AbsoaK|HHFT#Z|}{Teg&r7&4xWGD{UndU02x(bzT${Z2f6ksm z?~H6*;&t{?Wp-vLG;`qFR_cR0RCXOcYCZ;nnze3-rq}}936IQt2A-joWQW9C?8%db z!im~{sJ=M6{B)Z-2I{Fq245cob7Sa(*|)?s2Q9X3gDY}BFSs31yS&@Q9i`J&J?~VI zfzKi>mBU)~x4D#pTPuQhI{15E-z=$cBvV+W`@O)>ckXBvM$HJY!?RqGb$1Kfkyz5C z1+9pev_=tu_k&-)y&}&sux*xo45-8h|3U@db>8b5vV&j2Zrto*b+s5_?R(?tX{T1b zD#vkH6uM^cL6X<{XXjSuWbV{RC@DGBrfdm4q!4_#pTDGoYCk0@J^+vQXV`tw#MP(r z%DZIn{vF)C_uDll7X$syy;8BWAv?T~XtW#XOw7-!D%>Xp+bw+BSb#6xQg~lgr7_{< z+orjb7Ot;ve%&q!=et9R6Z=3F>%eJ{g`Vk0TcXSF$s7Z`Qyb{1TTjdyNe8Qfm^ozAki1K;U61~{4HL3UH*eQ+PI`x`F)F-@9X z-OGp#d!cNxxdCx9%Ja?VvgIkQ-pIobu?O?VK(wH9fbG$|QJ_`q(k=cut0_n>#nF_( znKq*o|DD+P)E-+Rs6D$uu}3$0E8f(jGc$ z?$EU}RWG!pt!2idTT;KdoTbWRcdk-R;)$vWcaLND4%vIp+@@?HcxeCBF_4AcIRrN& zdN(ib+Z_YJUAqG>n{zrz04FzZlt=g;eN7g70%rZ^AW~UZp8W_>{+mr1ZTP-|^ra+v zB@UiqS}TW+aM|C*+DN`HL|eQ&a%~q_Ro;B^`(rP*jAKX;Zm7QBAF=E2*Q`0b+y|BC zdLLxf%OKcG^V~uC((OYmGI&BTn;e$C2Q$aPBV~TuRL4QRzNs0Pei_=nQwih!EOWS_ z`Z`wQ7UJ9BV9vtMfo zNR*bR@H+fnB42o1cv%MH5pA}i|0-mZ`4up7{#d>1%qC^Vh@ zVbL}IHpQ^$(*x5q4l-mc<1vRz8S8-+wq|;nVyy#W?{f^SCb*zCd5?is{$pU$xo0=k zNbk>&rk4w~0#oZ4E1lh|jdsAIK?C>9GxYa9_-ceR|J6*R@PU=s8Jw7+V7-dSC#B$f z_+ucX`9x`4?Cs?S;25yINEWWSxU0Tt8V6r?N-E%s{#}H*fK$%sk}M{&~eAWFNRw#S!_MN zFwVBi+UTWo=qwk^L^S)^ObeF#^>slN^j}wQ-hBTkUh!v(y)peN01r_jU%K-cQ@|LU zry5jHH;@6RpKnS$dP{BKm&E+b(tNc(ns4N&gne3;F~jB<*eYNUB$+oqYyj=o{O%D9 zybAVynh>i8qbntQrxCPhaYtkX>S^asOQo&FB*GU3xm!L?opkb}S+#hvSS`?jRR`n% z%iv!$#{iZlW%R<-P?LomdJGqG-^RAw+a#AJi*)iHw3`l@We# zj$$Z=&;E`CcNWrMeNHJ@X1{hj2Aa)rEX)h84L{69`r~?ABR5~echiMw=a|#}5gKIRSxA zJn;*kR+C-eKP!%bPbZ8ppry@T9gP?sZ2vmE?*HT#PY<7XrUUf#&~OKw+c#f3$Ek%T zM%6rQ&qH<{twNOL_`a&pdBh zv-1JeeYT>KNG76$YIIromqtb=~tRM0(AVA|yA}ozOkW zd?u=Eez7+jl~R_n4+BEV7HFEQc}hS;)pv*-p07r4EYTbtUYa|-8zeUhqH_70V2HhK z@TNk%H*M3aRP(@}s$&6Dy*?1T?qgs={QWVIeFJ@x>*+mr-;X=`WQZ&v;iS5i1Lkq* z>}9WpR(bFkaNMS9@$^aQ)IRtwCp5MD!6Eu;Yi{u8+ZPXa!P6g1Ne7(hiHqsv#{!`3 zkAb6T|IGmLAGG?0UW}d$+(CKIEA%z44dW6ewB{Z;a&W9H;4ZPoUIC3%e}8ZF1sRlq zEF8P5I}3iH{j_onMyTDbVBtjHoABYgv~x#xj_VzoM=uM-BHi;jtO<}@cNTfF-8#Xj zY@X1(zS9fV77elF7Lda9F@X0B9@jh};CeZ+NIF^n&Z&gD=gb~0!6gFDoH_4;o5oc< zqI-GK0HV)VY2NSMjWPBviBWIHQE~;GZSjd?XF3o1NA>Q2hEjifMWSqbn_bj_2hOf8 zOic5>SAvQyz#l|721*US)OJ*3eJ<0SlLg|V_EuV#Fz9EM)FNlT;yYo?s#Pn30MCofTj%A6V2ZC2--!1MP28rMpJZW59jvl-d*d?bfY=UpGGZ z@JYWh@Pu@26pmMXSg$*%j2Ir}wO%&LZoj`#w3FamoVI+&nZ-Zz*V z3e6Gu7#|tQXldtu+sdO@4Lk-Et|}h`mJpSSy8Uiw2py2|2zQ@1B22kMSa}}eyD^q3 z_uHAEQZX(w7Ds($Svz#z`2kXr3eZW^c}gokl=-T`M&`F)p>6$#2>k^`X8&8i^a8G1 z4-y_$N?!WaWd8fZm8Y6VUNn2NIo9r5GUeB<%wu6e$>|x}xp*dzNv@v$9Cxoa3Ih;I z=|&BZDfWe@3nM?uigX`6FR|a?4~&g+1lD#*Z#n0h_6d27vc2wCc#mAv2exW&u-APy zylW=^+W+GDnz&27b#01lEh?FjGiFmi>_b`kBnk)+q2X~dAIp;JxooR}cvBAH=qn8z z7kaBLsjExp$SQZy+r1zVw3$n0`NygZ`MCi-$6x0oWOn;^?@!(}a(g4+qUR!XWvOj8 zD@-P)u%z}|ieA>N8W|Prw3HrkK2?a@R&8W$r{qzfrhYuOq|b%fEAbsV)5kf{hMgyPf2&qN&ZG6uk=n){WH=|~GY7T3 z*wF2?GdHsvdTeS_k4j1@!mQw6Y+Cd8SB`1Se%%4nfB)d-k}SIx@!1)zw&ZW)!RPiS zx?a%61u`ZY`~EnEH?vU6%v z4?mh|);vlTI-~XNOvr&@TOfEo6vc5|JSye`5@U<{Y#CM|qvx_$=m!!wR9jQP$RIws4UYjk=Z|i7yK+Urx_ks7w9D#9-t0xaQRNd_Z*LbAH@5T zwV|S;a~x5RYbiT_vIKv;Uf<={9;*xQN zjNj0r#f9y}WI4f3C2q%k5*Lr2*Q_jkEwlO{jH?-oqGO!FG}eu?zvrDy#eU8MQN#AnaQrqi{E_d25 z9%;+zw5w$YG%Ep5N1cxpu39uz`z_W?EcsD8GNO5ZscX zbg_gnIAclOQZbrGV%+wsz+u4LKTg$EfsRgf>pY~YM zEyUZ5i?1brwAE$rIn{r%6gww>xw@}Mm*+}bcqhm6g6`W;dY7|4zhi%WGTgu|pZmO@ z#>lASMIOvM20mXZwtHqyCbO*Nos&PWkl*>m$nGulA>nNJZ_Tm=eWt<$-=Af3rAfaI z^?lkW+^)~~I(6TLF@BZjtKP->uT~Ww4ITq4Gi(eQ*vuQntRIai+~i|%%#( zIu^(8#{NlNd}Iz*LbO>0kH5dRaQON?`*$cAB^zET`@Cgdjg{~2QGF748flvyJr~$0 zHT*e+Ch}T?2l2(_B5jVw7jIhvVm++=RwD{n_PBd!Pb*agXhn&Rz zFK4VHYvoaYF7PmQJ$qHfaE3AOS1JWyS9O7Y&gy-wO(QnS^W!H`EUC%r+e^n7R zORz*`!9t$1i%`TLZ3n?n4vp5S7^Ic2^mw&vdRVoz)@y>|<0=QiK|6R`Nggq8aN@Vy zdH+_;%+S`E>k^e*#bs3%Y54g%mM*}dXbnq!@>5o(~|Zs3HTB~IyF{NGdC7SCoh!UlEx$&=zRI0w<>fjyaN#K zS<;OSkkZ8h`nleyj9x76YF-HZT++>ZFDWNJGjH zN;Y@-I^mT;(R^3#+lS`pOMS*qxfp3xB4U)81a&XO+56t}*x>Gc7=Z1$HT>)$O##Y{ zy+e3rlgNmGNFtyaTBw(>2C4XPtwE}arS8U2i=KZG?DtPUO-(U=_NKPY0X@+zwN zmG*Wqa9w$!$JN&`_Sg6{w;Y&LE~La*@CB}E^;GK>pK|dkw63@+oBCbVld=e&-NgBj zHD-9sX|D0v&97O-!c&_IM=lReoqaD!P~s*B>uk)V2*1p&iB4Ch)DvtaE2!U&S?9C6 z;lnlJ5pyj>tH|SbF!3A%Pw1%-*}Gj7az}os0ecpSLF-c^XIuJXBu%>^hul zKkIg2K?PnX8b*(N!kbn~U+^I0bGIAl>d9`QC!~>NW9Rma$eA zno-BC;=)Ok2#dSsK`CxFWxnmDSj*+n*X)kIbi5zs@=~f_cBKnpA#KUFEWH%fb9&5G z=+ieojctH+e#NH=v$GbxnPD%!hVzD|-`{wnBU?qQ>S%)=qU`s?3O z7 z1r2-vuT#f^?#1D!wX_nW8TK^%MJt>M;fFN%xro$fGw--&8_ODH?q~niv2ZL&wtz-6o-1C1Z zS*FA&mq(S+gL4mD@KR;KS@n8pI6;O8s9_mZ<_?a$*{E)cce*$S=f8uaJvhMEsY4d! z5PCA%gQHeNIV7T9;?*`ZoNEav#(yVysoaRStoXdEZ6oVdyL#n1?h!w}Nj#M~p^?UI z>o4E+7U;dC9B6;^6MrW(R>s3**A8A{qZBLX?(1MTn$gGRGPbmHPUj44{cJs#$i}h- zWrBY*C02i|4_Ilz>Se3x>Oryc%@oRwcq(>cE-VNJz+L3=*)G!H3Y(q|AZs=$er2zl z!k^exDeRAT2swv(6)lUyfYMLt;@qj^jDZfAZB(EWM6^$)!Iv(_Fg2u6b5XJ1%1hS- zQFuWr-}bQQiYLA)?cSDFC(CBhMT(XndmBYI_Iyp5YYkDS6i>%nBK_XAR@7)NJZJXX ze$ACBUa9UZDB>p3R_0wM7HU+$TQtOaQ*H$}c4pR`znG!AkL0#PoQ<3InOZWV(3$$k zp6@t{iFz{|7kI5{)xstmVU>g@Yhy}8A7v?T(Kex}+T-BP6oztmiYs!}XEI@k< zqgD|_>LCjqvn9+*%c!r?2DWpBB2|IT0&9%)Bla;)Ru2L{l`dEv%E~l&F_JXNQ}Jdk zm3~H=7lhVg$5SN1_Jt*|P_p&tW@_umsmFwss!so}bMt70p5b@bh!)n6QJq?w{-zg8 z9Klml`ueS5-L+PM=ZFd@(ondXzmLn*t9Y;Mys;!JGete!?QkJ%0-$0jL|Vrx!(Jp z^=1C~H|!xVcbG5?9PPYm`@vfa#w)YZ8ttiz?Xl_Wg;Y~q;cV;HrcxB$M^4?BP7BmL z|Ewv5g=IEtTg~+jtQH&H?&5T~&>mLX;9xsW_Alz-OO^W2{&uUgJ6KXXPyAy|L-hz3 z^HRI)kIb;y&#vZQ{o~S=ae<5an`pqqH~iC==gEu)d59+ zp2CL*Ce9wJ^zcF4ZJFV8tUR7d+TOFy`2MC|kQ^avGi^46TWE^?aQM*MtZ(O!?7-A2U(G`6=o4#B&8G79?dJI3v}Me2OvGvn-~=lNoXOs`$;*A> zeJ=#%C{VwH->K^O_Ac$4Kt34S>GQwqbaAg_Tn(J!6%5{8wP{jcMY%RQx_EF#ksHdFk(OJZr?3>P~OLr!2HA*rm(NcxdH{ zyO+*&zg6*))em>U(xC?a;+u7JB>;j=V%3$dm4@yqX{}DQO42~wpT{Z#?hL=FJ}Gs_*bTC2eBPqT{AGoE2>o)SlUD3S z)-PFfigVcT{k>W3E_bJM)%0|2)k+Ai;9Jg9m|BXNXqGbc0L+5+&F%*F;`yM}TONDY zZw^hLZMb7`T5VEKBOvJdW0!OK$q9%sUfMB(V4dsnvQO9h?--a0YZ!Lh1XbL4D0pt? z?Wvxhy463w!ILdtGzEm&d1*`?<${)fmOQgv>o{SAR}5asUdsd0>#9^qF*gwKb`jX? zh99v_E3soYkvrzCo5k^d2|aIl&Z})w1}n^VC7?q?_j^4~lSOz(yfpB>Qj6Qt+ziPy zN3Ub&%o3btX63LBlozKBE^@EsGrVAw(h3vocIb||7uYUrYj z$0xCtfFAFrZAvVW?<_10^*hj6GPuqOBI(pj$?bFGT*Eg_5BQ31XM6UXWsfRz&z6LD z7Tn*0muN*tFy=y8SXue<&#|F?|8Z-sea_D*6Qg?yU1D7Gu6+i6{sY+6Uc%Lvi#KUY z?4~N6v0|CS=*?%+#Xm~&i0vuv%w5zli-{n;vrPN`I_i2TWk8RmY*pt}r!j{|ip09`V5NReFSS>GM zgW&EDbW;S=>-dPwsM5viD3Yd7-jgAa4sl_5!Ye!#0gHUp4Z%t+>uRggVXsmt;t-IU z+-3!=jV#QhOgpA8M33Z<8LrPN*XNEtcHWPGbg;GD(+`y zk6q!7NTI;phOVWqC4PgJ@XwsYy~Gpt76foZX>C0OBhYBmAWHsmCNPS1UhZP!M)4MSAorn?i= zZ%a|$PdAyS2Rw32_DVz4?iyZYvHX_$IW^=gWm$X7Am1?%xn!~KJe(OX)QIw%PMT(E zGO39vmrZKvlzBRhz4>S-1uf+^lsF)YPB#~){#bDHm7%1<=_rNp{Z*IdnD^p%$!`$8 zjoO?07+*F8FK@63E;fAyOlFHN{9=Q_o2h)8S79toQ~PH23e8E8M|ZA1l54isCM0`t zW2gGKduLf+ED1`hb7}a-cyK^82iUu2O!j)p&$M$E$c=t`w{B2Rb72;hqK z(3dPDa9$`7g~b{{;F%Xj2of}H!F5IGf}&vO(9S)6s6m!(nb~1u2YeoEsh8C3bG-yh zzwW|kZ?{Ja&fJmeYX3&gCYrgL(YN;gDf%R`NB`hPaD)ZeMtZXzY(}&nOOw{$)tlPm zRP~>2Y4Kjckcrt{MGz&J3@n9j0sWD-K{e~vU=+MHz zYsoqBi=01KdBUWoDX;_nF9{RvO+RJ6zVYM!G0iOW_G;bo_#YmXicl9B1LzQX&P_%dY=28C5tG$7EZAe>ymF_k$|HyM~uKj}xA1MOzbP1W~700-FyydSJkv z1R=67^N|t7$#an0W=RfpMc63Z5NcCK%d;jM_T@gX+ZAjXWx4Q_f=4@4+4N=>+OmUC z3Ea*ib=Wac=W|CMM4v4rUkj=PDr*=SU96_i?`;NocNdH(qBakUwo-CZJTGvW+A6+| z%HNxO5%P6Q@v8yla;wAKUjJa7nskOPz2q_A7=GmP8`qf{WH@XyJb2IC*jh4gSzXK8V7g@$QCwl6{lgvzT3LMnG?i{mRbcdx&y{S>3Yn}2`ToQi6uzjy^}uCef= zQoIiHh?(*^j8Lz^vd{{i*V4{tPQ4&++qmXVMbdqkZITg`O(i1CYh()_tD^%Tgt0m{ zG&lusp+F{ac0A>`t;6}zz)zx9m>5J2L(N0X9?3&PW;n`-AL;C&t@=3?mW1!->);?x zMj1&dV9{NcR<un7;IppN#k{*RRUt&n2 z6pN(kGqJDBvL9SO^RiR%`r`wP@hjM$xIe9AR7HdH9_v+>mXw5)kh5z9ScPo}JyNC< z=>+6p5kPJ}JuRNvHX%#HSrQqN1in5phM+ky@hcjLW&l=4dYBW!hDCIh05C_G4*@(3 z@Z%(Ja4Zgsz*DxuGI|R}6}zDhQH~`SEhQ0b&z{ecj+7^GYW45-6sYj~(KT-i6KSOGOs=g0{;3&mO;fu1TDjI!ym zVZ_9GsKahRv5KGtU>H?;WM7+AH$`DEy&D1*Vu@7fiTxbHmXf#y!YCC52F`3$FPN`# za}w9UB*x>6lmYKh`hC8+dC)(bF!$};4h|HEI~>?~?Q*#lh^*NpQip(!{U`zh9e4}$ z3j*S$tJfjniGUawJ~j??BA|eZlbe{fx&#Oa@Ijv{)p>Ck(5sv6Vr9$;$Y?mrXig$S z7LgUTxzM?>gp@=Skdu&zs>K8GTFM1-`y?ZZG7SW8pAiHriI6AoZUP<)>L7(|OUsj9 zt{%N4qFEd`534YO8ryJ!(FuCSM_5XgPRrQ?=PRXpdTKb8Iy2T%5;;menF`B?B|YJv zO-M;dJF!QTt-7pm@_~sH#52%YEdb}nj;E8s-3m*i+sy9#mK4SJPj5=5K2U* zK-2*sq^^SM!GJUvyhL`52$pnP_#-DUIHYKPq+;cAa}{4`V=>t}Rz^^Ij4lZ@UWF~z z3JV}Tv~iYz91Nr31mw0>auD&*M3v2oQ6ne`qYl8p4>v|jo!baHnGohoho{1WmvQ`6 z5{87efq8?1sC~R0&~Qfn zHM^I7P6!+a$%}c^TL8!ta0-|oaaNXy1uZ9tGYg7BSCtNTD-h9;i>Jy-MB&#|8S$7O zNhT1a?`#TIl^q&IZ-vp3IAW7gnf&=s{7&Is84*)%L6{CIc2GwN01$z%|)n@d|6Smz^?UIo^;pQ%PL`CoIc`%|s}RUJso?BQEjv&N+w{ zX!EGMcChxPOJ}l|ph!2}7ie$a>(_nZK{q~a9If?ji1~Y|x;XdsXHw1QFQSrYkw_}GbDl^ud8x2z2&x-??W zR!JVadr3@u}Kf)5nT6krmUa?0y1fFSTaCpqstIOPxpUc#;_FSMkq(lfz~r~p=i z4Z+vYvWxp|$qU3);J1fWTCL?}R9>an%Ug_3JwNGa)=1;c`C={Y%P+u_&SJ&`%(F71 zIRg6mM=w_y))a5wwK*_-^Qs(wvC{UHsAr|e`S{mAy}l_Us|Ig$eyXF)VzO_SN-WhO z;i&FKjQ{XnO&eidFiH}?TN{;F3u1Uc|Jzwq9hjfPq8zX?s#I_tO9Xooh+8alLJPz! zXz@4(EP^@})x-gdNMa%{8XCG)Q8kJ+VkmgE%b7ArT

)bP(4$fCd+}hmA9D>0h z2nPNjPB&x<3G(v`@bd`@2nYxX2?~oKHi~T6AR;TdNerPVr>vwXr=XysuBEA>xJaAq+L8Ckil8k$JdHuN4neFMy1 z)BR@V7M51lP6rMiI_!MJ#p}dLZyzGbH|Sh&$obH)@R&=Nuf$%xM!k`edNVCO;}$K8 zk&C7rAgpTbzI)GZY5m;R-qG3BKQK7-ZFppKY<%YD?A-jX zg~g?1u3az){>Lov|Bqq+!!8M67Y{EloL7Kr7mVjTc*7-l`L<~DOPb&Xjt6W~)rl5F z{F8jY_?3{FE@67JXCO;hN*&$5b%tx&Z_EC7hF$#svh3f6{kL6RkO&+Gf(Ms?u+aF7 z`8K-}zel#SZ~q+81!t_NDSq-q9-|V!d_7hfMXlR>n=PISB_cet>tyJHWvnvh|M<-A zHt&KG{p5XtD7xS;R#|qp4b{V}EWT8$ORt$Xg4j*)WB5T9U_j&F1I#+etSsHnsw}<) zrqrd^n(=!8EJ1eTB&HbPLb~67&Uj7)SNxbj7?XRz@U!{XTJDvrW$dYZJ@ypPkbCf3 za~q(^Z`HKA{@V2Xua1AFWJpYL#r@Uozm?_6|4$YE>hk-JQeAF;3_D5+X?>3D{G-$) zvlA!I6~{e@TLa!JWBWb)j+g4PE7j}LW1ZasRJjd2TP_Yna|O8yhOo+V!034%MecM~ z+4X2q;E8Txw^>araHn61U)EPs;I;pIz1@?4ueSlq_`$LjV&}h>o&LM*y<4iQAn-|k z8UA0gQ6c!VD&00^ncLMR&`)+Bz~8V7IBcx(qC9N1?B^Cu-?RGUdpS8y_@2C1AH1Fb z<-Q(vZfzUNEVKE>`#q@9B=X_77?JmUkm6dD=Qg7!lcY)aAQn))T$y*Gg#(>ZH2yVk z*s68un3s>J;fdwA_N>W5wLM#dFlKcfF@9QIw@=D%E3)F6xq|F8d&9NP_`M$fw|6p6 z$|K9gL3Eu?Gl4CCrfYR+@ye4z4s@eJSX|AY$9E|2g!>=Rnk-2-$#maQ*o^3?y*FEuGw;0Uh}L zfyw}9M|!e$mfZe7Lt_VY01n^=Qj6D+*zE-HB>lgPs7)F3cl>vP_=j-S`|oIXn!o>z zma8Cke`O;(|H$5%3eeKx`jGf(Xj|SpjqA}$T_@OPeiCUUDYT-E!Xdkn>vPw2Os&7y zd_Cz^G2diOjYvG7mP=sNaos^ zwu&Pslit!FTo#BU)Dq@+60Oq#XAujPQn^+w(0h$wK$Iyh{JeGwY?NLr)z_d`-LUP@H|`Byv>y zUIlODwtl>Zk3o=HyB@2o_~DD=47b%shDWW|I@{sv%d*Oa{x^w^9HoZo&}25bMtn7h}JN z0DK6Of8q06R?JDQ_qV|tpcC~kbOK}obaL~Ni_R`CIz#YJ{zB?K$n3w60+Hpy+K?Mi z=D(BuIq5GWa3!QaiNEP}QhvK(+F^i%Vy>=ceyOJmz#6lfM^92t9s$Eze156Vx7Bm= zXZs}Mr1S5gNH7bi1cpvCP9FI=`g62=bD5mp!Az}0t?SW8fy%{C(m(vl{g3PTCl8m- zg+;Zx3WKyfbfI!zC0F+80%Nyb=~HGkg-_@&DlXQ3{_gLpZmDCneo*vjp=ov=?xo*r zk%u0GN<-~;CuoD1qYy+e@l7~yb++bQgY7yxi|A)5e)6`V)xKG$5I5=#=NnX+DaSyg zv0g_-8SktY_pI(rjYlprK3N__tbPoj*-!E}LZ>fUU=#No-|6@!zWSL!+tcBj*LiYD zO*|#Xb@!@_8ve?v*}r_&CqxG+P(*rSDn4Xgp+GIxF}PG@qrFm}W!bv_TdH!QTbAnG zcZaWC@)uHTE1gpe;XwApd%cd<{U@$wrkQ-l7J69;#=phKzc!ddzbU?ZZJQW8Az=T> z_jCM@7)FD3t$uq>;f=BjRMu6*kdcB@heHlu8mx$LR@>FlKxDkyIp%RF<5mj@$o zzW|_LU+UR*z@@(fdR~GX`={Sn-&i2@e+T~{s43m%8|xzocv!H{2je>_R1mQt)ksuoU(A zub4+b@Cra)`bjO1?Eqe3;0jOzbFuD>R^qO%hoDwk7&sS#8+|TJ4Les+%N^GO!#_ty zHf(+YUlm0hZsm;_0Ogx-yD)1aa% zqE2twSH|y%#+_+rg$Lwozc|pmT-4SX-zQb~?r@-8+tpuJKUs-r7i=8XbDrKV)IPS! z*|b2TvihFi?2AipM|L=6}jzR9I;v+%9eGy}bQkr=s=K zK-?&by)E~B$y?8znuwHf^|#S9Z$~S5Md2p@0-gs-hU^CqBOUsw`a@G=c2-rfA%{Xg zAfZ6RR-4n^G1b10mqgBn=AH1mmlGRcNM-$#d)_5k>tfC(1%-oNF9tEWbuyB0s^oXR zjGQo`cW}kfG3(iFXCamOxA*OJn=~J77G*Pw-%VL%zcy)7O^1JQccEbr(_Rm*V2(n& z1_@WQw_2!(mXOXi-$6&bMsA6{f4{@ z1iMlVZ#j}Gw=?YAOE)e-zVx*21q^lw^a#J<%RR(DCJgh4X#sjAGKh?f9VT3+1%27@ z262EW2dcJB#tu_}$ks&$B8czmh00Tt*EYO;e|7Iu1=u0&V?HyIO?6#2T)RwiOwVWE zxPsNZg@{}2c#C;Aa?wC(Ugx&;Aikojp@=x^yWzMJ(|5sd!Bdi_u|9NupyWm6(t^o! z+H-PV*DJo#FIi^@?ILk633n8~JQoj0rY)>&IP~=Kv$C+E@=(SB5)#5fP!c!2Q*JDviEb}gKbhF{TuAe*!XzYqH2j$L+s%`c<)w@gE zp-v`i@SAK|oYRasvOF*&vr9^OcIgZUA|GBQt~WpCK$#!NE6de`$09Pl%p>D<)@Vl1 zczCFReo~Yua=jI_bR$2NS4IzKj&!g`I+~Rl6=yz|e498g{k1cDy`!ai8?kmuPPcM2DQK9B8Qc3)lPKtp;QNSHJunjyAHdqMEjwRdw2<5mGx!!wJP zC4Eby9BAQH&aA{Ef$f9a> z4m6NY?%(zVIO^1+m2cR^2SZOHkw6>Ap=)g%sP^DV4rJW!euF%7pnCe|5pq*$`%vcU z!9a|0YK3uTp0!yJgp{44xB`NvHly&(DB+!~SlZpEku_x+Yp z)ihMSdeCDr@z{%2x?Y+13&-7SgSt@DRD1N1B_LJHA$P(WKYXaXRTA@y{p0BRk;IkJ z1LTf{is3DDJ=?SYNL0S-GpUMiG>#8_eKmG%4qJaea)To@c`Y!~l^h>@%Q$A1q1iIe z=%{al#{r$r<25y4ndjYS^0TJbmJ_@j$$gvKhL*)X#buf-wfwSfgQtL5QLFdx+Utw? z_A%$5eY>VR@v@S8nUyk%-Rny;t$2%#4d$;`!;$+Cto}mW@3}<{nqBFd&G^Y?*TI(8 z`tLCZfhR88?!$%)AamDwx95@$ipsJao;%s~Y*@&>8tFa{DSNvwQjQ8m}Mu$0(!Y%?>Yetx-hc61Wyg0AVx?4PPQJd_JWt zK4z*sHmxxC+GmNNEJ4DZ=-Y45gaKIeO~t)4R(t^$Ope;+2v+Fk`KSXzizLq%_^eCD zEAy_Ep51#lzG2MvjMONV`LdUJnD=IUhgcDx(kB&fa;@^3L{3`0FiV;ss-2&FzyjL3 z`7Cx}1w03UbQB`5nKrGhbD)XCv_u8srGP;4mi0XfFO68L4L`C^bD&_8h6#(07p@nN z^>J^}x{m|({a7zmo=(qP7RX##<3MeXcAdE@r%LxyfALFLX#HH@qI0~Mz0P|rUQ~H@>(S> z#crDnC$DPgljnr4b0D534kTgm=QQ^3=`l}Zl@6t}^RerYz$`j`M);i!+$T`Cg%Y$R z=dS&;s38}C!Yi!X>hA)1Zl2fwSdZ2we?0>9-TndF@7XbUn-p8@fx`BCb&77hvl_f~ zS$X$2i(Hd|g16b_A?$wR)3+BZ_g#2UzLGiF+Bco?g#$Hf>{{J`T{R1%hOV<(pLJ?D z8b!4F4D3weKzm}OmwAD`(E!v}8Q`>OnfLYI(?>hWS3}<4lG-#h z*E0@VBNfa@YP@yZdq^$s$bkXic*bXJzxE3bM7PB*N|6_-XI3>1FL9tGqnFr;ISw>a zIV-m4EQlSJ4p`jV5}TM@Ndjchcgo@;#=+KIW?X%>>)>Oh_7favGPQa-!+m7kBxI2T zJz{X6H-~SDDP6%$WcS=uQ~7Z$wPkRQHzvm+`c9@c&>J;2Shr9Uz5A6EGLk7O@X+esgR^@%DuBa@bGI#l^AAs;y+s4 z`3E1qu*&QDYV_c}-eu#HonFbUYoF$aM+U^*tFm1+SAJ%3puK^it8eu+(k82PG@aJN zS+k-}z;vy0VEP3zz#IoEW~@uD0IW9v+TcJdaz7a}@Kb(%J3l`bmFwrzUzd^+6-^5o zeYTCv1hF%6UzeN!vn~G4c3-q9B9AI6gFL~m+J)g~mV}ul`7rEUC%N{@%+NT61D)8d z*%pjt1FzrZCk5Fy$`*((qbe9^Xp%jA%bW!LKB)Xy>;Q zxK7Xh%tM>+>R+3?YHl}By+SF4>pe9;b(<{REpAuE{J5Us3O{(XPWs2fj{BF+lU(nJ z)l&8X!R7gT{JgDJp9ZSBI}f;$2OF?VZRSf4W7dN&J_?hD7S-0!cim{m4`F^{%iS4X zfY@pt?Mt4#`OGd@JzFfpYKvbkT;T-uzD7Q?mcKhVaPPUVGgCDFaKlr}ggcRyQbxw6 z&zBAc4cygzu#YV=h}z(_bU2d(k$Po>uDmssfN#{0upE)u8GV31U;EIJqTYRadT*X{ zAcgPnd32GK(biS3-20GeV8gyRm4@~msQ7_Jz3)d4y^>uTjw4Ujzo;E_43pVR${5Mi zvAt+a5s3=kJodyY9KRag$q z!W7C_%fWdc1TcYFwHUd zM(@$hKN2oJ^DA}!e)rIZn@MG71w^2snbvdpcfB$YH`Pz5oq7M7H+U7>RBGs|<#AWE z&ER9)PjUXUo1ZQPKZxhMYVyrgZT8}c3!9eUZfKJD!MH883!2F-_df+p;jizxO$u!; z2$Ux_4R4g%aHo02Fs|?kO2lG^!#^aR{XafR1a!dH_k8Z^G9i|)e|(ne6QCtCJMpeC zbdQ^HFWM{1RK`O{d)o=0Y2{DX`I?NJJ8UJ4uYoa2@jegLBhT`4ro>Q=cq*`d012m57Z}n?LbgfJNM`A86Lk6Iex&``vpt zWj@0R$zV}?dWYj!9u>8kuiyPV-&YsYE|Ie4i=STlaIuT}H5?exUet&7zIky(rdq7* z?Z-X#bdfM6P+L#+G96&%&#MPKIgs|dH_np+k4l3(8R$uAjOkZPOYGQp9qsjp?70w3(bM0ucE98=Jy=t9dwmH}@b#3q=tRL4&1(4aVF#M7*~JmPeVb2+ zt%6o|u)3dH2(%j3qqMNv>zi5LTvb0M@{*!)D`x%h95?bJ4gdA-?oHRegOcV4&PIc5 zXgj1aZPWG{Z@eR33L5lQC6J#xxbu${+_4FI+tBO2uJLTvocP%FwXt}MVEsh&T);Xg zPRcpt@WJ&J<^H3$7-(m$<6;6N-;b|~Oiueqigx~5xW6jTEPr(>p<-ol)o9{8x+3dU zkife5mt7lXT`!cs>c!TkuZyqkPCDN+v)%zZqc4rJV1`~=#*qUjufkhtg<82M1(rW# zG&GMa9fSo^-=x>M9M~U?@x)eEoiaWnk2?@a`_hqo=b6KMz+8vT&+6Foot+wp^zN5= z?Wfdt(DY7}`sc83ZD;gl)y+=xcR^ob`V{jvD7G9sx{E(_c2r&?-(g_m-j4oZOnp>; z(XPo|T8ARu*?$tW7XY0bGts`(v|O#iF-&vyYrqejb8kw0$epWxKFLp`>$g2$%sh}f z&}V;u_p7vKA)$6D3^#Zd+SH`Pcs6Kx{>rDh{d0okdqi2?FNMJf6+HocRrSU zvRNl4PFFH?exX3(HP7ZwITfcG39sCi(x9h{R|ik;hXke{k?ZfzmYy2wQ}ExU9M%mb zg!{mk*p(X;x7IVx_{IjmJ_AqM#Jfz!J1-ckncJ!-CO6NlZ>D)%#BAst7q^Q}R=_j*-y`q-QSAHv zvm&sSRAI7lb>YD}`LHougW-#!V-{Ks1={b>84KApN~s>g}pZ#py+%Jr2+|aRh7clI1P(J*P{`5S<==+OF^%LGLNrE-Ly`~ z$_fbV>>zdg!yh{K!&-a7+z55{l!<^+Nvu+dNAn@dCgb7w*R5<%Dio^L8y7bn&=7tS zd3+2f`hHnqjg-qfW8Wj-t1o5^d2e($6A?_xRP}c7?@P}6xp7NFA>_JplKD!R^h846 zL8p5|;-Z-8p~9j^o|kFe_-l->fes#Nk_N}q7##JMA?2i5rA)nj)of4+NrcYS|?vxkL*a*>@!cj(Ox zmn)B`$-Y7c3iP`iqFp+C@mysj6$V=_5-TOL)7#5BiQm5oJ45oh*3AwQZWffu z8%iq-OjG|6(vDL}<2v^Cy*k7j5y5fA1bOv5&5MSj9O&+Ded#)4`6idWDWjkFDQT45 zDjs@oRKGFEb3oO^x#uxP7I)SmC*0}8y+IML=nv6%9yk0{Xcjo7ROq#(ru-mw>SFb$ zLiK#)NB<(D1H&(V87^ww97tv?U6GaaI6^id@L$Df)p63)0(n7pI`oox*^Paq)|36joAIYGV^|J zGyJJJsUnM_NONroGAF_Sm--XwUU`lBXm2p6YuBhn6t7@{Q^(&k8EBE8nNQq5n%V`{ zNF*JYUv^5dx=Jp*VS&-idk}CcEUs*4Ynu8M%#Uu3tjKf4vT535mp-9HIumMH>hQ^> zrJ(ZJwE(9bzV`>6L(cK$bvY=8a-Uw&%d2m|6Gpo7Bn1_Ve_nCAPVo(6+~H?dzgNMm z_1d?Z1rt*n|B!-8zVXg&x{E<;+i!fyD_+|1Z51DHW>h!1e@F3>z*@E%_OA5igq%q0 zUR1}e7q1gG2cE^I`CeKc*kuMc(l5hWkEG$%FZH;-jgk3ysyy?xYR)B+P|S9>wJS@rTP*^EIz~9v=&JNM8zGCARXvPchq-9;TjrHdKfMjW@M1(gdD-t6>W(~L@zGX|2&kkagGuN6VpW-xVujmK&h|&AI>KnKZ163= zBk8;x5BL(D|2tYTlJr$rPZ&y^$sXCW#o8_vdhZg_rHvCr;eOGDUFC2xfV!OW===k5 zgc&nPFOGH$B?|V*f8|3m6ps~T$hg!1LEkl=-sAtOuTN5V^?{sP0 z?b*uvJi&e}=EO=|yW|tIXOiYe74?#;n_Fk}Xbqdp&M`i#AHwD#zP|}q2q>Y-YbV(o zkFKZoY3$$8Epe+7vW`0}Sin@CKP;Vu^$F&UGNqMn5)U{tfPw!KtCF78M7Ui}ZWk26 zM;9*-B}b=B)S(5J2$n{()Dg**!bx#4xIDnrweWW=-k3Z)MF?4U?>{2m=PQ+@`Z9sd zCvfwQ!t6bYT>Ogzs!J!?$8^GZIMAB!VG}RUE~HxGLZFI{<;U#%heqxMZgbbMTs#o8 z{>_72d({8SX?3T`8V+O~zF5?h|MZsS`Y8YP=*lzx6eyA&6nCcHXt`zU%NM7@?ptZK z*;Q{B@PIAH9I+X=t_ijvOe=;0E(t8RlBZK#c!Ct!qHpNRZPzcycLW=jJ&o0u=C`Bh zUOej%WbZ~;JQ107TJ+W)u$?7jlw9M56{wtBm~c>1D@j^?q;34%Do1KByuh8$eJ*zB z>xGKd#hed?zJ-3O-95@Bu$%5X$;S-a1ltJzn2&w*St))t3*Y1N;Xp;)`={4)Y}bEi zOOp3_U%#AiXM$Flbz|brh1VYxiE_P$y%W$RjVrK_UiPgsD_C0^ShOhaQ`zB zzI6i0x<3T&Qy{YTA^Yd~Zyiz$XIf=&t4}aRp5wo~ONdibyS$PTWN;P}b}NxJ@dvtm z<%_}gb0QknjJ^7(IOPK4nc2kB0gE^1*RUo0Q8BCA#ipLQ88?tKmxoBT>)$N&^f^$R z`SobZf|SqNv3n25T{jaK3GpWTJ+Y6w{1!|zn=lVnkR2$In~%JkzFS3G?7!9_)=D!a zhlhUwds^g;7A5${POv97>W!6FvfZDrY22oUA^d*P`3Jk=BAkk?T9^wY8d1y$WVdpdAl;c6`B-bH86F9<*(5N*d9)S#ErIm4Zhmu z#70Pl$rHz-;k5W5fain|6p8W)X|-1E7mY^3~VQvnA3dPla$^W^oJ?6-3aRf_z(2@Cty=Py%z z#&AN^-6R|Q^ES#RUiMd3Il(`N=j$@tW0_SM-wT|`qV2`ECBe|QUzXr;f-do`ULE*E z7mqEcSu|II*S!+RKl@#7fCU2T0RzIo^x?Rcat0N$whl%>sTsL=+?9cJM2X{W2Kod( z85e{0j$=FWu&m7BQi=69qH)4zTDo>W9C#?gE)Glt#g%1-fCy|n4GQK@0rgs(WljnL zI$DPizkm;I8yber|CJTj^3)8{Pqt~4WzzZAND+jQF)N%Pa)g}@)@+()WLmqjXppU( z_LNNuXaTgR%muUJnqe{K8?{KfI01B!IVr-C$AdjUwQc4ZpxV{Ot$@!sf_Gdqyo{>1 z^1E>eFh}X*D=E@M#!3D2rSetzl;@G7-B#6I09>aR7(P|<`TCALQw#L18iQ6TII--Z z1;n_vCBK9j7U4C4+qjC_9f|r1!tb%{h?;YRBkM`4c(WSsjWQaUpmlD{iIXE6rv{nT z`18pql}swTfVF;EndSgDc3U=UY?Pt%dySd*g-0Rj06~5Wxh$MW7r?$faIb$~xLZky zBRtf}rn-w3hL-ct;y}Lo5l&`1RiwGfqA*z*8_HRgH{u+5zB7VlmO%y9m(wBEBk6oi zrLx(wS=XTo;}U=4tQ0EpG5?_XIDoJ5a2!qB+-MYf$IwUv3xjM@ER^QFx}y0(ZzfNy z-`l+V9U}xe$WBkRhU{8j0RNg>FjYhxjZ;tH+bCl7R2L*vPts$99YOiTaP3JHc$S8G z@QLBakd4q5r8z%D35bufiyn*S0)b!SF;r9KAd-vS%eg^wv)%F_K8D6~QDBMkPvR@) zU|V!kI22-0D4Sh}pt!iU;1(D&bOCRwza0-n(E^cri!KoG!vfL6YJ?0`@ON5BVRSwQ z`VI@X!AyZYKoLeV3ZbnC@1$m!8Nv}}PGmriFiTP>y_qNKKrH%uYRj@Ck7p7UUnl!3 zhX-#%0~zmuH&aAH%G@CNw#;KBN7%g&j{YS6OsiTC!&O#P<~n)VF3Vv zsL;7=m^o60N#`B2F*lR>Mdz*KPoqNi$kqG+0B@ziSq5TUj7^a*i+?#cj)aw?Jz9#* zc1xyEUGY>L;?A#J(Yqw=A2^{HGc9Btga|T6j^PCQ%_H+B%z+KVDb-c7!xY8&tQ%A) zgxIK;j)w4D{@aSkNx9cS=SjN(M!-&icM2LRi3R5JHg4Tca1y_zK9EWiaIuy1KoABJ zNUp~%`pt>-e>~G}0GsC-h;oL~+?B1s!*MMzZA&vlbcQNLj-+ir!j1vi9tUVT#+Da+ zv744ud%G=tI*TGo%u0*LA+yp~=jpszX*WP*m~@jxmQCFjI$yVy4b_0oE5mFQplRdk z7%F(GEdkbkg z62Z3ay^<10)R66iE^&mJZOLwgw1P~svsaO@Q06L0+ZslPLJYO)!3+I1mKjG^rmJm zyKXNK*p5zJwnxG+h#>nc$|f3y`RW%#po=1(GG@_l-@s1Ew1)fvMTVeuqo}XXd!`yN zyHI+GzG#`}d5s##Iv#0sMa}@g!nm$o6JRfBl|>_>{blJM#AN~=Crr{oYN9-3s%e7@B-W4H=O{R3gX7!MsEBN;f>Z|55=t^a z{vmn@(YVWK(Nq}KgY9P8kG*?@DLN(s`L# zRA{4O9%%hj2_s!xcw|w80r}D(S7BSQxgFQc(-N`Fo}V(;#tA5;o<$MsAbmKx#0w-8 z-U?6&60jKLipPO`mtiR2?E!VN=NV&wWxaai@NEfEC6FHjQ2|QdCWL4DO!hGNEC*Er z15!={)mnWS(nXa2V%BLOVcO<=I}s2Yg_`5;dj!?VB2qmwC!A3{Ww z`*Q)_-z0H^ii8+wP#Wzt-NS=uAbaihGW31G$6WHu~joGiEkHwv=DGk zHU>OWWq|qzD&1Zdjt`Nszy#n&wL)E(taJnfsECAw)Qph4Q~`t%5f+FXND49mWqA0u z4Q@kQ3KQW?5uqBOt1s*Sq{9*T6mvUBH^qj6$!6B=7Da_IdD0OSe-sID)>Z@_$S+BS z@Z2))Xs6K3!=mwNV(5HeD-m=~>;N-aV0kRnmF-QDObuwek=~U7Q%a3_gzmQtpy5!) zskasw7g5@_e4vejTbSU`7YF0Ff`H&H?UDQxsWd=kj>JYpDpZn+$3Y8p7H*;uQfZW7 z8n@m7d|_&Vu0l~*78>cQacuF7x?R@)kc1kwdqO}2QkYt1JmndPe!I6!g*m#{Q>*9q zhzKt<<(Mw`!8jhrkIYIMVFTXBk%$oU6AEPp$;vX&65xYblihHi0Vp`YiYhpVP8D=9 zPE9Ql*^5sG&1a+;v=cqTzT4ny+YF=W+PunE38C{2r>9u4(=s;J?MF-mT)M`aL5RD=ffNOR4K`q3o+QvxokcHF9b+Lgh7$~< z2e4Da+285#nd}`XU65l{dD(A4%^6M_zH7lxk)`Uj6kA4)!jQx139WZg6nqV{1}zbT z6SATaf~@L*B7r2ptJyRiBH|JOR^`@ZT?6SsTvQpuep3#kl z^qh0_6k9&VBWqh0jd!Pp86s80MHdJ5f$pJDusSW`CIkVrb(39#`=~fey5|sk zq${yLEm|nWsu5sJ*aZa&kt$V)k?6uTt|CXJPLaqcR1v3|{;wAj)A?V___GH9 literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_23.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_23.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b9013e4947ef03d9b8aa8314e5e7b319fc014f7 GIT binary patch literal 13611 zcmbWd2|QGP-!Oc}*s_+!zGoYXER!XK$}*N1qLL6|Ms`UEBdya|Vr-LTGBdV9WKD|} zTN1{WB}52WvL(yRbEf{+{oL1ezwi5bpJ#mH^gZ8wKfg1K&x~vA9a!AKrl=*?!hBYx#JaY1ns+*<+VIQZtUR_5*85^Q&3cbE2|)mXzS?e9X)Z< z)XdxhY3Xp<(do?DbIzV#m%M$@7~jwW0R3wg`1`M6|6$iY&@L8MRwye6(=G^0IQS2`kCjbUgI&M`#c?rs{{hW7PT27W zk1F2mk<+qY7W4?|<`R-ed{y|#H0_UN|NjiT@qcC6e;M|_?HU4jpb#*4(0zarux420 zUtB};FF(C%0sbkjK~-X9hs}l_UJ{41NHXvJ4}iTNiSufAO#z7IexfF!TKj{x9jiWi z*ujr7Y`o8(>~B?*PzB)|((WBb4;$}YAp6_=3(x=p_W4tW9Y8GL5ABe4*B{#d1lWUQ z{~s9Qpt%1eVFG0S=~fN+><{uKVHRFc&_;L7 z{W$gy+NZbCgQkt~mlQu#R3;EyxVGVgPTHu-`*CiU#8sl13`{B$(vE%5Mg__I!)XLW z8vX|f6x+VQtYDn8LfywF&$f2S#l?m$f)$aRm zus@=ewHp9dKj>hg=*O`SF%xR|pMMu`Fp?~r8XJY#m*Zg~G z{&C1Zc?i~c)PE)7pFsHAG6Ufyjs_K`3|fw#s7d_`;ytXEr1r!g<}cX!QD1Q9xxw>_ zDpVEfqtLSxQRx~KYbs{A)VxDylpi5WE}K?F$P z1I8-4XqsE_#dF)kL!}^AV70_okMa!jj0LBf?ka~FZo%uXeGOjwRx`zX5>ojc(;E@f zcbO?D`;a4(VLwxl?%BsoL8bYrO!!|xAGEpj-Zr^`3YYr9{9&QDaIY>%U2qNp z{=NRpyaq))w^b|s0rO+xmc@Tq68!#4(g*E73jM(bag5Uo(CdE;OZ}hl>yv+34g6*G*D0U{nSXut zi5Y38@Betw$ERA{uxOfv>29YQW+JOFqj>pGCXd3Kj9?!1i-E0LFpoT(hUvRx??0gX zcVs@Ia53;EVLp>gvY;aK;<$nR#Q!@EYzKu?lZe+aQ{E)QT=dvI@D4xC;B_H9O(KO8 zcvR3gQJjWtlSuy8|0zmV3f_eLBRmP_LHUDYj?=LBU{c97i4jRKvZpZZs6;}2(x+%4uHpbBKMgPJq% zhYZV3xIWIah`Uag@pzbW{PghW-eF|TGnt>-2}WODnHsHiTgGaf%6m^d^0a+!Z{F6l z6$ALLN6rf8_fcz39MbMb#2oJW*12`jB{ot?ns)1_cXDTy_50W;AL&V}oN(!i)bD;^ z3p;)1T#wIo#)Hto#Icz(`)H;-iBAe2IXtjI8r}=K9ITDg{^QE~gd{Zi(w}e>rq4H> zIeEQiIermYzyRJlMlk>be+D2&KQfKld>(Q1^U=H$3W&|;-q7|ciOD5o%P|J9>w7;( z+ozC;9s#1e?<8$@Gk`sgGdn+P!Rvwa!}kLf6TEP=1DvcJgyJ_lyeD(jU#4?Xgp!M{ z@5|aVzV-uNcP_VrNi(*y!la=|3yyl;U07Y@-yBFid_PR@c;=6bzboEZ#XGc3s9Fa& z-WU$*{8=0LHtp@lH3qP0SgGEthr=F@UAp3}B*&0o<%)0JKi}W*}YVMa7P3q#REX z-U^a1S}3}UNt)o^r5sL?7X2mwZ}=gWTM7ztB}JWM0Dt7#OAGo+uYETf=U@Q1ayWgU zkK%V|gXBLmWgsCvpG1FY5oUO{`J5|@i6{@AV9|6EnT4WME?MN(`d(0X-6UQ zPHFk>a_nZw%Dw97QwK2$SFwIheg{&sd43`C=TD~xy}EK%NdlVJj>x8Vvt`Y_UQYLw zs(JnE2Lt$dI&V3BY-@|cre9g^Pu#Q+A%HOzYN^S-H>RQhF(fEH`+ zEkS;Qs1wf=55~I5JTug%3(V73-!Xug*IR3O%NcI5o$rl)%`<><*T8Rchf0n=7trgd zH|lk`DR#U2xgJukqy--%(H)tSF(KrW4`$27Xa-=k7gV^M{!;d5!lKdS#Nnd5u?Z0m zhc3&cC6r0*e<$ubcI%+CZ|5|tRh6DT^1j?~weaJq&0ATsM$4I_{J$gJwl}Ksma~|b zw%Z#AJ9rao@Z{)W`1r&a$7*q6&J+LU`D(rSsrb*^krQcizhh**BV~V5#~DBdfdRbs zNZuS;rN=nXcX6w$g}zOE&NF)BcV~sI`f3(6F9>})_FW?8bj)`9Pj0O)qp#X889?4m zknA`)P;4yq!Bvi@_b$hs=k>gDzh((?dn_$NMDpi6(J#`wT8{oR;IxmZxVb3R_e6x5^^PsQPuS69+fB|O2 zTIyY90Givkyu+oJiN1NOn`6IbF-BhzeMU22o{do%0N2;fJL^t>bafg3vb7vo$=l)@p?lOH={gc7Q{_<6w*5?f z;k)att}ySkehanh`H!(ma@pA{;qDs2^@~SnR|yyx1qbU_vm4rukWk}OF0H`U%Ixs?d9{j02BLFs(0r$ zM6KUiLfXiHw&D0XZ<#mhp){s`?8WGp^mPo95-}Z`USF?7f4=XW7FvvO5g*ivPt7x` z-CaM|GaSL^nKJDfSuz5R9|d#;X5bInaOUwA+ zAc0NMv~t0QMEr=Q9>iETT)mLFHDx~=Ia989$L#U88+J);dih1YL)yy*Y2@$@W}(DQ zUACILxwS>Bc5^^E=y9OtlZ-pbCWk}R`9;3%1)5`3F@VwJycy%VVA?sOC9=z7Q{QgsO=7b&Ytm+>dE3scJnnOu z5FN?@f(5}T^L<0mC~uiRs(yfb@DB3)YJvDYWamSr-Hpq6N$;NDYR=i%Hc|ajCyTtX zyN3ghZK#YeEcTaudY5vP^85?oQ|NQFOMcRu_J`vH!Q-_qITzM!Dlvbm3Sc13>uy#?S|L*U+EIx?eioGJ6m& z`QL5frfp%nI8y~n8=m_E*f;l}JF87TzDFZyOHxCVr*GBlwh8QNx9Y366%^SlXzBG7 zb6_rry}@Cjt-$OZM1h&1SMsh4nC0%~8#XWIgc{u zY>K?|+M$z{^thKEqN+CCf311?4FmA&xoW;U);oY$JxiGt8#}mnOz(WcJMmL`90QVb zKb+s;-SK2yB&)n{Y~Vs8A7&We6Jqkk%P^hmta0~v9#*}G8au7Zl5 zUwT(<_R6to1q65-EYYSsp8{sZ?4b0flR|qonDj> z&nXl!ytn0aGtz4Xe^75-IfT#1`B=FTlW2e~wt)d8i3O!fY8s7umn5ic>aE<&#frAk ztEOpT>Vw=mUAir{k*;scSGhXtyUOAUZg(cz_6_f#-S}s%@Xma?()zIpXm9*L*o`UH zt}7Hkl?do=x9nir^D$`L{Yyf900ciN7>@A1&-URSdA7*pyl&mPXtC+7l4P5Jltqw22kcf=@89tRCjhRWW7R~O*@~`_c2IPvvE-pqt=bX${!bBi zCxhRX&!nEKJqGW))QS_lxo<}wxzqM!(EDy)+FAGb-q24PttB51Px-YFTxPf?U;7be zjoW*WVZpMOA7(sAdo{0jY=P|&{GYTf;|gCJQgQZE!ajQnX;D*y&Fj=AcCUNMhPRef0cq|b3 zz;@g9waIBUwSwoDG;5CIRpPMZE{NlAlAT8IDUo$j=x91t>RD?E%ti)E;z4hpjHkYT z_tR+7x{)Gd$C`&uW&rK)$G~nah6+~G&2{?-7WaubW2s&jCq>Qrc|;+IYa`J5QXzF! zZmZ{N{7`Z!R6$Go&GxL7&x2eegD#(}=N(|5_LY3mofK-Z=lbtEQhwkFy4G{9J-b2Z z7^TN(znNhNa2Vz}Z`1OKGSi>Ae~;IN_+XVgDy6qkn^JI$Xq)`_z8f$$>Ewz0k!Vb~ z7?2Yfus7vdol-f10W2JRgg-T&7{c%TMAOy;89%$##s2VetzXHWBsqh$Pq79)M%86T zvvZ z9fUVllBfli7>UCh-vgG4KEnGUSQ>v&aexbL`XSN!Pq}G_nWVdudx?(~i#_-IN7cn` z_%Q$#paD$sp3MyFxN|T1gUIsWBbFFd=l)mY>kVf-={*n&zK00!y59zl*W0UAQG4iz z_9sOas#TYMobh@iY~YD5;D{h5T4l;Ifb$3peHG#&QR%B?ykOXqM_7F!5mODrDxcK< zJ?EtD7jt4q88XyfHv6Ub+|eWGM}s&q6~R{-F@oD{cD6o3yc;>tP=uw+!(to0ZlQVAx;NR}!$XG+q^i%;1umFomgk5`EL%rkzLW8uZ}2ld zLU$y%`Pz7tqw*2`ED3dY3JZJpe3Ba#TJc?TGs(`P?eaHKU2$;Xe9Qm>=8mEHi;`R7 zyLblj3@Y1yee(u0a{A#KtW3y|bw1RBec`JP;+?vc=+O+8K|8;2^Ln8%;Czm}c8`-SBA zgC~ogcE@H&IqoT4q0VoD^R}5@TT$#+nOB@8Vj6MyAM@)^y4Xb6u?U5MYEd$JX!4uN zX)GzoSF6;Qw}0yO(gV7nt#6+51#&-D>1e_vl%A?|?2hE>uCmz1qV4N2eZK5g8{@0x zFSSyxwa~Eg5fno&@2%|K^mHAal^-_@Tk5}a^!BG^+$l`68hK67SJRA@x>g(z=JeF9 za;UoD7OTL6WRA(YZ@;KPdz%sRJl)Q1S0mVRGRL=gc%nn+&xM~!9YekfpY1j`-Qv1| zbUnwDqOV`;ip_Ki zARJyEvo()Jec_p`gSkiAYdv$X(KKXJ+;O@g zSsks+*%Aq*Eo~G)BYu$;bJ7fpen)y>#XDd>_$_U!AZt?SPs++F_auqR^<)GVta5F9 z4}@9sy&*0qgs!)tG$8Sj7j8C|U?h`bm-yenyv91KJ{Wdd7J1#W+ z^}fEa{I?~;*rUKAezhD%Ee!K5)Iq$V%Jk9-#`#Jo~+JqvSw(c za*d`9Kb#i&_VH7Iei}k+pO}Z~T1>@Whn%MVEL;-MEq&^yI}(cL*>(!t2r)Y&GIWgo zH6 z_@n&QCI>u~JaS{lP3{)2j5=gaKFCUBsc7b?fI(32R~itttZBd%gS-||s#Wv{KDS)5 zD81TX)c(Nl2j(klnh%m=3Q9gKADkj51u+00L}S{x|4nX1!oK)cdO?=BrH6m_Q!~GV zJkn*sJ+OCI?v8qx=}d}O#3z-We%^mF2zme3IhLKrFH&rK5M|i9eyim7$6aEDy6J)k z;gK zfFStB5SnhFEX}t-MsLtjXFYorF0=loWu+wQ=Z?|}A|khC1;LZC zB$1jrZ>Dl2qyt-cY`iy9u4v}79m^z6m%{4#3Zu1P%-2XQ2mtde7M4{oW3=mgY8Qju z!CCi2(N=RKq$oYwOzsi3Rog?Z212G4cV0y40vRMQW%g;*npekjOy7aAx|iZ+&X;4oCtZ z!h9Jbitx^4AE7Ns^=6TCdx2$T3`xv|2EkzJnG>O(yTkx4VU1e5ah4*&o|QG3-g*-F-4T3m z$ZTa&?p~T=kh&fNn5PS#72q>@^B5EJE?~_mY}_bvCit=NwTAp9A^S^S9#6O)yy3vx z^AJbQsV*IO<8(c2MBRK6Jnnh2QF-Xc(-%J7+&e96g*?XtXigr%KTZR*NyJfve??!~ z9lL9YtY1g!m0o86m+nG)`!GkibrZ!VWTJJTuGf_s(%wnFkA1Gf`RK(tpY)026&m7J zZQ#iiSH53(<>npRyV9c>MnB3oCyLr9woh{SS&wG<#U2_^-8k_eT{qyC-P4^Wy+e}% zf@zoh!pEUzB>(nF<>0#uT~XOYvJUR>)Z05lT06SZA4nGYE!yMKziMMGV?OOUdB%qG!KNII!tL#)ZE`>6H_gx2g1E|ybpO=5) zlfGdf$U|OgCtmAz0uO$#6&j$-_xWJ!`4O}`h|S&R$@wDrkwv-6(4CT-&wpJ19jqT!(R47e#i{3Q zXpO^~z3;ONN_J0-4UtVD{-s|+r+!#(d-WmJ7QI?AXXD$%pBkyC3F(W5!S^qHxR=;e zlKp(05_{DgTxcr~rnYq+$T-%rLJg{T7FD)eV0eFzw7Pu7T1o2MfI~{SiqCfZj&BmI z-p!4Mm6WHo(<{#e78gWg%=m-N;3An)gcm5}17q$Ms#=so=#sfq6;QuHKGy4r-&m)9 zOUjUsT!V22T+7G7MXKyk#@zLHj$?FuMsXU(?3fT61yw*1J)Hp?heI+0oz+LHww%?V zz{TEaf_ILE3!g@+@t)i3Fxp3bI^kx8q3x6zfBCF2CsL7GTb({_{6Jahwd6r7o34Tv z2aw1_>6p^BvaAEuPip~{7LnN&x1SU?ReiJCXPh4m26xYswoW_OJgISee)D$TW__#M z>a1fm|K1v@gGL#8?8o(5Y76_H?l}|^p?DvdEli(2Ax}djMpd*GpiIWY3*EUiY~(j! zq}&OtFw6rFJ{t0%ER}gMU3`#7ZhH&@C$rn#!giJT#$?g zz{(*LPoW{<(v~_ph4VHu{dk>Hz(8+N**Z5(xWj7Ijx{&1s4#%z<%!#CRBlsj#Ifm2 z+gF$`MLTG~j|zrHcFEkT!i3}A+@#_4biZ|X_&(}l`-(0B1o_m&YH`Wa9fdA1mQD^#{o7~{xEQj z0lwV8d)CgL>X1b=>KR5*dCX5KYnigJoC-}v;+(C!)SDF4&?FX|as-KWM;SehV}+5A zRY4Yrx{_#-s#|@Lxftp_DZ-chWWK`$=m9JWr;Og~FWE*$8_q_olZhw9 zt0HMXq^jyjIKa4YV1)|iH_C#yeb-r3^_-l?r)ZUg#FCAx9a3L@g!Ybeby5ostj-M_ zin(yt@OEs@nUv{>V>_SB3$7KRNf()+ssb{}u&PYb@da46eU}ZCCyIt5+BRc_QV|~b zC_6~%cX%5@3=Yhj!t7XP`co0^U8XEN-9!x&(#2F$rDMG>x*(<^$9mnnAm)fVG7*52 zIfn3JfTad5h%B`RjAAgKH^@@Gz>psJ8at{xNE~-GoK#EIDt89#2WM?&MracRwNt=! zGS4SvGi0Oak#bMc$jGgflgj(n=VG~L7Z8unUqVflMJ1}o)Kjl;=oP4?@kvd1(6$6+ zR0Ere2X#Kw24f9>ZaJ*8J;i1zRMyH#R3w;BHH8fP>h2`eR^Jxcbp$+rqw2&WKh?vE z{1^IMt{j@LixDjgW!;cYlWjGy-x(!27^|@#fLQ zY7&8gvU^dWlU?k`yR#$hSnM>cka6H%M;0O3)4=jvhk3*q@A*xe$bfl{V)w&hU_Vee z0DQ%7=C0pk<&A|smAXwtDiJNg)LYB1T3Zmi+~3afAn9Xw6vT`>BEW0k`&*e?T(ebQ zpg%rVo-&Df85tuOIdBTs$8xJ#Kal}AcVT#N;v$YBO8C>G<2vY5dACiSdJj)N#WvJP zBnk$no<3r8RsWL4dH;y0IyvsOGUs#Oa!<&YeQGIILOfv|sD0+z{_2eURr_m#&M7z& zmkx?}3WIGZ)-nYh>rIf3v}6MhZM+lFO)~r~>(q%}%N>U+CQ^081;7y%3KfH?piqGW`au_%>275rKR zcA@uCab13jM9%no7(CxOSCa3CLN31}>tO5ajLL*Nv} z3^4I$N8?NZ*&Q1-u#nBrKue8sFp{Wa$1;w>>Z2Zjkj`o#cLJwJVxv$y6iop&bcY10 z2~dlk4V|@amB>}m248aW&lv9)YH{|Suq73ROHC6rNE{RRq{x6Rm+4Gy`xC4gd;&-0 z`yLx=p3mpgezY_)U~{Q}N|BS9seI5mi+l>Ehd{FvGR9jvxwMH}(Plw_o!as z=Qkrm7O(3Wa+J#Q=T3;oDV{q%ne79<|8?0Yp5UmreKwqK(NKH!$?*Kl%dAXni7l53 z)d+=)$WKYnWP|a$%fv%$RMH|-(H=nlmtUw4rX5o+g4#W`cxV((~GeTy&PY{`yp zBe8X;%H(5(5q9tn09F-jf&d7Fml&-jV{TJPG>P><>QAaJnF=T#LYGXHV8I|q z1=-G0FvJca7&IgjHI&MZkL-dFwXEX6G6Jk=w73N`W$X>S{m*$T3#a|dV6U@N&riX* zi@;uRS$bLsk8}ykcc|AbpoA3@nv?nEbE{%t9cvA7Bo6z%duGjiKRP{`f7xm(_3}Fl z>&@2Bj%|-ocU7|k+w0c8t3c&g97S$zEZLCw8f^QjcH`CLQbm5p9l3VFIixv^0bt8Q zU8JQ5xtG_RF0N7Cj}CW44t=p~5>2-{R7wbP2ZI>|Q0A5{ zICllr!?5f~dtf3S2XE=mWXC9jqZII0GyE>oO~dktY0O$BMY>{u5qoT8H#3o1DLe3a z8dmscekyy8F*_VA0=Uu;xcBWbQ*H$7+x9K^;0C4276v1eP8hQ(Duah1oS_zA=FOiX zaegnHAe!;2gY^PZuqmj5t;-`F2Ur@3IctE<-?aC>VJah(Na(WRm^X&V)BM*-dA`no zE-ZjTMl@c<7;%Bqn-4vmil|2bUR^N+RA(u)j?|s!dkQ_B?BdehpNP(H6d@C}%#dKC zdq_Od5(z{jlJ!@uRZRijbdm4Mxo$6w5CouuVt<+d4!)zP?4Qm~Vy9~>0byUMZ)Z*t z*>0-99$j5T=8p%@amwUYt(@yL7;wE}qaV1HuCzOsD|z%2>meCO=xYbl#z}!8%&{M* zVs22iL(Cecq@1_cOB)u<#Dg69rhnwu|6Y`@3t7>Q=D29h`7pJ20tbfyRUV08<^o)< z%5c(gIk1X~N2F^o`8F$e>983=nic0Y*>tINlVn>#b}yh&9N4Kd<6 zt~^K?-vH|X7lv5IU_*_m9WYKy<;ZU1CTeH3j^28HGFl%It;{CTB`i#|sX`gMSc_Tr ztRl1RSfbIB{TX_c0?20f19NBiUhfQ|CHyJ(W;fCb$Kl=q&=z1h@H%eX(XfJywSv^# zf@H3a+#3&*oSmJSEg$}d#M-2$9CZ133$p&D-f3A5Cj*BrE{*pqbtmmVMsa;#8{=2; zxcuqmaVP5ShwOP$$8V?hUVY5tlGEgSzK%L2o)qBdMJBxHC$!?yz#B z9Dn#p9e0K~8;Ft|!^Cq+0MQlRT2y zF`-MyI5Rk;*WSGwYzE*uQUz3b(Y({aBMLC%0q^(@n4K)VjoL~fc}%CLQk5pb({Lr% zUj9%s!|!|D?ZuqoB3T=Vyj%LE3V@=iBJa^u7VLh-)YSeAmSpC02QJ9Kz6U~p;=-hF z0Xi^yZ-N6r?U1&#JYMIG(;&K{!SGMxiFzbxDM-v*aqBk7hif&>EPd3-A zs;X?IaRr>CzhK-OlPe9~@9NX55b&I2YB9-mzstcoVcs(23~9$kDjyQxy!3%^98g0x zu2aMXG(UZo>PsuSh7<8X``?~D8ekA-)dnnBoj&g+qb;(A>K#xG4O4ixc(s$XRzyvk zN^Yp|Htf(W>j#$1;AA4WtC*od-B6~D@QG9+IO>?az*!kQ9^wXvrw};$l+Qwm&eq+D z7;HUB%+ih*V4aRLg>l+pLTz9_>>9PKkhDZ)9%p3=Uo$uuFT736PX%j(#oX70h5|dd zLpVoRw z#1@c<_s+p-8SlZlf{RO+40DRADf23*nabWXiw659uuTlW1e<@g4dNlf^OM=(v!>9| zI5rhCnl?-zx}>R^FmOow(eV5Q#XPDewkY1P)0f@L8I$?0{r4FYjC{$%18-#(RoW^n zo_a-h>~^1W66Jd17?UP*BsBY(R$e4QV8?$Vx1jHQ22V^?d;917JHU7ps_yQ$bloVH z(X{&|zEi@!$>+PSmI!Y>vp6TK%kkLBq)ktrc)dpCw<6~3vlJUGL?)Fbr_otiqeB&3 z$4TAbs052wQ~A4W@DkFBXo&!*O`;TeE_O+HYe9O4g7DrIG=)7q?KTVrw%B=FcOhKB zoR&3*2hQ6@^Z@uMhlv%t=+~WX59zJ?NDR^|yvS{7IIBygXhg1&sVsPVfYr_%u@^pp z-8+#i7VaFNeAkuWMZ>vpojC5^-EkBj)y2Z42R=CLEft}5h=ThPp^kz8ZrbCNHH`Tv j2jbT$tX&YC3pk^I4j9Us1#D`p2aQ1i24NH}#^C<~`Q>2G literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_24.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_24.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0f73e97655241b8589c4f8a6a27881bcd80f5e GIT binary patch literal 15216 zcmbWec|4Tg`#*kv~?-Ip@A_hXaS>z%c_|lr8{)000F1 z0uFxw7XSu2I(j-<26}pWMn(oE7APwVGcyY>=W%wZARkOfkWWBBSWHGj_~aQ;0RhQ# z@H2Aq2m}Hqp`xy=peCb;P&iToVPs@vVP@fBW#v&25fD-Mzy2K70vrqwO{x%T$Vq^T z147LKIcxx6pq;dkKOf+q4}^-EhL(<=fsu(B6ev9gP(i4vsc5KaX=!Lc=^(Hlpy8n9 z6p`1WJC1gsKj{Hg2#tNkAgWzb$7R;NBBto*`H+$61UC;a-zjkkNw^f^tkOAUmGc)a z>gej}qYTV1TU@ccddQN=`{l%f{yr za`Rs27rg&KEG;XqsI030($Lt{-14=R^u4FIuYX{0=;y@b)bz~k-2AWAwe^k7t?ixN zy(3%@fch^i@aJD({|grfh>MDbhMI={2p5FP5B#R)prI9!r{mN@(>r(^KdBJP0M(9t zRZ_<&s%W;t<>=YXbV3aA^VI4Qv_HuH{{egW|Ag#+fc*#85WqqW0fR@)0U&`5X`)-c zZ+F=z^LCLRx?G;|LHLX2Oo`bQR>gX7%*owEPZ zUk!?IxaIsib7ZN^k=pB^+CMg3|HoP#&{~-zYfpe`{~dFLL-^!>5Q3mdZdnXlq(A6G z{*NA|?y}HWP#$#zObAqxel+nCo=aS^5zxaKm&(B9!M_QONYGo5l$^#R!H{UEV-Bbv z`1kklAnN^_J2`_oUxf#CTQhI+!-tvnF@xrd_?z5RpNEt#?@JEq)V_TmS?Y9Cyj6yV zAFk9JnUF47aqLdck1I;u@1KX-x$(OOCEUp#w*(b~8ZZ@HTis=Ul-7p1i4T>$j|X+J zf)U*MA93P;iys5Mbw$a{Eqh!Gbc#l+ae_4ih%WDkZmWy}D;VY@?GwU3P=A#+{gqNe z-#ZP$H+dg4uE|H6G*x2<-HKO#UBLN80m14}b{& z3jJd-y6kyG*iC+^AmSauJ>kJWLPMaCW%l@AJ}PzJ zJECkl7=(&{*;Y)qHDsK41hn$eAE{Q*;J^Mq^06u$bUSA7(zw?9$V8Bo-T(9*X#hj@ z&%_DoQcWO#KqL?K8Q5E&Rq zkQb5_Enw5X7J^3n>HEVv@m5PJL69J2N7nyI-~Z*wzxid&0M>w9(3_x-j#4`ZMDZMC z*nc@U9*oI9#o~GBKdEIf{x{h`N1kVwiI#Z-a=@wMgw(EgfOF9ud>j778H=@fwW`wT z?&)r@9qhJRn_HV-564x*l`P)M4n@mE-7B#K@%JaAruWhRk(rxi=JEw`2HQv^n}BLS zH2-S3^M7iok%|8^(Ew)f%Eu~`e-x@0^e5{bjl4X#q}%EG@7SfS98jvpRjo?pVWUlg zTcIteUr+98;fJBf#M^E7w!CjAr0#6}ondZ2$Mf*f?BK4IYyYT>Pl94vNZDKO+=vYP4VL7O~7jpPmYO*%b>iq3IkZ0 zavH^tgg_nzOEz+|X{&?GlRp{yZJrNN}~K!MZb+y~RL0uTKy zkaJyf&PpVAnH|wB53~RjtpWXW1)OGvnTrhi z^o<)H>P3sA*ob$!egG@;?!!j6gn-~)Ck!5gPdW3~BST6!kN|gOqGgBPEJD+d#(u0) ztNH-eJW&3~t4CZGsQpV{u+CrX5t?>F$nn~>j_XPOd2BYXlReofM zFZz8V7>j+gzpXN~cV*&lTK&oM>un%y{$7D$1)~BEUj!AY9@W<(FypWNsStN%A`@>N ztqK1rAAV#pJ`?gGptncD)@$V)0-YOnMFFxu+_AIy_@!jzdQX4)W{dAFi%zRU;8B?V zA&@y&V}<-FLPE~&$@YCrUh+e(cXe-7XYS5n&udh&ePcfod~zhXQ)6Yaqfd<9Jp`U_ zzCE>X(MjGo!2I)TZ%S28{WgVD8b-lRklSG^v2%yO`XRtQbNg%XcdtW09cg7k9L9E< z^hFozePGTgJp>qqq7MNr2JCs{Ptoq0IT7|*Tf?pN=w%8q)1`uP2rTIJiw=f&FJM>V zFk>6Xo~(m-9>wb(0$GocF9RfoBq*!ox&4cW!03TXkgs}5arAXiAX(?H0Bj|0u4aSd z$@*K-{flFuh(`Ch?MRqSw0)Jj7lqS}oAOXD*c)4KoQ>_$g?;Of-Cf&DGtsa!*Xws0 zkcqYdRi%Tvvl3u05j%O>fHYEy8J}cvBv$3R&(2NteP22a1L_y;Pne{9sx?}^k*mZ%vqSN&BIl7 zKD(z@{u5lf+X0#f0HTE=a_#lO1}ggM6eZ=Y+B#qSx4U+I@lCs|m(-(8qbKMd9s+?b zPT&s(Y~rQQ$}5xDZ<_3HOekDaGv*6=X_&q3nDl6;KKdv%z3MZX20>aR~UG&YZ=C?Ccw@%W-c9e|EjK z*17o>vCh67$=|shDOoodvH<@2X-6Rw;PCO2>K#oc(xRy_imK-qzo4 zG~Vx%Z1EF>s!%#e3`!#LK~c3pc+0f9jVM9@)dyksD(5d(vdER);0Bf_xd2caLr>22l0ZDSJ z$M(Z}Ycix%-##sSmifWz?(Ca*DN5Mc+53(B2XlMNF}8xyT1ZamkMDvTA206@hwgcq z{UGbS!)~r52)34Qi0<{j*v(vG?+BF%lq1jWO)hdjS<5J4kKAC?Yrj7YLqQJ#qn?_T zl%4yOhcOgA^63`x_k-oWp)o?ej=N$s|D3IY-I>CgJ-RY0oEjn1&doebK z2nz6JzPKenA9`jY~xB)iOf9%B=SP5p!$s33uA78f1_l5h3 zj+%U>&m^+A87XHawmzqV*~@RTPpO%-mHjLCs%AEyoPXfs%Ppmj-?uXY(KNb)8kC{R5tQKRa!hG3;(MS^0L z=-=0@6iR>AxF+wjYu)Q!>wf~;WDQoxTjcq+{E@dK6*0HE z^A7?A!xFZJi+HV8O_pwt?d~R1_7R0|#&Uf}j5MM!dmF0E30rTI;!oSk9#p;tM^7CB z+p9HAi9SoHOIOy$VJ_FnE(g9xO0Y@s({Ba9wK{*eoAfy! z0(=_PY;`U7x!d&GY_&kv%M^hg088cA7XvlpLh8&?lS2T@iY(StF|paj?B4!b^HZw# z5SX2?+y9l|Uua3M@gQ@%7gF;Oyn-=AJotygENME>>yk!L*dd1fvoOUonv<&`<=Um$@OOUGD`8#5EF zis{{&$rwJFG&Y?A$}O_X{@H=KDzz<$Z+GEA*~$stDQ&FmAz*Pjy+Qck{WgC{M@x0) zo&Hzik-1H{LKhw;x$_zDOVN2kWwG6h{q|LAOJ++?QnzOJQYMl6(o)O^GsyC)?1C4& z9#MqH8q1}D>{~J^$mv$0%6Y?s=sfq4E&UH6iqY%8T-Ip2XWLl^-0)_Jm6HsaWMdBL z;TS#HAH~!PbafmrIFTbWpXm2tmpX!*g@O~NNsC-uv~L_P+p~B>E2-wzXSnTU_inb` zy<>monsC^!&%OL&B{hmRnYJRJPdBcR7WsjpCf_yXd86}6X(M+gk>MJem32XJ^SFiFtX%<}XySIDtRgmEY;J8zwsPL{~*j{(b=@$-S znnIv-$UM2(+u{&qxJ52>A8Xtbul+FJ#E5-nC8pJxJD~`!2^!o+ZlRgTkurf`e?lv_ zT+>TAmGh5wG{9x$JT0+B4CY?haJT#+Ad1n**aZ2^*co0k+hjtfGg-~@pR6ZOG+nx6 zvZvtHq#l&N7XIy;^z_v!pN~~%UhB6-9FHcTpk_g1WgP*Xr%(r1s;@_$ShiW&IG3ho z8ByG{_;<2#_UJQr@0Q{u1)hR}Hhz|E`4?N8%R?U$Ds9I? zdoM68=>GCB`QUrg_wjfOswyT+0G6z_Nr5?7uoAP;l$Ty#XW74J)K@*1<-w3z@Yh#T zwJXf}&dhJ_@@$fC6TWX^ANS9FJw@nEmuyX)Oh#H4%C&4CU?Q^XbJ;$rPi|kM*InZ5r&G z#LYS%8;YAOh0)(WQABxGJXc;AF)edaw==Juf|y$BO1tc2zC>8?+2e7sr;e~53GtU` zKMPH}{H@t%<3+|JdF4akbN*MQlDtc{lP1?=8r-kY#)d4d9i#8D-|wTOPuyi|gBx4c zpOiDnENqJrHoXT5@uttAPSXIsHtu4*)xBfDt8E^ zJjx1`bVsiK+GN1*p#6j&E8XxNS1ct#cFJKd^#aCC=&b8)+Zr>Soq27xJX2#DqXZI18Ifb@?un}Ovt5^o3ih>%h}1))~|QfVDS=PbbnfD`q5Ks z*+zPL`O%H;ymY;?H5n(d9L}ch)OU)}>7k34RG>WxWper21lec7aEj5|;}3Q!(Ba|n z*v!#Pt2;_EXg^nO1CPNUusyEZnNNpYGk0me#{MRb?OYwYbpROy%Wz>yUJUbdOX9w>Aus>NtG#ih+5D5zF^vzTT=gNxbin7 z{_VlG&8t4I>?vOmu^S zmjXJ1o#u_wSZ)O6E=C-0|FXW2=tc60JtKlfsgr@2gisF3|cr#q5F9GDUu zqNm@$C&+kB8XLuIAE#nd5Ih8S3My~8I-C)$s*(cg&vei~Sgjtgyx=y;D&%=W$De0& zU3A_GecMW{fKPQnn|G_01bL<PC*Jq+b3%0_iD{a5VKDJ0x6X0m($+7WjU>OT+hW&<7#6KNJIA=;0 zR|^0=WZe?Q4}&p<@lR15$nmqHWB!p|>(`DS0@gMAe81OqG1G$GvrE_s(?cM5tehDT zUDysf1PtuTcOnfQ-@cnN9y}Fze16GhYtj5c4`q+y?HS%(&uY@31)k_Gboh(Qu0R`m zALuqj_Jz?D2Y(yUY9{!Nx?+Q{=hglduT#pOklTk4znaw^ybPJ7{yuDOcX^d_`~-2C zbR0Y;rDcxUb;P%uEWe%AlPr#6l_8@gMwDLoGG;DZI==Jr*_pntQKM*;?TKnU!v01} zR^UvUj0kdV2)RFpZdEOAX8XRALe;wR8Tm-7e;vPMD>1u$Zx!4RKSAzn`cX}AYI45n zG)cLf+ADW@&5*p>TvmZ=+Jln{; zHqE$IhMcsS!L(}}$slp*Gg37sr(yeN4LR!sPk}^b35aV zDbrIs7 zD*=yKaOrC-B)0QrcUIV(c-`(PJ1Jp5YMjC|Iis@3zFEL+E807w-Q8NYkU7qL2z;P6 z@>L!FZgo*B`6l|ehpnrRy7R@8x1YcGeLCzUpzHtBB(GF=6@{2=U%#Z`HltIgEGocx zzw3lLn~j}GnCkM$J-W`dH@gq66D~4x>hDk{e2UL4u4dIzpL)kQ9I(M7(DRhb+4O0_ zW%sWm&1+d~I4rN!Yq_hfgTH4nTrVgpsl(Yh9PgBw+vE%2Vz@_fu~W0u@%;-H(>-F^ z4UKnxsZPS$jRA~OP5!VF>r||a|4GiuJ&(>=i>WBX26i8@$c$Gjmx6ZR}yMh0_&xl z<>8_A>vOeOsoA`W9ztzGoon6=YE%} zTDV1ZDCEsZ6DdwYBkEGwu4Ms?OeTo1?EG62>uP<%AIqbKj2~TVVm500y4_5@@tROw znM#F7(dy=As)?CM9Jo4=Y?V5_7KbRCjhBU`P@knqepQxQO7Dp86K!yTPu?)} zQp+No88UA~v+Lr=Er1)EsYQc3cwBxRX%0egpnFb0Tq?bDsV(NAlv#G0}@9M4=xyApRS@AS7bbjaZaib5YkD9Rp zv)cjGn;l4|TUg2`84Q*G+uUdjXA2%FFOWG;{x!Rm7W=sJWiwtAxl{G6vt|KB3H(m2 z<5T^5=R(MNd&i>YiTjB|w$f8njKg$T6N1C~l3`}vtWJH?GFj}+D#HwMT|o}zadg^Y zb?vQClA^B^2sXSLpb@r?&(zu_QG1l$m(eGJ2f_Ev62+?QR(H3i!4lA2vs}h{j#vDTBSE?jFGj8Kaa91WOFD1c#>VFm~hddbwUUx?-PfZGC z^mcTE0ykD^SR!bX_yq*NM3dt80|(Am4ax~){e`g0X|r?LwRaY%&c>v>pPnIw8Lffu9nk>ksN^3V!&`V$`r>7U%s(FB^w^ zE6Ab+*fL*wR9dkq>VzzauQu-MF7V#d-?grw3FbQaK&$7ZTm2v`f1>be*6%Q9r;Shek0o;S34v3(IX|=ZvXek?NZ*YtTTaUf>p0XGFxlHU~=+u zb%pXfHQ$7#dy`BG9X~d&5GK_nd(H$t_>iu zRgdHgkG^CFHJEx-O>{iJWRERUrEsd&J+x9#51IK`lleQ%WQP%N`d)P=NaLK3T#n8q z4WA#ow|EJPKi-GJlIvQ&90H-mzQ#e?KQBfFbvX|3inwA&#das>Lj37^(9cH9m{Q;ZYyK-T^KL?xVD))osMj>iF_(BmHL)^K+ zB6FicP=DfgyHZ z?dHw1R@a8ilZKR=IJBd?&>jQ*74c}}n%kAQE|vW(PLCaG@-O@$;Qa8xesy*3BHA~a z>_78iP1VdfhC7WiqPXRDo`%M2X6C|0Kk(J|Q4KscE%^*-fMq<~>oZs%mJczv?P#y?Jj?0=#wco@2ks zOfGnpr{G<&Cu|@sxmBaREvWmGC)UbtQQd@hUzVa#Gijr3eO+tj=}hQ@2FA!%xq$8M z1F2S&M8Ydm4FFwUbegt9$D38Fs-bYx;Xuma=S$6SiLa)CH=}nfO-UMk2W=4oH=?AZ zw~MoAnCMMn4gs}pXKp#Cm6z)*srJn!5_^~Nb^Q@}#~TH8WuzK-8USaBNYcSL8S5Xo} zZ>4jY?-`Wo!_2Y?`u4+f4^8zXJSJCWcfsN9?92vVC>rsUUBr|6HR|Y6aqMt$qFe05 zO+C-?$zVuxUq+RK7_hE(>&dVsStYy9E5(kfTF%_JW*azxmB6h0XFY->$lbegX(J=O=^VTXt)jDp3ju*op3pd8i8=DdeE3Dm+%Z`!M<|kmRVs8d3 zV>PYEU(YwkoS#aQUQ;G@HCBRaGh#1IEWySwTbIv!I4!TZyW+uSc2DOyzm|$K&oCjSb8_Yb3CuWhg^t2 zl&!ga5v7iMqk3@Kpws3f@#g5v4OsnbX2;vlMYjqPargBtsUOD$)fA6PR#S_!8c*Jd zu~hE@PisA4*B`v5y)hn7mbRE(S^BE_>Y}NxcIvrXbN5cm{Hp)eHQ|3v?=5;a3O;;A zm7#R~kh9Geoz{C1NQvyi^&)fePfO7Y8~os-sLewwf>*SWIAXZ{&d&GYpJz*j9)%|Cfx0p?+3m3I2R z)GLz@#5zv_@{`O9k88;V`pcIfN_US-HYq5DE`=RPrB-pPTE~rh<^hxQ1~Svqp?BeS zX56rjloRBs7;?*(Us@Dmgs2SEZ7OKlWPPVc=>A=PCkgf7WmpkVSV0vOamipC89Jx& zFqD(0J64qQ@i60n<;>mMLm*sd%LTG7rW~IOX`xl{?73kMfNXesSo1(I1Sx-L+h8H z`%Q*-F6cX7^!qh+H_dyGwt20H`F@Ha-Su#<0VN0};j5eUO_LEl#vfm}cCi~m^wXF5 zO_W;(UTmy02UqI|BXWbZulDkY*vz3=2jtGWnpZiC3i=lZtKP20lr@V;cp$4C=_SUX zKVRF{YB=g|_z)akGQru{bB)p8mxQC5M!vZk>gL3$ZWf@5TQY-X8~EY`&3=5n+V3gF z0_Zsye5ri*%$)}&%}%Dd91)|i%E`XN@MhqxV+>X5T_2jBiJ5b|o}h1tkFfFv^=ERF z);Oz=!M1g7wYhMWRbpC0PKd!;i^9Sxf_<+1y5i>CrcpzBjIc`eI1_=N?iBWYb(y2C zU4Q&dl!=#VODCNePQ5N_B+CyG)2Ts~4E?3r`&3h1vW`H=p#og|bMT)4sF^ojC5slX zk&v>9hXTiSF-s^-I?Mto^b!q&1<;VpCgP5kT(l;wIIA=iKu2t4M|4qz z8iv3XTo`9U1YF>f?SPC6BVIXcyo=feuAiOqC_4hJSsz7AAv6L|bfYX3FgvObrqnJj zzN=vByFq_%WSP=<6Uk;y2w>QZbO2Y$fn=z5SApfg*GmsNq-ew}XJ=zoJm4;-Lzzlf$ien%}S`Y^0Crh)df0@T9Zs2ZM6R zlTxRnnJ=!UO6S7kYlAJ<7jzmNbzVP;y~_PGTsQ_>PaN-^{;{2;H5?YUcg46b)#q0H z89fZ;)Rcu*j3*;~kB1Rk6RX(?Q7`D-txB$-Q&B$CF|Rg&=++90s>Hyb%{6pyzPzT< zm0E_run&vwds*M?T*5MaL#Xye=mveL8G;2bcI%+$&DFE_V-y<2?5wd?q$k%RGE5Ri zC!;%3!c&uIM$ULj?GY~_tuNa@;m5DPyPtxh-r&Lu;YF+q3!~9!wb~K~_t4HOmXant zq3wVfCgKsdg(JHF8&ci`BPP9FC-l)V`0ruWB_$z(Q#15EDzY_(nxk zwMGqm1Rw=W{m}l5JA3)jJ3)n3_VrwaUrP8H&euXUaxhZWK}3t6VdWt(s7*hGdTq-q zAF_(A1-GmVq<7Xcj=i(bLhIvHqgY*scHaBH6GF+)4LIy>=8J#Na9Za#-wc^uAF+UG znumP~+M+^go2=*39h5(JjJet1zwK7jLHyZQG%YHUye7KaPpk198Rw)6KFWLG1bfab@~C)2O-7tHye9$p0vB%-`>=Jy`oh>$ulg|KFCtr$vUu3WnA zZKe>!dK!ZF`ngbH^4sG)c$=z!?M?nkf9ss5Enf=W)fFw6aJt!)qd#DYnLn>HZCMfC zCtZvUVq>&xBXDyxh<>~!|3PG#IC<7p+Te0+0wev~3)lUEd7n-f<;Z9Lt`S{-WB5|x zcfYtk3Qaa_$-5`>rB@No?p55%B9Yady`*l z`f>a!YknehZQD9}_6kXVnpZnQ-7<5*TCT^AVwI(_&^&*|{*(52BV2bOV*Go>8()3A zS^~@hIeA5=s_H?JQ1Byg13Ue*x7e}PQ4F@khCTo3Lc`sYievO-^c$i~g8&-6JD)sSC%^w~L z`AdoR!KvW=?K@eAKy$-b9JuP8iM{inUP$y{E=6`u`9M<7hyFp-?0$PWGAqlzND{dU z?oDy|l!Q0M9Xun3(Z9nrksExVx7+kU4cPh=#|KB6YVXs4M_A0e;;WoXO}^#oQDdu} z^Tx4DgLQGoD}wss)Cb7A9=kmn=7#|7aOMg^8>uPD+451&x!L;*RulUY2%uoVGgfW8 zmcvF)U7jNjFfyf8MuQBJgL||?0Y{uNA&V*uwF9#E6u6Vq#pJXD(&9n+F7leRbP?tz z1OWO8u1uInVNRnJZj_zWr_GKr>!NawM^xmT459MS#WbFhr={V8!$Z(0LwyHS+6BW# zfESNI>r*Ag;q0ZAJ%f=V%Wz?9#Qa*Xi^AF*Cjnaa65|@ zk(z}DbK#{+Kvox((`Y<23r$L41z!#$reu$wg625JuVhi-z!!0$JJWI8?ELTL<}Qza zXXR-J+y{4(Fe~LA&-(YjOgm7{meLV!KA_T50FP&FDjMb#SfU3H!k)y@KRj3F#i{m+ zKk!xEoBMCshjo(59V98g<;D&IANF7SM67?t@)Y^-lHLyPM`{0}^MtoQtbbW{r%N$0 zPUWQAd(qQ@95{Ey9!m%H(L}k1ckCmldQyVc>=V}G-{o9FKe+kkNwZYkQ>?4wQc5kbQI2U>dmny>rS(g6ZQn(u z<2Kkr`I3!M2)R&uOt)A15a`|YS4(uJdmh?VhrN5xSJAp@;H&u0lHHkNJr+$mwnc`{ zPLVql=XZ`DK1Q5~8$Qt_7sZYZe6xoi{2Ioxdc0GVw|Tw5_;^04PZo;tg?*=d!yWnAs8e?f!SFc5znA*&d4b7=Py%(-;}AhZBk5(`$ps@uMICuh7tAqo zw=r*?V@zWX0W8aD@`ie@fV)P58{#+7F@@y^ir53brx+6LpgzaAY|=>M9KvG`(u>T2 zGNQ@GfjoyMcwK;a=^8^#siwNqG%*MU>+UooG?)m2aFy&3?lfyYH}D9utgDJs+#raD zKHJ3O*jNR+AkAI|_u%JAq55aUEyvdI)9MU_A-GahWfnC-M3nSW7aq#nqz*^&#Y4F| zU1@X~1?T|f~*YReM52a#Juas9&1SY4Wx-4_fyw#73=F?opfz|QnDLHLarXl@Cu*6e$nftOEP)8F~M??7EM~3yiMBxDUx&__t zOW7%`)YQ;vJT%MR6aWa>I8A7fB%vJ;=q5e%LTNJZkSK@*HX@K4mvpq%{AFZHt=}#V zzNC5zKup9#7tx`bERE1L^?5m$kX9>en1KNxnVl5EiIY#egn?jk!1@=unH{PPULM8T zs9SGRlex2qSA&=tDTsl12Dx||pNrMSK!*3aGXstGyEVfn`{JU&Ld2U>tDX;5K%Nw6 zy361e9>L&1_W~cmVF(6zr4cc1Hj7g=rS{_(;G>Qjk0!{#nYyT=0tLFeHgX?cNeMpwimA7AySjow?YQpM=qg(oxYH*@4w3W}>+?Qd(2Rfen37hS_=Hv^j zIlZ-3a7?aclm~6K4R-w>Kf(QhisxK&6tEb3;%YcO7m**i{ZPG?<@hs#{0 zI)B{OdzFi~;Gw*%g|HJR@y$USUm+>C%HtIHu%d3k)bf?qS^f`j^$WZ+I5}gO!9c7F zt2A8*Kki;O4p7ON0rNl-f3#5rPjSpTr=YdgB(#n&laX1sCY`)7g7_rO{uJ~Ry_Gw- zPgK-_0=Y3bD^}nXl+QqhY6kSSF?foLpVtAP#8d*5!N_b?Hvl}@iR2I(d9rB8v`~9K zpg9n*GUBu8ao@^v^wNfy-MwCKXIFJ7ls8nB+bSn7_`VY2*O|VI}zwFla(WHdt<~%}gPvzN5N96KLi%^im%K zsX&+-3-jg*8ISxR*xg2Y}V4Tw-9Zb2*YnFccQs$QCTzB$dMR4iz{Ny9LGhY(DY!4a zqT1ydBhaA+Ub?J+I4zV9EPWpOnCuV%9l`UYcoYuu*u_I1T;v*Q%*;rF4d97B!jx*< zR0kRi1=54&nm^I2hfAo>K|CcF4A;8kHR)(EE?W)nVxm+n^y9z9Fb!PxiD1(#HnOm_ zXsJrmKGzeQp1}{8W$*q>d{N*;?{;B2!jJ6w&3Q3tQy(-~5) zi@%*xm2tjxuIthU@p07Yci$Mqy2Era?GO(am7`-=g(FT;OU;yucSZb&=5Jv zi6k7IgnBqH;`!{w&xnAGk*Iu`fmL3y{rXGE(Dr^mjw^c`Z87$6OiG=+Abq}t9AB~y(B%i{T z5W^0+R%QM+`DU3ub4DVQArU+yJzR4Vo{E#g(@i}ZOz+76pVNFNP<`^(OHxw#QO%@+ zC(!f)j$x=Y>n`DJaEs5IjkD4eCO}6wKFx>x0{25C9<7%~Mv@xKWS3%OtcfB-6v+~@ z%#cE5NtW#UIy2uhdcEH7&-eTI{qg&L$HUymIoEa0bv>`;-1oU|^l$Vbh~LD}*bri3 zf*>aF1JMVd6A&jmI|n-(CkF=y7Z)ctFKibt4-c>CUI9Lsq!?UEQcOZZT2@s-dcU%a zgaqQSqOzJg5{ZN>=p5BPbVOAHd5AFy6Bid3FAuNCu3aLB_DSqJ^nd-K*Fk$YnGBe5 zEKK_$<~>X-dzk1A5FE(K#!%)Uh+ZEnmjM7;d1pZ7q^hGh^UyHyaGZ|38|@d zSX)Q;#7VTF(J5mS8{5-o?Cj4vxVl|(_we-c4!jl=eEr7FknnpE_ah%X#K$KjCMBn& zK2FObW#{DPw@usrsZT-iF#-`>^Ev=O9o-e&$zxDMGkNg__JvKfu`DbBq zX?bOJZGB^tp%)Xx@>ebJ{a3O7L$5tRFJ@L&7FG_1UQEo_!7s}mR^~I72|FJ5tmFfijE42RpvzSQ^3!|CI`A;L8)zNdndM10oV2=;U$Fw5B2SS4{^S_Ola@BtG zGA5yZt)6Pn0R#RS21!gA)9(MXL#W>zkZN`Pf6d02gfZgvcal#PIn4 z3%?|;6q@+N>pQ0wrZf*I8WqOgs%5+7xico;N(9Uj>>0P6^g z{)a#EUw-s|fi>(;@loAbt@DsXu=pye-x&x63gB%FKnBgyc{~bfu?Wmu~5FQ9_ z&M=aj9te~HMBmK6ga2aN3VdK6aHZTnLm(&v$t$Z2W&d}ZAb{+DC*2Vg*yJxCunEIs zc9sEtRs44XS}e5Pm-|l*@N|gDF58fO%$T0Y{K30GuG?uaGXC1-7+gu4p~? zH@+De;sxjyX0A;!Y%O`+zq9xjVAZ;XdEFlsb^$Oqb$b6NJ1{&$9OQ(5qF^VhM1@s@ z@R3(kxBp&@dE%vIn@WN?>6}`{YjG#QT%sZsg@7?DNw8T}YZZ`(*mwIMYj$wL`2XJ5 zXOv<+5)E4WL6qb+ijY#3Py8k`T6v#^q=BeJm`kj4$&L_;TIA0MfV{uI#FY5}!ZU#R zOfcR&i>PK_v;$Gu6;kS7;DFw-&If>n07CMuI=H{%iNF_k{AC9XrHwm1|04L0Kehcc z-pfc_3@{lsV8r8@#YwGOr;B#d-#=+$- z|Gjoe@L_Z9q%rN5UDQee)=oG5Oh@KzgRk{Ii!TUUXmM00JjaIEBu4GHevXx+3@eY? z(|&P$aD{Z|s3O(ZZD~W;FfaJh-cRSUB_+)22u&{=M`F&)Dy7(oOfH#M!&6_N)NWyF zLhu(HQhyk>t%<#V7D&|c%BDlbDarwxHta>u?{TWyBSg48u5t|9uJJh>=DW~KC^9=* zsQU4_w_0UTytGk}EWD%a;zDpWB(9p!JuXLw(w#@Kw^m3pJzXV-9HoQY)^y7kW-DRL z$`4o6-=K=%^Tf*;$?&zw+V$tZHC9MzFN=EQX-2lUZx+*`I}O+YAv!ct(DrNQ3jE2| z5jr%$0sfv!*hX}2AwzvLi>oCgw-q*PgSzR^TpJx)xQ4CA7Gi@x(za{qkg(I8xmA>j z6LI!VBJGWpYHTe{fNDnpgD5a)1Q=iDL{itWG}S7;C$yWyt+A9{bm$0yx@6S*2YU*s zcW~YQFdbTI?WR%R&>=yiZDsMfjo)5CvH?1TFFyPawIQ5#127YNpVOg#xCWP6zy6nL zaO3yof0^|5Vmn#r&~0*sZx{R%dF6R6MJUp}mcRJJ#rhxF&^(629zHxI*? zrU%#BrO+SfP>Kie9M8?hJA=5hk}tQF6?f*{4$08pSHbQhfSQBP7sIF57#v9l`+QO3 z-)XkgcRSRz+sayC1x+wP=Q@TC@$k~2&NS?x$M%7TTXHRQC|O~dG;OCqJBwAiGq9(R zT3@PnVcp&b2m$~KCC=x)Y|!lN^oW~YrzL%)-k+k~By^-q3tw3JeCHaqSYhMBccF8! z<1`@&)Y8b{+7cZq0{Cj9##?IV=ID?^rQfS_*Z{09>h)~x+uC&0<%hHjbvkygRdgsK zf@6DwxV1%xdPy`P7<_3AJGaJQ!A?&R(c2TWc0lB@MCu>Grp)g?{cSd~fyW8kTvm@5Q4mG=XaP#^~T$7wJE(m#9T&_~I7RCO@`l zKlRa5o^|78R-5q#?7@|_NQJnG3-jsrz#72z?<2Ht{IZal)xVQfGyN`}IyKSUgBiDH zXPId=o{ZSUK6q~PvX29>)XqPdq(eWjpRMUo{bk@g0dz?H{LOKDzKz>0%RC7ts$~mn z#j6B6YtqvG0+Tmx5|PgUrPoDj^LFz(g&=A#(Aq+{f{nR3H-M~*pbdy(dhT~9lFpDz zIaU)zk8-3Q@=hr14J*H*jRFK)=}^qgf`#+Ye~v1_%;2;^gW4t1{h2_!oR$*ts|wvUWc48@Btx)+mrP{6-rZL#$vvn%FJB zP#nYAQmGp7XwP-`)LY09!nT}{R6HFTl-c$K9+CBt;g@=J8&r_;Cv6glZ-oHB5iuUMaF@z~Sgr%; z?T>w=J~}ik_lmYmTx-;$?LCTuPdU=oHGwD1mt1LG@X((--imT?y^XGLqC=T&kBp3& zvZg9;A#d5-NHIH>QmJ&*Bn|^$%mUu=$1WOM-w??m6zhmWbZB5&7T7-RyEbxFo2`0$ z(g5&a7Vh8Qy=&W<>ctU#O$NAw2u{)>#O@(n;^(0RDZDo7Mnc%8ZQOb%Caxaq+9VQ9 z9SPjvRt@hX_16xo&(oM_UvS~wqB>MX)UbLN$9BWW_LJ=cjqt|JXL1%X{4(oKPdAr0 zZ7+{d&m2o#_FSKeKsp^wI|`Dp3iJq7HZmUe5gUPA?>1m1%)ow8BSEY!oLn$`b%+jq z^IzI_Jcax)Vjh})VQYVTB`bfVtW>IA{#!nGf}hl(E)h3xkdp>gXfSNOYo^cvYL3)! zj}K$ZT+mz)Djxo^e9Ju3?UfS^dstBVYdJ1cKf*h3!f3Hw_}DagX4fwjCPRxH5juo> zvu=&8_Zp_5Mm*q0)rx3>BOlMa^^n`vb7}uR>ak&)JE!i4-8DJz24X)Zn?M_{EfQV= zGPnVs=``Sg_aBI(LuP~900Jb)zf@Km8nt%aE;gz_2+dNzYOun}d#75vK-9sbz4?BT zI2wRKVOv2;vIX96+zkISxP737ElcXXKm~|z0v!@B zAa&1J+#ci^C`MH;fs8H*<9Kbzo1uC&`-JB}?Y+`bcs^`(!8G-Qqh1W{t~#NU_}dQq zx@+iNV{bseP5Y6vAEnrRIXi9i#Ku;UwMk-EN$NGHgXaX?L^5sR#J{y{?kl}@G*^nr(8Mt*EUj#{H zy4&Ji0SrTZq7@wd>Zs+*A4SJSmTkhDH62C-Z+(iI-Ecm_YQg>6qOf?u6- z^u^~l!bAkiZD>n-`KByr-xj!>G_&3E6;Nt4GbL)G;;zI~_~ZBeb(XIxcDqGG-c_#O zl<^!63(Upi_kRdWyS0Q7E#J+UpYw2X7kB7!9;JZ|qqMM1pamw=CU<1|uAPjY*b5`c z*08N)85-C=Rtoxpc|;Wp*27K>T=$dO9sD?KCU$&qsmSr%^@gUO3g~WkLkT^0o$UvO zh&Q($6_w#UN+rZX-^C0ZEBCnsY5e*vvmSG_f@lA!8l%GfMBVz9&Mg7p*_z0WBWIB+ z6_*iKLlPXpL(3Dj4j!xLhQWS%kPuYhXkIO?7S>WH(%ef#-u;AL2*6f(J3b8%|20KP zyM6kar0{gBSxh-9xK3b2HpHg(br3uJj~jemS}|c_GjWPzR%9mK{`Xg$M#l0+wh)?U z5N_#pb-w)heN4CS%|ALnmh&A)^hP7fMW#*Y(CTSY;P9=&Fxk7>4cU^_aePNhExe89 zKZA|+x*v0%f%dQEy!L%(MN#u5Pxm|l8HZSe+(xIwtI)#392JLec6&c}j1bwbRdQLk z*oyxe5MK3QAet#5taZ~R1sVA)1x4^ZMTd+CG7{syb01kjaJ~fh5iFPvp|1)u1yVJ1 zh%e__c>UV3-Virt6XZ45R6{fwCQ|!`()Rnio?gY)H&eE2a2Uc!adoqqoQ0Fe^^9))aq)HF*=|+ zpNTuF(K)q=nPZRS51JE55yd;jHp^_dB(2aPSn15Arc+ME$5@x=&XMQ0IbKliBoc;; zbkFj}?+ZQ>|H1M~2qyoWgm!NYCjHrNqb(4#_}pDK4YPI0w$7 zGf4v*Tm+&^nc0VPh+PHuZS*OzhwLtF#If4BCxuu1Mn~|cbRyB zv?=4f&2j?bewW?8CJ``sDorTs#gTUw2J6}%)n=xM7td#?_@w02oS3-#R5~K$WcWl@ z?3n`@j)1e8|83G#c+c?LJ1Q3Elvdo1X|DYIsx7|Garc(~ExY^&zgU=HcVI)%5X4x^ zks2AKk>cg2BhvAEd@0aEUn1i~g=thNKeI;X1v3Gfc}RpPDN%=@CMB>}t>vvkZ16bC zVy@%5@pz2=z#zhz?}tRd`J6Npo#W$a*m|*_&KF952=-fmJvy4#b#S@B?n7Y`J7p;5 zdwf9H`53gmRn_>T8^{`ON6Skt>?cfappr~7I9bzsBSn7gbsk?T-b_GVjp+NRa95^( zaKicUX%)pIRF-Qw7gz<>M&7{Del*o;Jdpc!v=pzknonk@j*d+9LhQQ&#}5(si2G!y zMfNVXGh{lSl*HE8TzmIJSdvhSZ2$2$$)`H6jO9t~J>Bu8?825C-*RylUdO7q!yUyH zu|+wqOZ{d8A|lt4=XlkR{fEum_ciIK(xLrtxe>pQ1qb>JwQ+PTh_!Ndr5ToKe{9dTV|+A9E#D@}WY1u{9V>`f6E55clbFrG#H}w-@jc-FzwN zf>#c=hL`k@que9)-`nRsxM&l%moEz+1Zz0l`hX6#AyK%T{;Cc#F-HXkRgsX1R!nIc z#%M^@vt14bX~npF`+UV;eJuw5tslD$(%7#Vn&vH}Z66HdBW&Tu+1qN%A5gg>sn-)} zUh0}~0q-Uny z9@jkqr!FckyQgxNG!;gmS-QBdo0yReBHBfB$!U;-hOwci2oUOVcIJuKhF+irmAOAj z(=cdukM0gM^yFuZW#NRPyFD}6+C{V5MZpD@_&AfpJ%KSGjC7ArKtj_LYXQR>e<|cc zCz$%O+vPpm87eX^DzNX2wG=fNN@p{cc)as%jWOUcPBYsXLu9gL#mA@e7Umqt@o*bS_94Pa}ynPkWJVjOHoq1wga{i6~0__{}!;8u3 z&xKcCwDmy7@SK1#`R^({WmgPO<9(-O14bh@89K;?p==7 z89kWXhsrUe$-FZ9#{1&iCyZ#z_Ebi!;=ZULO8%8$m}9Z!Jg@%9jMJOU1x9LN7$@} zI^kDVwkKF#wTnI%3dt#-5Em%~&rX#nYDiTYt8R3fZ|DTDUv&3XMGb@9z!AnJ5$!CJ zX&UC8Ig%6nRm%)_==`-aG)ku67$ccauQLq)IJ+Iv#rt|r8SnrfCVFdtE8D&+)>bSJ zNl1o~otBPeXLt7EB+**o6r8XQ3EAc4$rNZ9Xr@}YmdaO z3%3*`JT%mU?O#<0R)8P0DGS>e!5wsu9(f)6+TDovv!0-YnB`0=-w(X&Iuq5C#q^!% z3(^b1@Eg|^X&d$u83~oQw1eQGI_H|6#s#E%DSM%w7H`1IF>kFesx|LEwn+_Gu9H9C z{XEbv*r8Pza`i;SDz{>!b&c<9wM_`|mPb-kutjs`~t^{?$ zHfy(|18$#NtX;D+)H&w4C(pRQNB$EnB)E?T)nTF$UE*J;!b3^mYXB3M^~>{PayzBX_M_H+Zyb+F9;#;=?c za@0SqCGS3m5hKRMYsG+|o5zErGdSK|b-$d+X(u(ce6YBIO+beI#GB!a{aDy01L5zxs>w#Up4o>rCZssEXHsJt0fuYYmF zCFaEOts4=zk?(wkS;sa3a@}Wg>Gf3Sy0xh3NxRmV zPeZ=gsaTYfCd)~0igEfIwY}PUY5~Tp8{gtq?}n<8Ho05xi`389a%5aDK^2U42RE(l z<3!k{r?P5qFKy@d?DD97oJ4pcUH6OEsJDPxdUpSzo3nKi{30b(4cnTmcpZiQoG0iiOHM z_epQwK4^7*doA{N$TNSY%|HXZU2=)IzZ4rmg1NSfJG1as-o+%#l#J^KS)ErkyE|f( z_0MB$SDJQXS<)gnPc^U|-rZ+-aU+9`<&esX_|-n2g_c3pQ`-l;yBiJJIVmq%p1SJD zEX=I;+NSvwHFodc8y^-=B6M#nWlickl`2(V>@ek5LpjkBy~QLc>&fl7jSJf2z7&or zOG1N?*&&)Y-0;GDyZ=?MOVFNHiM7@laIO+PxfJ$Mfx3*X$CXSJ7Egjcm6DY+;MqGV z$Wdt0zc&A+cI<(C!tTNF?)|2#>tcp+Z4y;qX*a+sjF==-l#^hKEJRlp=+qlDfFNS!AUMK^AQL*9K&9@pt_AeQbusYSO z{ZcRX=ZK2MP?@zXZ{}Uwh|W9S7H3zp!#Xpa%~hRCewHm9Jj?G&%~X=P<*obuBwy}= zli#=5fcVIz{BXf5S5opY;@Aki4YpWv`2o!-e`2JjXzvvxW8+Q5;&JKAIo}& zik6t+wHv<0$(Cyk~O2+gqaUAycSB!33K!0^?9Q!;~o+OveR%uP8vCOHH0 zP{Bmq*t173b}jvYP;cv8H*8+diV3{0ey-k}PRQb$&ojSSuuI=K`OoP`y!jGina20N zDVCbo+|DD6o8OGrmvq8bCv4}xo@I^uao*HDddYH3igXK3dGaJuTK&;@Y#`?0kGQ?v&iu}GvUAn`{!iT^;YMRj@zqUOrR#mnbm&FZo9N9WshS**btL@E zR{FiHk|JDMIP~d*kS6ZxRhKQL6FZ{l<$gfFUpqbZwu2Bi+ z+a#8G5mb@kR|{>cbloIW8>%--y6P&My)CQZB{WOm@byp*h2@-E4_mpcWCLP3FKM1X z&@`lMER#_sXSDKcZg2+W{^7opn=>;?g9a;;${}5A5podtwAGx0W}Q*yXbq6TVx^bn z@Ryyw%Z7he|1@#K-QbjdR-CVgb#uFG<>=`6VyB7fy|Xtx@RDu(*JpY7Q3ZLSB{k*h z18tQn9ngikkpgO#3#u3X$<|N3$t^)@bR@mYzV!7GJ9C*vc&Z`K3%3B;8nSpw?GfuI z-zt}H+nZ-DUl_=9%m>Hx#dp(!&S`uK)NDNxK09w8K7+1roVpc+QxnyhRpXmrJ9@)f z#Mk%R5Z0mP&BCsG!DMC1r)knyy+CJA4`JkoChCjhcbzpWj-{M{Z{&sy`~D{vzRkiZ z@d&rQq7uyGF|9a>JMyLQrhxFoR|-?|sAu_>cs~!FH{CtNbphAKtZ8Mx(5TixSy$J% zXdG(u*K&btd7RVDgtCZ8C@gG)$?4bS^U^6IrTu&-Mzv55mWLZP_}i)pv(I_0t9fLy zZrs)4F3_*cp1XS>HGc4{ba_*534FGu(Q-nGuLKlu20YY!Y_Q$wa|61TgmB8 zr=ince#(X?Q-nrCG+3M}UsICahnlBiUo*jUJ@Njs@38(bzTOyvpS546?abXOs!l)A z#t0cL=JDR;k z&KGNWY5!_*yEpd8_~jFEDc0 zrO$V_@;l#gNw05qt{$=ebSX8dvrQfxb%m9S#j&xHbI>WiT;;6(`YMoyRPdrzqtR* z%MDvIJ!q4r$s-jZ_dTHG>}(U|=3dk0r59goOYc(2ey&1WhqTn1u-v~AjkZmiGn(O) zm*~JeS;q^O9)5G8u~;*#l4RYF(5sEc4byZ8jp|LiZR}pd`uN={Vc|tY&lS>%-;)^M zqoWDfC0IeRrSN8<$T#5KX+8k+sCy-9x$f&?IT*UQ8(<4hMh-gJx|%|9p~)yhriBv ztJ)HdFL+^?Y`ptiAEB!KusrUlqVIP%{jbaY>NL$=!Z@X4NC2d;3||GhdBmT|~x=TNl*|pr^e)H#6&EH->rP*sf*^^=Zsr5v# z+YxwOcUFd5$|u$%sS^g;nj~#YJA>#l~1wR>T{z z+nc&R_0z*DkK_n^54(%!$b&JtFaA({bl}i4Nm2F6JKFi%FO?)d4JR2LGBMch6g+$6 z+tV7%bB!P+sPnfqHFqM~m+HwBC1K~f<|BcVDlw)Wdp0xT^6FKPYghAALQ|G~aJ*4V zbwc@r_OsD?&Nm|o7(Db`#@H_=yF~OH`^kH%!|NWz`r@4Ow1oq$r-oFO#H&S0#tekS zi#zxOr$e7#>x|E`?=g-&dn1!$Bkts2RVl%5?QsXz${VXMWMOrG8FJk?ZJw#E9~egc z@jP(zG*MS2wcmK94#xQ~+1e@sN8)Hedke;y>f3?=PaX+LG}`~654cB+7O zHji3r=JS1hO`3c$>C2B<{q|9d_^|Y4(%6 zf2`T*w&QF3FD7;3wI)OjXgEqGYu97`CfVpF?EO<~ESq2KmzO+^%dbHzgv@O|hw?*u z%-03s)9JOXnK5q1O^g+`x!SP0s<@L?9$3X+NfKBd!STtZKs#2M_0bQ@9p0}SeAVRp zha_;VyNpNgvY(ATIvFU<<(hO8eMTzh6D^TBe6E^(RTNgpov_BW?Rg_!y)pvx$6Vh{ zNV@8c=?mX)A4?Ed_3w!hI`BQyhi|~YCvo$Az=4~uI6viNGvfeeP*xNOv-sGegNUA-EV;bAUK-1Ebli)S^DBr5S< z3TOU!;XWnHp4jqz%5C>`HowZgm+twk=Yl_E=@w0#ve@!?;DM42WSU{;7{}XPbbZdr z=XA%m+fU&BC+W>XLE7oIqi-I3g9g1sm;GydpU4wlY+M?>?)u~QkLKl^>)(}QQ!G-A zgZxtt9ZV9b_pPIP`KrE{`F_6&cb(<4;73z0B*z;0?OyCdOXP&~8|+GVA`975^qZus z`RTDq?PbQs^zv?*X;#49X7Z%(j}sb7#)v(C#K9Iy5C_^P(wL&8wp1)lrl1ZCoyE z+>NwTj#nL;GX_$hp1!#y*A;UIC_fRTf3Bb&_AX zF!K>iI3>GD@mnTmaGF(a&PXhxa*v=+p3h1i`4qcPPNOa!@*NCO^Xf^JN`z9g8&yLU z0}Xb`e6w~AhD}oh41`l`FN{P)c8%ohx7?Z_ z2Op4ZC^Z&L&~3Tj>=0XTB!o#iQmg!SRY8+7$DT={)Jziqq?@eWRhcWoyqu3*mO#jCpn?v=qLziE66!Q!=ANg?_E+ zt6nW5qNuq9G;WFxm8s~of4{IcZ-XlHVFLFy`L%P;oJ#wCsMl2_64!QFAVUoZ>#G-u z)*MTjMklBRZd`CL%Z^8XDo)VO!>ETY3nF<||2!bt!6`2k?yFY#CVP@Y!;rkS)WS>P z7^`{IyMH~wBBr+Ybtpf07Wk;EnQgSzpM63yMU-|;TxE}XEhcapR8FRIamrI6Gvyl? z<`$feawgUxl!zylmYiZE=^ebf4*&GU{Q{q14YG6(ZPjw|*}*dHCZYP{q4pjdX=j)l zG7ct{?rl{=^YgQc*IA$>t*?{nB~rFKmWUM zw_l5m>U(xsI{4bOi_)fbXo;hs2zqyPo9Io4y0G<64nCOse(`oCm5gmji&%MQ{MD;U z`W6EI$%-v3_i_sF8N(;2Wr`o|o%W6M)QxB~~5RLn;+mulwPvDY#sKijHxuI0)-kaBVk+exs zn*9q2OgQ?HxcP|V>hXfn2EJ<+M&qYr%L@Q|POW~bV7e(9R~97xb1eZ>n?G6|DK%-# zj!P#5%cgmZqoISp4MP=maxz)uqcoA-RCxP!)=;h#$|Xd0X;W<`N>V>b#0jdMU`rN&lH z_Nz_7PE4vZ-ku`5kYA@iVwzI~I}k9Ln9>!EqAk_?y3|DYCV2e+n!Q+N<*(ni4qmMg z8=c5=)*W1re+i$!K0@A1+s_;3jvZpz#E-s0MONFJ6la{JLp1@!ubL6-m}s)IF5AKp*P{DI)N9}%=2HHXhBdvGQ!=*GT(Y#F z2w;mZDGi4yTDHw_G864)KKyKto5+?;J{@x9*?u1DnaS0^IrH#GkWQ!5C-2?HEl0M< zcoSz;M5Da9XeLL1A)B;RPoM!0!CT!3>HdffcIR4UBcuh&3lMk_vXTS^XR^RtlB2Cy z0t}B%_PFB&U_Prk;EX+$Btk+0#+9suG?WiEIfqBBpYxzC@OkFS<&EN7Xi9-vhWBd{Y0Ar1b=E) z3d~9^D}_BK7p!PKL@wL3Vz#D4s z5MUZUX^3C~N_cL2GN~KxQblAk$0A6~IN|y1b_G}sqo^{2mV;E-qbXt#VgwI#)+Q}v z|LRTH4^FVn(vG9$y>QdyG#^mG7{OaM;UOn-Z+tvX2(O4>3N%hbaih3ZnL+Tua84BW z1pS_>)l3#-ppkq6sM=)3rvM1rVW9eu7444W#o&V#4KmqBqHQMHAtd*?vN8ZXcxn6- zh$|Sz^b~8OoL=k*p&ln7)#H*506#3X>>Ql)i6m{sgg3ioJr>=?qCR6v@OD5jfp=G@ ztw(TT`iYec)mgKW2~9X|?UgJbTYSn(Z*>DMQ@qYHiK7?CYi&&ie*raB?<9i4%RDHW z07L! zR`!(aEQB|sjN$l-K%Fvhk}*5Ov+#(lIuQ~q(|TbNjq?G127@qY1PpqLS+_a^oCA1+ zqGwj>y_}I~GSF5&-! zbjfIl8SkKOb{u1BoOVKD7weX_d%{BIaUi@|8luZ(ESiGJ=z#(a6}|W<44+_NmX#bI z#$zN^mWT<66(LP1zI$th;IB!uQmo1fiygWSd=+WM@*1z(9e`$*G+w7*3>q6HxJ?kR zc6XLDy(_396=ZU_g<#tE!2*D4Ir4uF3!Gxho|*(!p#k6PX4>ru%5d4tWaFopw>WN; z7|7LlNZq)z=-_W7806YR4m0WkkvoJKOOD6!Q{2;yD^j^kpjpoW!(EVswS@IZOc|${ zwM~i9FuF-jP7juvHKZ_%Rvq*{_kJ1bR|NkSfmdb5;Qe7`PV5mYBWq-vt3~yfz451!Qilr^vM|ya_AF92%!C;?+Q`G{8Li@rcTLJR-+` zw`a>rR`eIBhTNMVk3TM)vu~3Oij0iZVgLx*As7Y?sQ`cEGyzt+?@1z>a3P(T@xbG( zqi>N-2_X=oQ3RlRPZg1!Ba+FSvXDJQ3CFXm$ccb|pOK&hPFXa{Bbd|_{Sl4Y+>qa} zp?=x)Es7PhOEMk-?5&8y;4joiTQjMnRS|W|ne0o3JE;ZSFzUvGC|w4D#Re<0V#b&< zRLTM_$Anfzvqk1W@`y%J_Pd@uY_P{9;4kg48cd^Fr90k?oMxcvrHDW_sEFoL$N^Dl zCxDMaIoVlBbtrC(p(3J^`z8r6>Gy!bCB}@cUET}4InB@%R5rVrcFMo*$xj+pq=n*> zV-fs`))XtXMpz{*krP3JVe&t+^hT3GUaravG&W6xv?w#6{EFmtvUZ72*&hW3^v8lJ zgqTfq@|-bv1Fe+#JZEdGed>mao|&w5D#5-cb<77%c>~OL~G$9Rqx|GJEn^rZvw1DwFdABC$zJ_c3sZl*wkv1rV?4S#NY^cH5_8YDA#3~<7WXbFq~ zn;d}J>6j4`gKiSdipPiGh7A?fO${FA157{>SRUM!kd2KEc8~m9sRp%a`FLP^5)xy^ z3=#?0E-Z6k?vHpVpm4nkHpoh;M3?B11X++2;dzl^VwN-D)0!ogGeWk{9x9=!w|2y&;aV43=JC7%mJp+*3OiX zR7OTEX0{%|J9X_tGy=@a$cCPo%+VCLE;djacZtThtC7GiQwci@?e!e*jb_MuUQv-# cF#ruBLnOOVQEE9glf~~H*wEd&H0XW*3*YVSP5=M^ literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_26.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_26.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d0eed8a44a8e6ec762f4b6539fe7b67cdfa9034 GIT binary patch literal 12335 zcmbVy2|SeR-}gOZ8AOuF&e+XVluVYykYj9FW>g%hL@}cji7YWAN6Tb4p+Pg58B%E_ zB++6^vLqEMTbAr)U*Bu!ob!L4=Y2n)_kG7_xbN$}e#`f_UBBycuY6kRgf`gXZSW8b z20<|J1Ff_}7LbsjAVN?;2!TKd3k!*eBE>}4trL~qC@GFqltU>g$|)!)tLtbft8P_O zP(T}CwrqKS5#AJ4;D5&iCfBvjgKoUYQGdPtG zrV7C&V0;p=mDdmo=qUhO{XoAzFgPE-fFMFhSY#cTP`Ckt!}$2%{Cole{QO{c1b7bd zO9*UK(KQ#8BpgMk1|WAtCEXNK+w<_nCSudLx}N8m3&J8&(lWAg8k$;Y%x3IPeFH;;pQ0Y@PS*Kj7l}r<>QYMp<&T~#az5}`3fyLg?=qHE&Vzp zo6X_o&H)@+q$}YdcXJe4-Ed8`1xyc zYI9UQ{Wn|^02iE}pN}8G!v%w%17AJ~egPF-!Hwnw#L)mr)g4hn z$UR9nAHEP)(<6>=@;uWdBBhS)(wN{uTSfMN2kgTC7qWkV{fny&66J#d=kZBEIB00P z=?S+T-!^$KwD%xczonh5-{h|f2GacGNyQR=Y(KjvaRsCN2TAS35w@Q+T!BDad*m6r zuawkoS#cHV$z!0y@5ZINw<3Mvx(bTA8~N=VO7-ghtI3018f5MTn#E(0AoKm_ECuCxK#z?3in zj_r0}LM0$r<;1PT`RTMl3CQBy5pKJgM0c9s+5i~+oA>GkObJL@DkvqvO$tiMtHj~t z;Fb&$AOe&`02nU&B(88(F@2s~o*W=NWtIPLcK?NoFAt=k=WiO_wW&IS-fgSaY<1as z72r8k;FsNL`6R{99sqC`0`|#iw|R0kN(#(cGvnH%+<%RK`N^7VbpAEIc7Y$ywEu&w zlvKO{c;`QO^BiJKYIg>Bq~Sa=!0c+&`nE%bYd!*qGW_Jp9YVp)BYEJP-Dv?(>jUHb zR*uKu;NJ`s3rcq=A4)13Y;{hkzZ6FRyY~Q;Nr($6-}-yC+!{YtX^0wMgO- zu43Q`v;+cwPv`0IFNf6#v|9~JpabwuDLMG>pwwAYiwJxLLJzou=a=8JKs3Jg27nzO z#a+8rrwkx6k88eJv%^Vt-EW9*^a=iJ&*ag?8&;>M9OvNyHX=OY*$DUz{pq(wAH~tv z4DuQOn-icg{;!7oCspi=+IY@gMgOn;R+;mRwHg7dm;ukfC#h<$8glg+&$j0H1 z|3~n=sQM4n8m|S@|Cs*YVnFKO82D}D|D6ictFiaq5+voS82jIjWBiAEe}^GYAo?Wx zxa((|M-NMm$)i6z53>PiG5X28X`V%o99KHz%CnyUMJMi>*Kv81Tg98ele>UO8vgu^ z{{A@n$?Q%SFok)X=M*pwe0Zb9T}YqsDEBkZlxtjl3jc$x;2L4B|CYJ4p+SHxdX4L< z@aJ!KKYhq^p2+ec`OWWmPTv9^tf>(}KY2$U6Z{`Ts?XmX`bRV3@Ess-#IoZ4qcosM z+NzR=u9?0$1lTR0KOX>EU5)xjyfV;xRTNL#HB4eRTKSvD z%~fkkaewnWa$IMXO(2YS#ROj?>fZ|J9Njcc9L@t@cKVu4>>kA*{S4=q>Air-e3k_ zYZ_ncs^a@TDHW7j{hsl_gzV1?9$;^eu;xy{Liw{D06E32nBpO)Ueib9>-^2{0gqp& z0A&5&%CQDu9Yx!A81owFGL}(A)|B52b)w#cbp~V+nxAhNf%z@^v^S z`27SPUF_-&O5P%YrXvN`4c>(d3f)1V1*0pa*E_#$s5~Spn&D?AKHtY&JcN(b2|2kw z?a#^Al*K~WIb_`b=qe_;!!?1@wN42#{WZq;0>+>^8jZcr7g8lTi8W)9;inu|`~f#R~Lo5J-xh z)!L)Zd{krdtPd!`lN&Ny-u04oc?^eMfo7jtOi*62m;d}4NdPL>0M?Q>DGde8nYr?+ zgxNi3x6MtbEU!QYvrV_o{4rGCQ4^ z-RXrn{LNa)M=MawtFGamnlfPD6)2tv^y?h&54lf41Ef8;F2N>B32tdI#~=!O=Ck1U zh`*v2(Je-*!R6z{=Z#jN-S>ZMdSuq!RAB|W0p#;S0yQ2r0POR01u6#wE6`u!R?ABt zmljc7JgLB2F_m3!dupGrK+io_pzc8m0D4-13uvg-D^TS}i4{mlGihmvxiE`+$@mIu zcAePSwtzUYtjWU~0HWg3tLrO}OL)Sehbz#;*@=npSAX~zP-sBb=Q|gGKt9_Qh?((i zVFWkJz;!{*<^A0=%L|Tc49=VC%#vn+cF!e&&$&RIlCJw>?m%M% z)67NtozGx7{ohMV`8x6dcM^afCJf>*squ^CfCOdsHllJ&v`6FKr9~LH`SoqqWuCIQ z)Ug8fly_MzD$D(I!-L+0>pC^-g&WeLjKu)pc~+I>VhUZOAuG^P9`XHIGwcd9w@|VI zRZ{?P=#k;)aDP)4FRpGRmP?)AQ7w2dW=1z*fZWqvbWs>`cd!{&TY-i?UZ=b)F9eVW z%g3T@Rv?k(kINJgkk2jUE~z{20|>9P0ul-{CzoF2plFeD{1uN8`Ghk89GTDN@fr;E}ZzNE!F zwUn;Il`D|B7VxvhA_+(dmtNvOvb-cd!Aqo}^6^Kzjgn12=vxt{&jF<@CbV9e`HVb5 zam1H5^-{*~XRko4tHA6xm$7l<^SjSKO+tJHVKm(0tB_<85ve|V^l_H?$EBfAT=x6& zF0a{x%NLk)+qSJhl7|fdznSH1P;+1_(86Y1*WneYWiO=@w*npKS^Bfp>(lF!m?L|| z!$Yl>>&#~px{gCxe})b&Tn8aBakEoEi*Fy%ii29ZW;nZ^@WwaSbUbMVdQ1R$IDK?N z{1v~?!hS?62C-b{fZDJdi>DMiqo!&>S~4a;;*LFxzN-tuwP*#}L@3BxTV0>cm_RB~rFeiGV=+gBwJ5QXCun##HqULnEEH7_*d}qf@Q+J$12H&6WYbT{`ma!Av z_R8ZsPk_8SExf$5i_fg}BBlA{+>dkCxP0C7dUqZx&eN@p1-^cJyGH$@TTJ^hpYvn& zd57{IqL_EZ__q9nrNSc<_kmmgIYBT$5_QAA z>ZG9!SYM_3b0$3vGwg<$`y!XDHk5ckO0;UkkL?16gQqliaDLr16!4<6meArpec`#x zF{?I{q1Ol2(ftQ^HW!cTFc-o zQtOAY8jE)WXBjr^)`O(0uH{a<`o3Sm#glk!nQfTJro+mQPTVfG_nty5o!_bccs2$Z z>Q=vaseGP*N;S{f<{f^i&17J~sw~9!>uegiD*x7<{)@?7){E4<^*6g?P&)UGQRf<_ zkch{>Ov*=;CL^++nfcz>QoZ=su|-#2HU0kayqhqJWT?2#sDA}g!Xh4z-Hw`I5g`u)E~f>xkbmdW)I97(C5oV2O?+jvSyj8(m2Q*}@=s>j*9 z+vJqhtHKUL*}AtvxFjC4ga%}2_p^)ziVG-MwKzdgznm|Y-)7E5q(`b!driDnpEDQ2 z_wx!GWf!if@W|Y9+Ao%SEJn`~DR+^?$)-wUuV>TXFBp0@mXNjv^3`U{iy%ZJ1ODn4 zo(!w0QA0XONu^*3W&%i}6AVwvrathd*?KjIdZb-LuID^J3S8=o{Xi*dJC;yrk<=nA zNX{h`pniUegc$J3+nX+IDB@O*E3e;x%(!j8VSR%uUnMJDvus891c;Ns@$LO`c3oW zx>I#G@KrT6)19929^XyW>*e})D8G17ClYtxFEMa8CEEL0bI)rRflDb5t8qgre5k#W z)?d}KSR%^%(u}rp{L}`_arp|bzMHH+$725Z-mFX9Wn-+B(n z?`yHVZ!r8BqTKU)mDzv4>(62~zml+Ej&0{vN*m*1AmF{Q_^rn}$Zq*#5pHG*@PYSa z)z3Ab@><+Wk@Gkx_bx{eSFjC2O@1k_N?Y&&{TeH-e+d-ZiQ9&~y@aR)TaP2lpFjsY zpcV?+J?0`wuIiSM8nJZoxYv^JMXNmS*9fccW^(K9`@X4&!}q9ts9h3sL|s1JuG&31 z(A$6B8L2itVAW|_m{QDitRa+sri>+-#mA$NM_$N1KE$mVd@%YaE)};FlqXKhKCteL zj<#!O)aGO%)8%WGp_yLm24@89HjTX2#oAzWCElJi*mmEdQhJ?Ij9~us z=Yy1PF#D6Y)V?X*^88z;%GJ@`Q#CzBdzW|iC%M;(KKI-tHe5ofTqq(N6JKY+sHA$?6YD^t%kUyJ5Y3E-?Ki{#$@@1A{YLIG8F{s!osqsNZ5ehe)#7;)990I*(uq4@mXt8!dS8k zfl03utZ>Y6zv9xnjLcKO|ChZBzRE z+kjo1#OHm6OWzt2@)S28Z%Mj%{>sB)*fRbq>tQgB)mDGO>-++2;7^3e?MH)1bzBqNDr1$5CeD=$)wmPn&mub<_4X2{HXJ!~n^;NxB zo~5_PVtV7lm^W`vOR3H~Kkqh7Jo9#VM`ZNw#!thbioA5Z6?)?kP5W7d6gsN^=Z_Po zzK$-we($>ti5B#iePlFxPGa_evt#Z+)5XV0>P#8+xZY*u*aO;qH%%6~-;c)j`;H6P zf0COytom6;n{W(TnoGOisk^^-VpGer0{`gD#h8zCJH0&9kQMEqW6D{Cq_+4Qf7fH) zv&TPID?Pkdiqj*DwyFNOGr`VGZme5AS4Q{c^MTCelG`J9zDi!pN{dxO%dD`G?PDcT!`adEBChv!JoY4Z*vm;~ zswLuVFVQS$(D~%rtru++v)Ys2p0PLJZzfK%1VqTe4Ew4yBP8T8-xNJ$SFeSon&q}$ zxYU}KWM?L}j_Kxf<6FMAEQ^230M6}{I2WUthOHnw57`vVzt1B>UvgXH3VvXyZSKSg zv%W+GlDLd?g3#HqjqoOX#4Q$oUp&2}T9%E4=$Aeb`x2_C8)@-8--ib4tT?A}*>%W@31s5Q{XZ)l|87|I%l=sqS@ISFiUl*plzT(;FRP-HvSCuCR%!@7Sm7nm)s+ zE@4?&NnbgZVS1+h=9KY8ipEY)oJ7U@Iq!FfN&h|f!lpc)1&_>r#3Y32j+wa*-P^f9 z>S>p=lYF?))G@lmr@wj8t-${ex9;!{G7Do0R|}@!o!N3BSJbNz6x}S%`=L7can=gt z@A>%NDeJV2hn9C(qkr}6etem-v;f zbj@(V>nZi&NQ1f_98t7sf4XPnpa*!zFT@ed+H(#iCm{SvXTpEsBe-}3j-rqtUKYhs^gTv)dIIOoiTn@1~spFGAA`Yw5I zPu*6I(w@zcxsZruyiM?!%U*>$4~XW|L(Xnyx4(N`k^JZjTf#g|%{!4R^!kxX#5XJn z=2z;DcE3<{MLq6dJA3)wsdMUl zHL(*f>QL2-TNJY1+SF>LjM)wc@6>r_es0&+0F=fas;k07<)8-Nn|?kfy&1}}C1V3P zxyJWr7lh4{e@tU>ziJdvuWxMe^>eX*-z8Dubq4V!Nl9;tqo?26`pv;v`+HnR{H0Xg zqH529ZF^k$#kQF}lBX~JxK~sV+W3P)oRdf{zoEO&Can9Mvd|&bsW+ny zKXFO7zaD>$=sV#NtM^k45jgwAvD;UjwyiUogqmzXHFIe)O;@b1+58CZ!BTGsyPd=) zKGnosxlr`I;RktipD3mZ_pCccw#vG?(1LR3PjZr2GrWG$s8(&zvSRmxPkwU^dxTVP zcl?lQ-I$wYAj^NtNGtbrRY}Qi^D`bBUY>ujZsX^Z(~DcQ)RS#$O~_P{$4H4yeJ9Q*H5FYbPh=f06;nO&QuZ=! z+n7@Bz?P$DhwMlPBmQd6W-^H2l%g`gz4yr=Bzj6EaRmxmhZ?^<+La)2djW%MY36fS z9<8iS^C3T=MAUwn_2_<_7fl{>kU>`XXD6pprKlK;l`Z7%(cCDet-LV}$^IIu3wWLnL$+p#=)eOR!5Ce;xkk7TG6EC8AXp1} zH1A7iE47UBpWPP|ktYPdN_~S?7cr$nC2T_wQVMcu*bY$J*Ch>E^;jXVbKt+Mus%p{ zs%UfbF+#%}5-K2o9iFl(4JQX3#u&1Zo>Xxzl3<4DvD7gcL_-{Ib(tVlQgbcx(krz! z-~S+eo?;1P$FT@hBNk|nIQ5z&*g2wiN*Uw?@1yMk#J27t4uN)HcNhquP6|uGaUu0v z!W8^amu!!!%vRvWh(#F+(-Zc{BhNiqY^CjbgHDIP9(2vD-+VuNN^4;AJ^M@Yt`om3 zBpMc=589T)!>Tlb0!I0o!zMG&vLVfd*YE9ry5(J=JPY+&67bS{7JKN^Vzie12` zkIyFrDqn1YetHd4Xb;m*d%m^P{bBQt)K`eDmpb@UwpYUP2i|60Q~BLW3IQrAuB0#(f-tD@&ng#~&Zgrt01=5bCUZ z5%|{+Df5PY*Bx=OE-DW@&fZBY`gPdaZsP`Uwz|{VBZohft1y`xBRgnEof5Y)4E?Ay>qCa*@-}1&krfkHnI`?a%{%?^nj(bnbZ4%5v5l5jw1)%HyV$_rsvAJCkjj3 z@y8v9AH#Z$1m2mlJ{-)$=Bo#Ynp3;u= zd9-*e1*xW-~FP+DM2jU~h2DCk2TPlK0@=8kvZTciWIbRg2g;POA zCT50%LlhfJB;+KH^^A3bNNi*}OMrtdpbPD40>cDLq^R2taL6JR+e~~9)guYkdx%Xm zT{8gS#Tah)Y9 zPUQtlV3DMyM9+xW_1*}#pxB7^|aumh4KR(=nk-wlqNjj)S2E68Lo$D(ipxcp6)S?O;?RG zJM_)X{$;|;WU6A)kR2gv&_N`^nuYL)ucDgw>~20egUyJj2Y#T7Mzzu)oSYj1TRg+! zuQc=^qVkc@MlxUUlp_p9x)N~lO6JiO-m=+WOg4f%6@T6)*G@L5^ zi>u%yuq*L3Cl@SBJ&J?mm+@#=F}G4DB2UjuI2w;Rg9%{?CZb0ix?`zmSUR`AIV;KL z1&jX$SicG~onbf;+koB9_K+qiJDDn#*xyV;!-TQ)0*^+%06gXsr;P-|Y{x8^3VtExBYhF~IZz?hoQ)upO<-(S`e6Yi2lqeB%3P91QE&NXDdw> z(4q9n>@=fqP;>er^l#L{ub;r z2TP|zKlJSDRq7#QaHyS_@(C1J4p7JW!8-fy*gl#Wf3tULJiP*xT21n0bapClk4s2! zvyitl&yEs6686GVsm6@~wmpz>b9024EEWQhpHT+tpAM-LEccumP%Lv5sT^*->=XwE zw)zfYifE{RH)B_`lRboVLg%OiTJLHO9CSFuTKrsHs5wmC5rG~$z`odgWG)m$u7 z9A#s+o)MpRdp!N{)4c=4L3~8sh`dU_YKEKp9`7{M>=YWW*Ft6z`=}y@;6Mr!XdO6c z1~BD={REd~jz@D@f=M>CAQ_gIu3Z#ZHF*2qvRyRjDDs+ymfJZPop`NMW4ovmIXsBN z5=K`dy*UDvGD!L*EHo;hX_nKMrUcIYL)chwyp97bS3K{A|r{zh1(3P5423mOg$9gI1*n<^K=f;n`jz!MuIvBjnZbbr#i z%VEvUj8mXVH25o=h&z#C>tSrj;h#p9aO#z%8AcqfuPLUJt~$nCwMuM*noB&>0F@wourzsGX&@e0Hr9m6UIa}xyIyVyQ zd96x6t1UTR43fo`St={h6#)16$-hu;?m%l9tY>QS)tDH;+zVck$Iz#}oM0})`EOsT z$A-1;_r59rD7jSIY}()y{}0d8(_#AuPbyzQB${hI58tnMY{P}S!klNJM+^ScyKoS7 z^PaF>TPr&(EKQ`$1&|a#Eo?r{jOFHdsZk7{t3>(=Y;izZ6pC72(~ItXeb-3I629g|QzR5uJd*Iyb-zepuRU6z_8kTl6rc4oqs+A`S{ zC|fifv~r;IgAxKx5{^{GdZ&%E!W-cecv3?l@}jmTIkLc$D&hxH^b{r#PbO_>BUs9s z#PCTfG{uw8kotK4Q`@W1k1at$KFEwbe=*G_GvQjUBIz9_&}`l8fqR)8$|6;Q1(sjVHV6s5ofkpZYv`_{k}>9$vh|P*XSIq% zn}L&%NfBMEp1ttoSkHK}J0F*??E+fxTBCpr*wV>`d&c^O2tEF(CGl zkY{o#uXCMmG|Wzoy5tswl?%oQ#AJhAu9*spKm)$6R6&+uc#VlIFEx+^b6$SHGsB#~ zo5uneY-S_8I|W&g=>&@<#FOgzuu#rDH{Am=hPRKN@qK+XT2!vLayW^rcZh@FC;Eg| zySXBFQw(2lj*D13A13El4J(eD(lZY3Hb8PDzcL)wZ>A>iI~Mh%Gd9q5hkn17%)NNc zggTENBZUKEZQUoMs!p85=BxTV+`wwG46A~R2(t&RS`!6H^)lJ%g`!Oihk|0(PN|gL zP1a;lcN(l-KaIOx(NY;(K*f;JEP+}i=yjc7^@?FlV8e|bvY>I@-QPQjeW^hG8tnjDn*ov zlq}gvg_0#?Np{05|9kZGJn!#)um5$u|G%#3n(uv|``n*%&gYza`3~n3=Nq)a%-GZz zg25mN2L3^uUg#hsBp@Itz%L{yD7bE&kgzCROjJZfRA%EQak#uJVynEYoScG^hN{AL zbwxQjj z&=2uR@Ne9vX(X@-e?oA3AY3av@ve~Kfs)so3GKg>wB65MStl$hB`qVXtfGoUsiF7i z?A6uVckmF-*yOOOnaxpKyJPkajvk&Ty}XG&zCq{C2Zvm^cq!s)g=-fK;{9zF`2V+I|IIE5U>6S`A1|LE*De@O2>9?y@bPcc6xe8l7d#QT zX}eaq5d1*m-ICYq6txMzHoKo~7nW2)4=B%YO!KwijNjNcX_ z?3Pb(=VCj>P1|pauLYh0dG+XYrPJWBtvxQKOu`^pvDdgK*-xVfiU$IgrIkb;gHpdj zosKE05E#boaaRN?*BaLFu1Qq-toj7E@m=OBUlZ+^%Acb50#x)~0ze3vJWca6eHvQ| zHUF#aX>PAM018B`dd(?dLXDmXUF^;~=YL&_N7y8J)p`PUCSODoqX0bIikD;IM#FosKtW4xRG zcKpx(yW`sf{;*4fZ_OSMFrJ;jxm?ImzX|7;zb5o|1pb|7Evh-+On!&(e|UzgiA&V~ zZu}p2|9AKO&&YB84y0_jELsBv-1|G?y}wEH4=w(;@%p2xl1oS~`_lf9?oX7q{-Nlf zWUBya4Duw+Z^v3}Q~>*b2NmQSeJz&UocSHNwN6pLl+%Ta_{TZl6He1kT0M?UaTd}c zoW8#W`59OJ@NpVwN;@gV^QuwDHa6vS&ftzo+DZG*=8vPpolb61YiZQM2mEd_N#n}L z-t;)B(HO$>w9y58+k&jv40IQrrmrdEc5X2!0BwZHKNEm9?=p=>4gS!SzbB0Vdfzqb zT*e0|d^T<@;UYQ&(AZ3Jm2f*lQ!0@a8`jWrp^5#sf%qmqAa19Fe;nubM+1ZWTdPY- z5X^N=|L<=ajoARM9+_*XJ(%s!H}l77yY2s2qj#lt4IC;M-z53Res2Hwj>$q`3Z2_Z zUjt~u9rfF18g3=7K=+z{u7XM~Zd4FIWfc{C6nxfnaYxZk0#O0rFT+Ni_9jV9;IMoE zMZ-a$QRnC?Hw?dxKArQ;2$0vX(Iv%Mc$K(jVRZPK5YPsqu*i)J82HEh=&0Woz>pR7 zz#B!tV^R{otp`#2?HV#y7bRy|iYD$&ia)YeA6`KZoXxn6uQhod%U(G2DVd^M zP~QHET(S!uXgy5}g{*32HVdqrYDtW#ymuuqRhO#nP*2-_k97~h7|&j6%UyNG%zeg8 z-^JQL1ClmV)*PtyC>gmSJt)AgPq+?7U%u_UTXlk+lw}$*g^9nofMS2>O z?Zkol+u3N6?`Kl$cc2Ub0Ce`DLWJM5KRgDY-jh~WFz=H8V*)7=*~-W*sgD6h(&%FU zZ;TKB17mRozQXRxn zM=mLTfqwxM6lXKpM!*C?t`|-MFQfu5%#&ha9!{6qU!GE3b$rhzDR7{w2qsYQ1OTqb zOn=K6@NngJEB=>mpWpL~bIpm4jE$Wze|bv!l%y(s>KO-mdY`>#SMOa8bfg$ip( z?%7+sE4}RI;uvZ4F{%GR+SD)LY)@_+f$?|TI~dUpu4k^ZFRQZVQG?$$2y?tb-7mM~azVvdNB>F`y?Naxdp3t#XtCuhjt4r-K?7X>8 zCcmFvp4vOLbv`uzD~Rw5!t~~h#q3K5gDC+muqAYajm-txg@vMr-<{+kodBVn&A;xW?{Oz9K{8XerVI*E7d`qYQ)+ksd;($5Z41oqb=dV)F7 z+>8`!5&6jXv_BY_$jS#H#7L0(-P6|OwsYkqMV>eX(9Q#&`2YsAzI9#tMElR)^IPuk z__sxS)xDKX+6g%P4Uk1$%By9-c)-5DSCTZx5M(hCLne#Of0Myvx&6eKTl&Bfz`4_( zf%aj<(l1ghqE`n9bLj*m+$weU;-3RIJv|MKnFVo2vOoV#kg?x0yc^$ZhxtdV;Btpf zxjSv=Wq-jJ_t|KBjnBD?2<5 zvozT?evW8R)>|kgn)qn`qySC!MfGSy1bdmzuI|Q+$pmqruvlc<9@2_HAIOF$#&@aR z-Toq;CenuQDN^?7h%6&lqi~iQe&CBIne@bq8M%w8nAytW&0|K&Ub{-_Nfc=8xxJEV z!+{=m#y!d}E@5_Zps0LOjb0H4YTI|Fo`6_Cftg>QJ)6^nmfJ(ehx;*7FssVit1ei5 zzvl}rZ@@@E4WUKg0qhUp*)_*Sr<{md&&j z8E8HkCy=#w5CRkJdO&J3v|9Z^dKbOBEoOpnn;Fg6wS3gut^)H$d`S8};#c%U_PjWW zE0N5W2tC6Np9ZP4Yq{M^cJq;ZJ%uTtRrTBjzZWA!fpL4v=H10~ERa7i^pr5GA6Bl~V`~ zv>6w1;FfQQ(&#ylu`7{Xqjr7wg_D2CyKtbZHqM|ZXaY{qIM86hp9XGCS!;MAl9Rpo za&!qiRJmud9$t)Rcz|eKU$%X?j5}Y&n0H-eaVOv+e9A=_{m)1-;e6ZYihKu5SV8dq zsU0!%(QL;3Y~TmixiQT2Jc((mw(R7fdh4WXQ3Fd%^29kiOZV@(vs3j;QAgi6=x!;t z&c>IDvjpe>)UjiT*>@Oj{a>5tAqU#eMFe>05ZRX98%>sNn;9F&EIQgexa-&NG0Iv1 z)*!(^Cp%EI@PA6|fYgVo(G=3s0`ZB+-6yAf$9bIKhLtHCX!54bDq$#an>$EN-%;lF zm50pPcs9EjIMugmu4Qdzz=Nag?n=R2*QH53>)|>3jU|B`$byV$d?+sBdtm}voZ|;! z_I3Rl!Dib4$E7X4{J7+SI9yFjj*87WImrb}sbLm_ zY)JzfUI4mQTCGk2am>Jmm*DCC?cJ0+Ejc=zBi z2dXnxOZ*i&%49i``Yk!oTW+?8PBU4cJobZ~!P|B(1Ce5q$c{aJ( z?2gn+tIB&dh7_N1*)698s6U}D`LGAs1Lniy(JGxG3i$ShnE1}jMoSUGk<3z)@hwc> z^BrY44wQadkj+D?iPn@=%S)FO8&8fu%@$Zfj zK5Qp{Rwp9(EM~jUbbis*P1>rZZsH@L(A~xTbzoU}fb2nCJrF-ajDFkRkhtj8w_Z0f zAnbN`{wKf8-AUIHEC3=4 z&;?SY@uC<9QXi>X{ZY9>0oHJ!^7)n}h0vq%KaQ~bI*s?byra&mf4W%dyU1~_*+zUx3-Xa2$c~@UKeq*N;-*w!} zd=eF^2wxBr$#<|avfS6PY8U_6uhMC)*10~Z-gi)%1Cc3wC$mmpqWF9iEGUjw)9gTl z@_^I$AP)~a3X3}58fdw1di6kgfC0t~72cY4jssoFJm1M$8T*0cy|r(K%|cJ)uP$`r zan;}Bp7;0XWu338TKRa)6jwdmQqlhv-C10|6nnl4AD}x|TveF6uX81Hl9=-?@VY~C zSBJd2m5mEsS&Emk@5P0VOg`6pj+{<$UZN$1X<+Bi+PoEXC(Vy-KBGl>=UcZH8zUTIQnG2ZgF_or&XPuN>0pke%%P27#6C^NUM0VVMgE{=LdB%^$*~C~m%yd?<8SDS z%HuItHoojeK{bXc*zpzG4?SWmvlHw8y z-mn(Z%^fC}C~seoc3Df0&ek4R(Q2M8JgTTvZ@83an9aV2e|oSC67JLH?YQ~LzTs8o zWfARwS${=dH|gQk(G@#S+4*EExkG$kUx#S_(zkCj<0G_V=^K@TflbM)?ms~-&p+YwMB5A0f+-_MAk${KCO!Op z4zx}b?B-iJ&{jHkJc%(1wAmTU#vmN^($CU7*c(OS86%kKdtk5zW;B~^;2^isF}%_a z=Ko-*@O+YDnA=4=*5zQXez@90|486UH)v{ACk0*jgyaJf#{y+aBj7Y5XEg z<%P_gV(d$u?}5y5*X6_C6|#5V)nojX^=W?eLhEMWd#E3iGtM`;3OeS4s9{!LgYic1i4R zobq|08}c_97<#~r%a`g~+n;5kTY`(OigzUXE88ag6+03-I95dBF*X^n%7{$-YNFmD z;OTX;1-?#d=kyewk(Tk@e@L-=PXKB9&Z+39&+HYE?d7WaLn*XS{g^OBth41YU!>Fh z`Y63Oekq7nKe;BmeHGs;s=Z#2@5=DMF%Eq`V^)4v=UcMU)%68$_*T50J)M#7(l@h6 z6A90nxp}7Uc9?OI({ifA$Sk{dM=D!7ca--IaztcHL(ti<*~hC>N?}*%s|T;}I={U- zFa9iuL3wW(rhmSvdnvV^RE3b4m@w;knswoN=&(_B-Sl?8xv|6SYuUStPAi(L_EkPT zlbg-*y=`>ik}238gd=_x+0#lBgLr!)J#MSJ4b9&V?5Ueg+()gKo)^X^7dnYrrbCYOH%RZ!JQ*2iw<@D^#K^rhErdHr zn+>nj;6N`CBcz)9@?Lv%FPq;4MLdG#d-8+dx}I6--Umw3`R8_QK@+?v2PG+HNQjt};fzwMB$iN8B-x7VV;o?k=P zR#bpw2E|fMq-E>~dr!=SFS}>D9k$ikXnY`2^a!TAVuCZ1+V2aKwo_j^lH=X7_GHLZZPktW*0E z+WR(FJb$bv3Ac++ZpvVWIR`F0P;PrSdHvpP*`KAeu9oE|F`78W^SN;6J7t22g^gN5 z7#&~hCU)sd6msGyPkW|?tRoccqi65~6@(QuEPc`8Jz*T$49T@88xyJgU*ftdS%oRq zyi4L{&Jp;|>))}$0X{mE^U}F|iN%Eqx{0BO6`816$2zim#Q~wQIst0$0&Vm9^-BbK z=CzwAj5}@UO(jDkeS+9GdsKVe&kJ{tixa9tn3~M7vq_hoH{vXFJ5KMpba-dB%DNSA zg~S!_&G^ScGJ-#jXcIokmTc|(fvwLUi3?SGyH_RlT^w?#%bMpWEg)}Z!Wj8zz0xIo zrk@58Mv^rXK)r!O%MZNDTa(d=KPO5kqqBu^`2meN#-=*+T5lhawAS5QhWo+ErMvvT zT6WkwO&R=Eehzb87je^a^Y?oZtG%C`md%dBmw_I^^&8_(WzV6`1ZVM7AnB^avb)R+0;!gMk`fFa>-RC{a zM{?w;d)THqVVY?%{2@VuNE0BNl<^9$C!)y+GrnDp+NL;OVg2*em=Hvk3K52rBY4HM zDbUac)W}v#d!9U+xny8*%K2h1jeY^Uk&E`^tRe|7}F9GN{*Pr##n*ls^jgFM~RYAU6yY0U6OIV0KOW0-R3 zRd=!3r^Y5mam+S>nyU1G%~(ubT*R;Z`myMj!!Q$q6{0wB$x!u0S`>cU)~XBa7hyLo zckVGbdPC zp2IlZ0(w15S|(5U2Qy<9_@`7CYd$QSSXa*6f_P$2t4|Li3`!~-C%!A zkMC^V_$lS#i%x&VwbWJ0WtyIca(fI4k@sN1EAGi7t*7ysuJ6d3RM7*bW&%Xm1zNnX zg*yeZp&UV?)2Fc_waOYOJ6j9E z!WXECU$ZDau11FiMh(OS4RaDA?xZ|Zyn-S}{9+ac7??~L8T0i`I3i&onR{(W!kXCiUyR4W z%L_;!9mvM*6-X8!%h&l@)ljsjuv@=mA2gzR$h4w2P1|9^;P~G7QLOIdx+SWSiDGx= zrTJQULAa=macH47-ZY5M`9*z|4fe*f3DcvVAN;{ zFGHps!ANDOLffNYM>!)w%yRK!MA&pgEa}zz3bq5HqyjsL7g^1$iiH2D=*JwI_d#G&fImG&Esbtq# zUx(U#uw~>mBK0grtz>7IS5L+twcPkxB=H&i*0{1Bt_i*KvB#USS1jg>S!i4vM%}G5^`krgslo$s6bT4HhmPBp$14k2#5qatT&TljY33d< zBsk3#F&5+vn>H-*227Q!GP?KQQBM{vaZ=D@*e7@Xz}3_pb_&^wZ~e%DifudI81>yK?ki}4~hBi)v2#J_ej$9_GSsR=sLd`N9NH16662VVt zu6mv-=#`KO)$vdu)V>Zd+yq|gfrf4qhS0adO5Mq#m)nR`Yo0LhzR(nFZ+7qq_m?y6 z%QhvZ7JNCW2^7fnEuk~eSPasAa2fwJSs*$81a|AEeM>Y|gB`M#jvh;!r55fb9q%(d zsHdmP3kuw znOU@aW~e~tG(HK=Hn8{)C%(JKXBWsX55+)gs8qPioCq<^;4prrjWmdN*GarAI+anGxGo67gY6e&5BCwOEn+HulNeHX0 zmU*=nIQNYk>Zun*VvNaE$yDaYZA#w|ZSIp&(5wd~A9Y~X90?vMmtT`phopf8o z9qpA)kMfJUn=l6C9?TJv<5r=mdhbNV6YcekD(z+mrNbwb%eLQdkPvHxf7U)64Mg2J!kr`l_+6 zly(>%qz?Lyg#quTc?`>!FED(`9$c(dt#m=5^h)O=BtG!|z=yx-b6u8-fzHEa8^k5V zm)9~&7sY35)%_F^U&{y9^|G{A+IY%cW;Y&VXI8yuoGTov)Q1kKrw_RgkhH@O1-@JV zy}YNt-y@aTiY}Jbe6PI;D|XTIuPZa}G?{uHEKIS4^oPS=)QiWRm=L{pBcKV>(yrpe z=_%c$lYAthVfKM&>Q3pUxf@cwErHBf&Eg~d8MiO99yr!y*9z-ikvtQkTXZYdi#@t6 z51IcsaAkoW_-W#S2JK12xt6Q2>b-)hbH`6Cpw3bY6pM zt3`ZBSXtqjyY{_>XOO1szU#W|n|o#Iac9t@OM$6NQ;hD~`0Jh-;m^|#+#!2*m##d> z^3usTRP=JAvLGVftp54T&L%4T#VO&H`36OH-f6wCw@Y{Yhb^Db}z|?FD*H zx>#RWN`_(SptdnTv^S9cpbjeA9VWDOXgF@^Qoyu2>9E>n+R**uM zW=HOX;1#qP8X9s>4mS=0cLMGdBt&gDWwgO!<}#7vNI>NziXN4ROsv&Fk%b+xC?BZw zdL{t{=!~qMr{|D2ZB3~dOz3Fiai=(%K^7guc$2Lu;2y!dC#H?39S4W-;6v!ZV?`*t zQAjF(tu#928I><5Ez=CrHpj`e3Fh3oh+ugpJz|eDY4f8CxlZSze;OZMiG0mm`4DVw zf_RDTJ9kJ3Q@4=EuzMVk8T!h=0?W=TO8OkL_o(VPah5E%J^tPO;@gUBm*S5<0Fff~ zC)?IPdQ1Ao6TXpQaly`JQfyoKnL&3{tdh>mh^Yq!6BO={wpF!+EFt9MB##{e)XDYT zLVW&oXqmJy=3O2sf=EFQlXoONpV`y*mSI-1zW*(#sYQi9e`;7w=Y`Dk{lW+zlaFf| za_aatp{-9ke}r_?N;~rUc1MpXPX(h`z&m!jA10d68{wu zzGCZI^K|OPo=A>LRx7!7N4zK}x* z^b@8ogjsqzk4vR_oL<@pUSNdiy1u8|Ie`_U(+A1xxFLjB)cHdG z+Qz6)i=eXgI0mBvan=5)00R`UR$)^jwsv2PFl2_zA#X^sD$_vW5V6p`ier}X=c?4N~(^P;By${9=Miu#vInzhw^y`nU8ur+il-o9fu6`lcZY=%o3&Na z(Ds5}Y3Mee&$&D!F&*46ptMc8$-;WM=qx0-^wG9dNzQcB*UN3l-ER|e7Rh6gxfdVP z;hx~^+@1)Q)1eNs*w?OS@Y?`mqH$PCinWwHSa#j;wUCC777{Q^bR-q5<3KIgM}zkP zaBE(7is`M>fvJWc^3M!_BhH9zEU9PDhl8gR;=jCw=SkMz6t> za0cFOU)}TeqLk??f`*Cjv>7w@$DR*0ZD(GL8s42Qs;gWw+fDlb8#7XAW{T?e)Rgc0C$w~lagE?X&L z5M203N-6Y=hQ8g7<%gfkZH7?WDf$F2@`jED8v0f&v{Mk?0Z9BzkD7f6T;t|Y%rtlg zDM%{M6(4OJxWomcL-GSBENOIby!J|>sBh~Ev;>8Ge7z4WC*h4s91zBa zOd1qwNy-rvNtO@%V9=Ce200I=o!^VL)+FYFo|q0o=LP^Kr6L!W>D)3 zSI{Vs1)=>m!Jo>n5^j3CJrg=!O2BuM*OyAv!uv+Zyrwvr`~YDyum)xQAm*g6GxiC@ zNn(}Z74U1jmqNyhNrTw8@e-M+KEgRF-$*K`b($a-VaD9z zb)35Z=AsE){hHkUXl`x;RnW!~yt)cQL(g(z1`|4A;B1(iQ;h0-aZe3qz=N@O;&m(o{ZyD?Z}z^VAdZ9>!uwcqx>HgyUnZ z6~Go`J2Q>JxAH!~WxU2024hz77JTqh*&}6&!j8y19(*k#RzLDqzQs6&3?qaJ-w8Vb?}WWw_pD zLU2((X&StOdH`>3ihTpp2mB}(R7{%+ewmz@PMD9TF(`b2I2B92HU)Y$x~V-=00Z}= zcv)_Vg)rw;aC?>74-1aO)?{Ql@|jYc@y0%)7WjBy=T#8;KywO;2-7q{mwJ&mC7Z8N z2hhhTm&+XRmL>d$835u94hOlk^Dr2rdcZlZ0_UKuF-H0BrRK{rSP*eEb4}LTiLYM1erzItUKq1L-jE z9O9Q0Sif0gzn~Q6l+cy{gl1&IqczG0UcQrdXr11=*WLNZxQY!Cf&W4 zoN_-kgPNI@os*mQxZoA7u&B7Cw5;m=hw7Tzy84E;c6vwW=PzHo`UeJo3=NNrj*ZXE z&do0@E-{u@cyYlXzTaVizrO?fx40xhTyTDVK7JuyTrhYrxcDUb1vYC4uHTOlIu#(b zMKf{@;y}Wqm+yp?_c}~Vdt7K0*|1fsf7=W%wAIM|-vYb#{}tIkf&DA4E@&+u3?z?F z5<)`@Ml|2NASR~h?eX+e8@hDpud&^xm9f4XeNNDPGx|)6;tJKebXxtlbenZ0`)?<#kupaG0d}%D{JF2+6)Gz_ZI#>ECWt zuZldZj750-%V!XY4BUwJ;6H}S>wXmk281BP5tW%=prLfz-b>J-`mb|JaFl-wb3QfFuvY6_b4Pidu_Sn;Jk9ZVo2iU|VS1 zWm`@Ugo%SZb%Th^)z<;MZ9z5sX~X_$;uXk0O?Lm!Mt{c}@BXLQct&}a{;Sr1!1xnW zM&CgIsSdB&c>b>z>ECX-{tnl&=x*g}AY|O2a|Eqk2O!A$YS!=@JKv;pJXDyN;;!t~ z##Obv#$Bs=8+0(A_zke#j_0VS6)OL`rVXp`o!*EV76tbG3T+GGk^%*8{!8_>4+a3V zNyl@UU(MB5#}QBBcZ?{|wCXizTK=7`-;RL{{^Qn(BwhxK+IYDs_>->FtLXyBf#$`3 zo)(e+PR+ma1qR9QNI*&diKN#@hxsQw-^|tAE&k5uzq#-mu78kOMfI!Y3!v{f4kSnn z#0*#D`G6_l8P4o>{FjZce*ol#{dbIkFubo?S2(IV(6v3uyGy5i#tc<*fd~=^+GNBr z53t>K)v_7=4SPZHF{lVvJu{#Zjqtep{(mGM8-r@3`Q{7|G5$kxpek7yf|>$Vr?rSo z&^W}?uF{o=@Q963<;^`QJUbSPtwouurok+h@y}hM3ePVG-gK$Kb2R}}K5!>C7Pw>k zAH>c{|LKr)?oWrGnO_}N{n!E$n!IXsLxYY}$*R#JhjV!^%~ZeXS%j7umVu}7?n7H< zM^}4%+PUs0^|UQP!(9Dn%;}9g&S408pq5m1oB%MO!gMeNIbfdTwV}T9kT-UJDF`$( zc?0KY6zCB~1LItD9VlTt-pKsj1z;Uo3A7#>h~K&Kp&>N@n8)z22Oj-Wy}ZB!AK^i+ z%~uF%1>g}h>;~ddCCg?W$%tR50RZeb3?Ud1VER7kJgVA&V4B z04lCpHYdQGm%ss{V+oZ9|9`Q>Q?=tC=|?={|Cc6lr{7lWcWy4ptTrHMqC_`?Za@FK z8(qq-8>{xWL>?0Z9(iFBOn5h0b<`~p1;G4K%;ltygE*G{xyqyYteJqfrOY>;-so6n zZH`rMT}I#FsS>KRxn1W^ZG(^9*2lKuo{~SN8LCAnB)oIyTbuXeOioGuT7sIm4$$SK zm4Bi3*x5%|@5ZOus)lv<^%lPgnqq$d90Ohe)Pl_ORZKOG2@^D|6Ub1#fl#X0@LSoohE7!;et8P_J36(9U01gVV}souzRa zrIpQj&)02DymP@8aa7MOu-kT_j7Xb_96#!arsbnY#*s|M&T4GNyN| zp*lN`^pF6MtcX!zRr<-vWq|L*7Eet|GE;5?0hpo*cEkG z>1OY`p8>O9za{>1!n>Sd?Xq@To_WAwN{`SnUJAKW-2=PymM@O2SxS-^v+=vxpiyk& zxj;rTcl%%DJ^w}e5EvD=hrGhzLO*fj>6hMIh;jkn+s={xfI0NeE9lI?ww^<~HrFzT z6Uw)^NzQ&f9`)Wf)knQJrf50C zd2#5kAnKRRTxcLKf3WfN%c%1e7F_7VXARR0qRN@ZdYyI3pRQkB_TZsj^qLEyL1Ba^ zvv#Iu#0n(5>Dl}FR$V#YmjmQ}TR)kJ#?SVCRa(fl7a%EKzQ_${GbPy+78fe0=*MuO zD!Y6x)MDoM$=Mbm5T`Sp}g8y-JDd9J5!s6j3hJ9a78|*n^)2 zj@6JR-yY{&ORiw7<3fW@sQ=;PR|{^^6Z)ap34BQZEq?YR1{;SRSI5fT;6m%Pi);#q zT9wj0y~6zn&p1Y%DR*rT3|)nvAQ^>)I8PkwDtX_1;C%~4TMDOt^^A`HY+%*E-IRHC zWNr8s&7bmF&EW^t#}*#9UGASIlY*AJoxth z#UL&u?|kY}^FCtekvEc08q?V)!TzeC>N3-(XG znZfLfrY*X6kMP3<6|P>r>hMaj^?LcvnKf&l=Z|lE?ZJpgOC91u*I$1S)OPAD+(fx8 z`(3J;o*v@-@v?LCrl(7MN}0$pTOi^5&C~Z2_0G45kP#O4m6-UYOK}+O4RjgITjtqk z?Ybo=ej4pf8_YTeM5)z60rEXrkrM%2=ySejzr|9(WyU;8Vj&YRymPZ?NM!S+3q3bY(Mcadh1y>7@ZvOG?RLH&Tam2ty_Ozv#jqXU zuQnrorQ_0Jh^e9aPG=Yza8CuBeGawBw(Je zz3XlY_OP4u<+!xOd>?{FdsDcWHK=#Do9a3f^3;I(IWH&{_OdQs}6xZr>7kwa4PTC9$QWia=|f-zQc2OoEYQ%N_h z@hkXv2dYa{D!-91Z)<7+?;4y=;zDuqH=?H)R)q(0I6ID4;wNZHF(0~$WoL}~^(M8* zgHE0;3j#Qaui5Y3Eyv^VFQ@9c5b2l+7Yd3yP*>Koy~7C#wYw~AG<+vLeOre=e&9*k zT+fxA+O$SfFTLVY(H9a4!a|9Y7@dc?Q6FT;*U{`a`RIh_085>0T|en>BU@**V%`dU zC`)~Y@84NsgdTcxH(_ySKmYw3Kkhs=_RB%R`wI4~JG$_S+FT$JPA%bGzurO2x zsVYK5^>XH9Tf`q7`YkYX1cuQ9GgZXazJ(ANp5}Ngh3~nQhWU{Bgo%J$Mts;PltGjS z4~R47BfxPFB9KSMA>$yR8wE|6$}RE0raq#;<5dGEEgAN(DRactRuiER6m<-Akhce5 zWyGVPYD7tM$f1X$Fuc4KY5@3xLqS>8G0V;f5e-v0qi9GCTU)5m3KW=O$4ob^zZXwW zs&qlIuuZA}C%J4`H6p+a3sL8&v(%`r+X9NHscHle$ha+RZMr=KI*H97I>IWV5#b2& zx2jNpsa!M0n%s~gOv*=upg~17E3iVvMXXkJgWAs&~q*5Oiw&593hbf@ns3+^S7ogf_#LyUTsqdL-EI( zLJBQ`q?xQAOPPa;SZLB@n0TJT*A~H-iWZSj#7=Uwpq%Ug3o#|yn-;id7a^G5?hjO{ zh2>IN^VF?Dwf!JKdDnr+C@wTk>ATtn+dGe-PMENb#?~0+MFbBdr)r9UvLsvSX6h=@ zBiu&Ja0auNbKD(a>ZnX3BV52lq=_g4)BX&n-%1KGQ4>(Xq7Nkn#?zs|G3)lONV3nt z&#CTv20;n*c|^@;!sT_V_h7~>jFX^i#E^k&;<$kLiihe_@kz9lk>?Xu8tJ7J{_&8u zL4|=tV_NC_n2GShmSkDE35LTZt&$}K6t$hARiZnJ-yy6RNu6em!Zem!KU1<~5h+Ia z{7vE-@wBxqc8Zs&kv4pVvIE4vS!@#)wzqjdcmo?c1oe42EKs1kOPMURK2&=y6^68e z4$!=UkdJGgx4$>c`WdGv%l{G}}i|sFSGlRsh;F5ICR7nzKwu zrwwQZn!tYq4HFZ45h(+=&-5ao(j``|N|IE(Zsu+RB&4{XYS<=ju2nLxh=Po+h9i`0 zH_m;j`T zw6c4|%AKI63L3P);x7pB6K71C4+#hy!a_>(nOD6q&ChV96al5$X^KbuS2=`uITvz) z){Nw%>L)CTbE)>iM!C?YkU7iwkx|t{8l6!s7aJiJy;^jfn#7~b1;m+A6wE(twC{o) z0xlt#49T19d+uX=E$-{Ms(C=-d^U`1b+8%Ta7{eKA?k}gq#iz9Eyov63n2U0^x4A` z;*+8h8c~K`ftK%d2O>6*&dKk8mvd2MIq+tPDpj@i8;+GYjFwvV#byy>qsN9(%XxA2h zBY9Zy5O(WIpoQRqf_?ZeA(vs!cYNY-;X5S)#+<<^+(aL;d%gDS!XEO3)!@r=aot9P znWvI@uHYrKOHHCBH|y-gi&CaxAM%(C3tMvZ+t&2VmVo$$$i<14fW<4dFK>(BD#{dn zhq+LBwZc2kN4m9&xPazU3(rD*_PNbfh2qOmoVLS3J*LtG~YirtnpzO6g3%(_mU6*f#Cn(^Uvwy=uN( z2!9WVyul+IqHc#hS$o1K)9YwGX=R+&JSp~9QAfdqTZ z$d5N2Qd2JKD>fB_Hk=kZ*h7-efQ8Ewb4^jj4R!%hlh$?PXZd}C`vVu(*K%INoPN+R z)sxQ!owN!*h4N&L4)6EO-70n4d@ifD94|85fAve#@U`(X3un_L>fD|3@p)2>Phg|l zFxDwS``95f`!}U|E<6<|p(D4t)M*v#K(j9@Cw@Zg?>&Ilq#cqIW1Jv5g4twqT!qz&!u-kV8xOK0X$fd9nmQ z)PbLx21|Rr+egPj#8ow~4$eM1+tf)iwpZ#2=FRGsPnK>~OmR@a?aayrt+nD6O)r$g zj^stwEtVjgUJa9--;}ApU;7v~(op8PoYsf=bglMOtt+|dHuH#q@Y^E$Y-5lH9vq%N0lbFt8UK;Il*~1eB$2y~6Ww+qqE;)G==|i{M(qZ0-;Yh>i&qMp+ zUCCgzC}JG2ECPzjN>d+Z{Si6+RFLe1xk1BB4)0+&+ID85hrZ&c2DnhPjHsgM8O1T! zyO9c;P7yb^+~xdr!;vg|0?C9c8Z^V zkej04RtQC-4{A_Tg7nWt%~OTwM+{ZyDQ7;q;y?Rw3gKZkrI_`11ns6uknyNt>GPoyW5Hn3%HmHK9wj5*xxu(Nms90G@F@ehp5x+H{hpPlu7 z30^1}wd{*p_zz$3A7v}1hQPFu)tCM?tCmkFbtK8>o#?WC1bQrML%UD0MWcd${~>YL zRxovJCb}c*927zZN*Bq_q#K0I3!WUr?%_w|R1|uO%1gIy?L4)obhnj}8AGi)4(#)@ zV_2$-qIq4a4hafes0d#L!tM~zZIT$;zx5I_D{$!fkD-j%=|BtlpZ@N#GYPrFit$9r z`IUA{y@~3;pXV1JzNoa2tE%hmccRc$N`wB2*FOF8Q=qx}(@RlE7Y9utzmVam9{dF) z6YPJY_uRiqE|p-<k-tZAnCO1%2kouy=;^&2#PYRwWt$&1 zuQ-M>-S;@LaYR^wCSc>kgqqjwzeq zVTmh_AFPfK)9s1VFQbvqUE1a*%Z9$NQOv&-sq6rg26!iYS<`GpPw8CxDWvU(fu~8m zvxOgQgnZu<$W3N_5}m28Qqjt2EB?PWlVru#u}qD8+uwka>AhHg-s5`Yt}!_yp^c=L zOWJEXMD>pDKL10PIVH6PysJ1#5oJX)_-2sxsh1qB=ZhACr%SJCaOmKe&58NfEIvQ= zBJw-od+qpsPSPmnqtvbSI&(tim%Y4^w-7MjlXB)OhK}D>q>op~`p|OI7S?&Qv`= zpOKWNj&TlztfYJQRUF%nUaSTuJr71aIal$$F<{sQ!45s-(-~7cKdf81UbmYIg+}wu z=iT?}g1cG}bgQCkIZ=n>>J=Rv!C9g!7qT*@=P%vCvxM-|S?5k^Jbn zmJxO_XU-NkvsNFTUio=gmP7f6~f7``{Owd(nooy)Qvx*2H z_GmHomfj5`LWtoAk}>7D|7JZGLdr<&WAY8T)m>s?VZ}#^7N-iViS;dJCA*hlm>Z=J z(LvXwjfULq*t7bF88!iGUj~Zz|BP@Vj>U(*oX2nwYd$hXbgMr!>gc_%j|T5{b7@U; zg|mgBnV2u0(xkz0aJF_DoEU{S>X;K3 zlfpc-VC(!to|2blDr!>SNjUCfbNps7<8HSE??l=Qf&tr{GX1` z3Z`lsjZP}RS9Pyms+wne&DclR|wC%0$ApAT94cGD*0RZZw#oFdq_N@xc+6=xT$uK zgIFkj@I*nPDcyQnIo|B#4-v@6wN}j;?r%J&(C1(oAo5HyYxlQhB03?b?qIIi*#O4c zwyhe2Y}-2YLPNxk;BGt$dwU`^~zvqj)3}6jf9s@ z3F8x*bU3o`ZDego} zJAdcQ>K?RabiD zkW+^pHIaip{3$;yYG*PkkCxx-+NttBSC_Ni_B6wzvuB_SXOp;LPU8E0dbr8Jb6d3u z6+OLoQ>oQ0+Jd*dK1qem)t%ID5i&KRDMt;HnSR^3ko4j5YVpAPc)2t#v={TX#rvbV z<_J51qeb>1A!mCz4CJ86diFiFo>MDU?^jyfBk+jQ#rw^iMhrX8XdA#I<}_oQT^VL9QVwCy@Pqu`cAg%RT#lzr||BI zk%2u-M#bR%tATC9k_!RO(eI4B{63_fwTSsu7r0OjnVsGRBQ#vGRM_yr9lQX{(OGJ0 zz1N;Ywcl?^-vqOW6nn=boP;YmUp8re4=H~qZ0GU64xNd=60aWGxfZ=^a6Zq$>F}B- zn=qA_7qFF%{TmbOwaV?D6!&4_?N(5~7xF;GAcnS#402-yvwV=R@;E9iTjXg+mYs=6 zn<_`R0$@3i$DfNHBGz)i0pvhlc>O3i-q23(kMKG;u0f{DLvFM!&!%2AliZS#O%(Y| zwQ7&T(xmv;>lDHcjpG-+_=b}&#<9na2ajH6tG=?str6b#F@)a+zezPBd)%{i%XK_0 zxcG-I8%JyclM?R17oBPVFfLYM2{|)~+jO#7qYGV=Z|dzKS8`vN^Ybi;-oh{PDdJ`o z#VCmAO&&JzycqvwL3?Md#B>bnI2X#dJz5Q^%wA31m(Y!lLpLl@-Ip>oca1QP%s#rT z2c7xiL=pHY@lvb)pp|-jt2h&?XIW@{kWh^a-1S733t<-?H;2EEy?QJM-LtdM$71r- z^=H`n`3D59GQ$Rir7nN5O*^&OZ{IxHcJ`}lx}qkz z3l$#Tr>XQBXZTg(wAN8kCEWHYul5sZ^SN*8g-mN(9Dd!ch$OKDBgJ74raUr5Qby); zuLq{zG&N`-mywztMuhaGsp`$=*_?KI^^l;SXrG&IOrXv@-dA*ECZ=oK?OZN&?^J{f zbSLbz{j!eg;(d}yO78k5&JgSSfp7aV57-M0PB{Bwd_BMVuEoUv5Vt)lY#5Vm_Y4J# zKl24~>^i39$^_wA!}72o(o(<`8(R2XD`mww@SEY>73UpI-@lfL2wJ`b1BMjH_(ZF^ zu5d+&!^y|i=DdjAw|?mLWS^5SPEOa1ZO6b|+;ZCtOnAs;Mcg~#F|YwnxR=kqr*6=0 zTP86T?gSI58sVG}3>!vFF0ISk^2t4Dy~u4dLSPgl&FMj;?AF0{t%xjXda}4pi!4>~ z*3jd3rRQ%Yovf4(G?mobf#yKL2j^2kd zu+eq$4?YnuN<$_Uv!BQ{>5stf!U^|H*s#~e@y6n4MV8TK_fiP8;uPf(+L%ZRf$Ycl zj|Gw(EnNh7X~x%e>89 z`(aDD+50itgrnn(-JqPD5nKX--OlAy4Cu5 z)HrI?1S1uCp4Zd3XtI7iVrdS_#zu(gm_y0mTNFC(Z@zX>vZR3&a;K+jBbIRRu48jg zMx~SYx7zKg7m5rzqWm@lUbAC%Z0WB4=E)JT5$PWL>)|WsPSFcr&?}0L9k*SwN9B%? zT*0yFoe)X0<3_fgU&b$NY*y=!+WrDwW>WN2Q_wiyMDxBUdpPI4^3HXZ?-rg2Y(joO zPd$!IRsW{W8oOEl_DK6wdHcF=cP>GLsjb$Jf+8CqR-OwSD#OR^u1yY*L zXkjNoOVa)9zTUYO@YsB@dWp4&zW>PsPaVaPP>cC-Kd8bnw*&Q;kyU z&4+BY7e3XF0IPhq#ib?1zO4<*OIl42qiv<*K7e!D!QEU4j#&GWT^M4v_CCvw(Jr2M z0Z-(dVd2~?U*8J0iUo7vc~fMzPhv!joa4M6MHJr^?AD9EPh~n!a6-bf^N7VJI30QD zHT%gWuzHXf#&SB#z=(;N)5dsQ5tkH2o=Pn!J3P0ReShYchKVRU{}R}C)7!X^&v)>a zJ-D2D&uIN}*#VjHadf`nXfTz5AbTU8ZP(Ssi(6wD zZ51)vPD7Ic3&0>ag+Xv3ATyFPj%9|`vgXnEpX{WJ@A5C|FTVrI8tfhw0UjeA6;oM2 zTrDEo@0Y}pM!ic0(F)S6KxcfvQip*HnK_29xiP(%9ktuXgbQ84*Thm(?XGB7zE5Ca z6o0gaeSWgt6r6^pD|47`Gg+MXbo9vgn~TaUY#Dq5{n^GR;Yng%zl1Ka@-v?$u2LdFkX`bIXDP{bAb)k| zDV4h;JMXq2;`1(sl;dJBB}NwLXg6co4xyut9L{q_8@_5^Zt&5_`8ffZ{T?yh!wYT= zq+;7~^o~{~89Hg&4Bh8(n{gK7)<@!SMARahnHPJWEMpeGzCAMgB# zPpr_QJ_W=~3v=F7mR;W;=e&3Bc+|W&)gyVsWM7OQD5O-d@Nzl#(zgx*&rBE*GR?Rz!+{h{F34$MBa^_dTGv5UWsANg6%RK z;VM$$2kfPjDb&d&WG`5En1V&l^{e)VSKRTHdA-wdKIFM6@&}B+Djw^KZ{81f-vls* z@a5>Kgd-9$mrN(lnJhGJVT3c%56g@LR;GRLHz31vaB?GgigWF$UB>t0acx>A_zEW% zqa1wTQHfl zU>5T#Dpo|moO1mFgWVE0-^_4~iC$0$qqB}9PQa2EOKVv)wgB?%Z{+gP3^Q%Xu070O zB!=1Z6<;EIBUmSzwn%4?tdSFHUVa%KH21QW%{8ag%!33=8`I}s3+3xXjFa77b{ENL zNGv)OJTH_zuWzl4Trzn|0gqL;-d^)bcu;pKdzefU(KHb8kV|xUzwS1xeXD0j-t|P= zcNFiN#qF5DZOqpp=8~L3XUi>MSz&%9V!@L%WbfWeYvJp{dG!wkDgCt70#rOTqiSf! zZMz=P1;PCH0uR=CzpgE)@u46}DB>9nbAQn=MZsd@9$PzlCmXlF{g%V|DnC$~Ih>Ou zUSBx53wiHKGrOQ#oe}>@A~^s(3CCw$kj<)Ap!l6+#9v8zs%a7X(}Gh-IDN%U( zWwytiRA)Ztrs1A${+^FyQ%CmMAoTjNe)ua3yF8+l>v`cxYZ_r!isG#ql@uXC5B#_4 zO*7gtnH5V-`22t`S>V%ZuDO>XCWq9Y!ja|BV!)1NL26Hl>t{uR4W?o5E4THyCv9iJ zkrj+@rH#BEm*06jYJmjK>Re9(3Y)#b9)=~YWclciz+ZO{%~c;b-MwD(`4H<#>VzdB zG*|S9jIaNNZ{b@z0!VIccZiNJ#Or?It@efCO0?Wt;K{Wtm=(e=zD7D>BEtJ zLzp>hlZ{0oSTlv};?j7Xdn2{#} zNlWI8&l?G1#(xQ6%XhTLVEplY;7wwTYQHt%FH{!gdRW>pSG=9GKFpvK&s;>;kQi39 z0dz+rgLp*7+U_n4%p+Bp9Q*~hIff&?9~d7=>RtK_mTV>CR(kdzO{OHTB*%(=)fcrI z4QJy3X-&U<;HtumLPa!)_NYW(8b`Zc-YS%GDSyD$s4TNL+8E@UaK)NbcSOk+9&c}; z$2xL)Nb>wv=g9_8)%E%yXSr73Gfwse>nh2%S z;nCfk6|D!&862l1M~H3RS?D?J?zu{_An@-)l&mr}l73T0O0vrZ`%#3@H!i|XVi{243(^Rb_@CE)7H5DzdiG|@%EEEM!OsCV5 zpfjBWz%W=PRP^A?m1w1zO*p7j%WDZvsv@?p3rEmWjA{0;$|>v4#2LW&FbtwtUpy@Ul7*5053LzEu&BfoYhj2225(vY>$MQWoFX{%RQ*&0(a)LCQo(%d6F7#U9ouo7ITC zN#UmoCKJ#iYH$b_kZOaW*~9xBr053_QBHSH3B4Y_QBCg`|3PBV; z_?=`Wx_gK{Jit^|DXAnUK$xJLRV`qize#F_im14O1^f}Z4F&{i-fvP}iAZt}ahL&% zoY?5=)yOzCAqt>8^C6N-5U-tMBYJCySKD8px+hJp1K(AHT1h^F+YlwIbRN~4R;qMz z^d>;@(WUUSRPiEvP5A(+M;)~ec=Zz#HEHqzaCqPGgaMs~szq~Lm-Gf>$!LRpYfT)p z5<}e3Y74Y7Ma;wYS~sewnnK&Hbmz0Qk|64YIU)%YAZVTis5|wj%;99fl(BM9RS(08 zikc6ZwNF?UrHC?G0TKMRAgUVBa8fczO$128lHr)gBW~<9!vgkEBSPTAK(dxY3p~)0 za1y&EVq-M`4Y<;%W{XJr2_Gg{sX`^7&LUnUdGJU@ZVf~X0Xi68m6#fYs@4!DSOsq( zrXGCJb@Jh8MoN?xrOkuLbdW8frlKYQ4Z~q%%)&WQmLi~)lEp%?RBvRsx3&Rxc%*RZ zNm>%1MN}h7sak-HG#qL2;av{Q3{|~JDof5d3GkuU*pOXp$RPm(cOoC5vZ`f4-r`Z! zve|HVFl;cymYuO(#5Uio>diL;CoCHc023+vqPs)t`BfH9Ch#p)HNXr7(=atqn)hAG z7*sSxI6xV9?xhGIJiCbCmT)Kx1;bV&0m~%=)DVPf1UfEJ5uk`btbk@kNdx6Qi+wj` zg`)5g0K-X!WM$(JXbNpKRa4z-hWm0v24Np)Tc4>xPto#@4>N^!BkluE3`h|mM!|Rm zN6;`4CaB}EjgYLC2eCC3GEVX)wwegy_D-6Dh>YnDj?s{cm~2*NBYdrcN3serRVY9| z2oPq>+X&Dh6e!0yNX2xwEHJK1jk085n%g1}?N_q01|p=UGw$7qSPLjkfc$`}mZPdf jlmJ={;P<4eVux2BP~eHHv&J2eI~#|-R)PS8=YIWP;H5#? literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_29.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_29.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c86fed9955e43a4836310458f30e2b9adbcd1dee GIT binary patch literal 14717 zcmbVz2UHW!7w(4M6wn}@AT>cjNBrI#?Hpd!OqUk$;rXR1Kq>J&CMgcZ$B?oTm&W|E+Qr-DWfDWDRo#{ObmV$ zaadUeiA2KWHFb`uYAdNBRT)AcoSd9I+&n^i_6VsS6g#N;|NPmh0{A%~XeJ^vL<(Ty zhcNR)c4`3_h?5nv`vLxbAWY0GtZeKYoLt;sgAzV~3Bt_G#KO$V%EAJ+4gu={7Jk-! z2UT?0_Tw(GOL;?8!{VNBNS}OFEr9R%Eu-de{T3(J0YM>Q5m`BTI6?ubu5t93rk36* z3|8O3(8%(%)tR%_=WHCEE<3xpy1Dz@@b&W#2n-6p9dYOGz5ApG@d=3!lae2$P_nXf za`W<^K70M9xTLhKyyESrnp$dIeM94CT4z^x&zG;geZwQ8V?V|xCa0$77Z#V6S60{7 zHyCz70Omhtf&c$8?0>S0AGC{!g@u`gonaS*$sfF!`B_*Gs<7?T#j#)V-Y=yZ#sNJU z_vBSIr?eXWw}8X-4z2?-$YI%ehH1N&{ofgO>;KELe;M{~yZQhgW(ep!W_|z#%&8cX z;yp#LbZgTN;~0Or3Lk(|4NIdeSgf-IHWkn(so)*rp%4kM z840WocBP`A4n*mGEMhHdw|MuKDwH=8g=f;nJ7iOZGCAh43MP246;GKhB8ozXO`z*<(`Hl@Saf)rvjML=n}@a{y*O&)BnC_l=o@0gJ?j( zAo&0KW+>{@=t_0nRRk*dj{+X5sJjWSG#1pfTLCnKH2krrFCOZ-i`=xhJdV^alF85v3g83j{@bVng!dm>jK1rEl>SBV zPwRh+{8ww&eoIisAB+EmWEW+mr>OgdVo%CshgYp>rQn;4Qj|4Y&y(?0|!)-q5k{o#qxk6{yt(wJem({YBDY>=?XUBVblp9h%+ z$)}a`duD^k|F@ML*QEaCtONh}mZOwGHEq|N_hD@BH#2Vu1SfdTJ5qk;R; zaqW;tmgl)Y7(E#nwcjeSg7NhH#03T*Fls@JO(0s(m#=}e|YIXS%?00 zCg_7dp8Lz^e+dJXfrKQa{ulqdks-J1)_*L~zABvQAjq_Of(~MS?#q@qZ{Xhl@5G_;;_uu}y18{l31m2q}%d}lhmhlnU z7^S@#$3AX+ydH*S4N$mgHGk;ck&LU#-ti(EF0||&AR=SL;_HUIcGy zCHW9J#psE`YdJ-Cd>0*#8;BWbwr#QJp;}{{BpM&DhGE$Y0<>s-T}HeCq1b13D{&reC{k;F=jAi*dzg!^^0mcd9op zR14A9>}O0s`*OUi)V{e?Y@+LjceVC(U_0#g>;T+G-#@Z^xgE4Vy5&~+yST84mDkUD zWpSQdJHOF!ZN+4@fD%o4FG@d<*x+%X5)gA~Y1mdX7=m6kLtj}D8oSR6{RJvrF2;Kb zeAgSfJzM3eue}2_Rqp^I0c)ums^?Ej(A~hBv%F4iL4EMPL)D!ljuqpchWbwvE1%@? z-rvtpFT*o;XWtAtMj8J3=+`@pC???gP0V4onGdI6rZf?~d48E=N6*g2Jo4K{41ny` zyJoo-@p#?i%Db=5Hu1_mV169kG%Y>zF|npsZ9s!$N_nrmh1P*|9SzzyLV@u+D;VCz z+dE98D50F%0(LPFh8>&w_84r-s0(f#J{Jgc{Lq${O!yRe_q9uxQ z-Ia=w>##?a)p93|Hk!Ds6+v=~$V%23O96LKQ!^+ULs|QI(At|@H~p`jm4fTm&tLFw zqowWuoGq(ci^c5aN39u@EJ=XAvOhr7$>$nET!rr+eO^3Xp5li^T`Rr|Y*|$3gZfyP&(@`}@bTXrwK#H`0q?VuNAy z+|EVRD5j2}dkGCj$BGD>#cT|n28<0IY;71_xA@hp z5Yqbc`||}}z;p5^W{`8iVF#$x-=!mjbtTekeNJ$D1-^-?-0dx}xDdfL+{s%Ocj;f)|R#Ta`!bP85R(byjCf?H5-W8Iq`KhU$jR=ZSmO5~IFG`PZJxm|)=T-vR!k zHB#Kzj2U&c^l#Uh!hqP9uuHZQbQ~zw`-`@I1^Sg;hy!YLw=1focxZh)9CRY#id*I4 zCj0ivA!=5Sw(+=f$WbDMz42<$nD5HA`{kaSCk@$+#bE1W19S$t`mc98Y=a%(^qx+_ z#0Kx?&$BUm>}$0rOwB*Z?EoWB3tp^6KAUnBp5xvPnK$~ccYuGiAo9+2LaIMR{?;rK z)tb16{W+xm>@jxB`aFm4B&mG8`e1n z%`)mt%84!;d z312-?6Ft0}EAStC9h;L6s~oT6dWqM?2aF_CMYNub{{_yAHcNA_`yao=v~4n_9lRf4 z-OhU%x~`YJ&?sdaUZOI8<6C#Wocy{O!p8CkL56+l33=)n1%kDl*Pt2v8TX z+B{+Nd4{}k(R=IZsD9-!RPSO?RNa-1Nk+Ansp#oTJAlNSu=u)mV8aQ&16*{EGE<_H>00OeD>d6U?xPWz#%m z)(Il*79m|bz}{+5nI!1eHs{?Yad+mzH>kDJwfav%_v;)YVzeHzJ^sk|(RTFbw82lp zMt6S)=GM=V^VJ*Sx3_1@*k#mUCv_0|;YSSD^Ga;_umj+H=~s+%5_CCmQ^2p|wR#tz zEG@aeFJ}k1ts45pg1iPP{P-|Z@|`CC_o*7@mGX^=Uny~0utN!Q%h=AeK$mv1eb971 zr9r9HI>5+kv&_KkI;SO`m#ZmlecnZ=bugF^aia_O`PR=LytjXydO~fM2bS4CDp>t) z`CNK)Qj5Pzy0gFUt-Eap*kqi1XW}v>(~jHaesf9N*1 znxXa%KAY{|7u}2%%{**Czro8pSdVau*!$Dzm)JaM2Hv7{TCDkpz23+E#Jh(L8y4A@ z)ww2vl5uo$>*x-kDA+&vP6W=7bZl}X+)#K^`r=XffT?1#eU8C~`Y>LENw;3_7q9z_ z4@N9sGe#46uARK3sX|{QM4wDCojDcub09r3t>~uD1uFFVU6tx+sbP5s59h18uy@DA zc)bcVmma-u-X>jq$06M$>2hdxdHc%S7A4m)n94*!u7ULqklBFkY)c5yaTN&)yYpI8 z0$l$rKW~47bp=EF7QH1ZALhv7yPmbYg^13sZ3IK7nxoC2Ya@uX#ATzYm%K>roaN+l zunYcaPM3RPs?lRT>LZeCA*N82S6*b;a?t8(CM=&3dB?Oo^8<)v$qE*}^3CiOW?JfY zy1V{X@YAhBH0|=X)Apa^8zbp~^4kjt(2nuSi$tR#sjznu{heY2qjSYgjwKJ_^{qtW z?Q7P|TUL|fJzp0*!D;OyD_d(fagQfwbsJo(qd}}bJ%rRJ@L9ij`wzh1z zO?Hy9a6EpGCDG>#%x11N@uFF1qu_TH_5t=CPF zZU@RIv^VxsgM{0cM*O*Nig~uKOs%&g6}1UX`@y+XgrUZJI~A5Lh0U=Nf;=*qhAf>Z zIY{$omCV@UKy6|C>uZ9%{k#;b9pe`_A=|7+wxmmS-ghjy+rGHj@cl{W$=q|%_XtbFITezw^x_JcMpt2A4D+@2*+?xOBt&B+WL_ zxD-%f_Hjzvhk7?_wBg&C-vZ8asNk@S&GC17!&lT+os)UuV~#%v(V60nD0oG!t)fHE zMRZW>^Gq(W47P|~4zsw<#wjtFkY$>Dj5Fk@{1>sux$jQ@Zsy7s9@CC*_m=_3Nz|~& zUCqUQ)Gyi_?yNgnzQZ0Nxl=FAI8uMl;T0o(Vf*_d+H4JYmj(I^hf5q2--7d;$Ktlz z-5TLBJD(lEwsK<$)cM(_cY1%zSiw?@eCivwI&)w`b2ZoF{WKs*tv(6Vwc&Y-O2l3$#hjDa;1uY$3WW^h zeyiN5%igrhLOu~ZbCI*I(=&zun=gzp=QgVqcxO&EprCjLD6v-^ua1WIL@K{k?ioFc z*X=gGxU3Slm6Eoa(&epb{DbS6bzJ%Wdb7`s!}a`&lw0i zM#U{rnw6rwX4A12F)7W`QPDXS8_``w&)vW8dE2aCsmZ?HGqfdL_8q=oF9HCBz+n>6 z?#sj`L#A({hB3((M2c}3S2PX-1@IjhW-d4-j1`J+S3$T^h~N#8%f<)}aix#|IC$A0 z5Uv1)1QujdhzCgUOeXMR1q* zf6&zy?8bPK$gkivU5D?&OIjLE82L}7o|b>nGgeqy>PZO0UsM~kSsS&dyXFR`DD|SaUB8a94C#&*S(;v8!Xbj`a(3Nm4|LKn`sZRI05a(TL zlJTn+BiZd+Q{|@TNNgfcfIWk;S6XRvwW_CBYZrdCttJo@uF-qr4;H5DE`uuwK>_l~ zmZL3XdeD*WWxEjBJGrfpw|hB$+|Falq_L{V79*oZ+eM0w zL?R~}ATIIWP80Bl_>oP@dq+DrTj&D9#l`o84NdkwRhwm=2SZZ}=mXavP3D&sMGUIM z#G*iA&+Dd_(#l3yFYE1%7aAzoAKtB6p7$cSL%(ezV+ws>s9uF!;WQN4 zW&b41F9+7_89_JDoe(U0dYIgr@# zK2)qW?!__I!(Ghn>n?1W1pbp1mrK8qEr4f{Bai^?IZ4VbEcF;Hxtj9bj=(?jj`;PS zxg!i!aIm{%U8~&Q&dUAiJT!Ua8=!-AXPsxpmPcQVHf-bqgfqE|@@K{!L>4`Q1FG$c z+m4@2f-K8zIicFm_{`Aa)8~0tedx$WZQUaeHk~o?Vh$*J3E(c|3p-3MdnrMD**1k! zFR2Dv2ypqeK(98oH%YasfeLoRk&fdKG&sRtHJIRVInhW`y8ARgMNTTD%%i#GoiIR9 zLw7tm$E5v0*q{~a4bE{6ug1Cy*?-#-s*=0daVci!RN0+lnKwFaup6Z)mNyw0m1?dp zpb`&u7QarlJAF*Era>PSaeb&ymF-wGHpr=~y`ht5JGXIfJa*K-$ zx!DIDx3*@|=O0N?=Z42V>%ZD284H1#B{qLr;qaDinHM*I_^fhMg%bEenZ-0j@|R59 zS=bZGuw#zMd+&TsHt%m_RE|}WO$=Kgz45@p@mIoIT4#9t55P}c5tc#Cw$TAAw=qK* zMX^KsR;e`885{k(@7XGpD~j z+bD058CiHheFrErxIl8STH^1*%?Lg)SD=bEy!YVbL)mqoa({a(Q`cV^xBW#bMg7p$ zn4PT){cYJ=N51t6PY8Si?=!2f?gT+nh{wlc-~c6lF=uNMnC&Ba&l>kX*`PUrrsX{buNqk`%=$FSx{aLNo^4 zT?mRA`I=$oZ8hHESv>iv;U#5%^%Y{}2EV`sM_Tv2?IuUsg_`w|XuXr80iVo=OU}NCYg1Wou^&TL17&bmBy28dCU&v|Ztx2ZX&SgQ^`?#cU zX|z3ZzkfUH?EuWE;j?EgOZ8P{Q`mLP*wy*FR$Ap^_{h@*ju)<{bk$%RSL9)t(C){4Dl2f_3OCf+GbOg$LB)4?-hVfYufl=TOt%wi;r9@c zdRma5cip>8`dc=*Ym)Cae7Wj%ndLP1#In26@dJbsCzf%yl?7*F zHhu}MV0=|2C!dW$%;+5-<>gi;==6;FEZhN~fUQXG@VS@ZI#FNy>?+^7@#Sl26H*!| z8f7zNiY26Qf<1rH=81oxsLz9z>AKh^S#`J+PPRBd)7LfGIXk?q9N;dOI`KffviVG4 z+eKEmVhpjJE&Jhh%;JdxXY4gUO~-ZC?BHP7NRJ`vXVng{?cOB&;XqVbW|qYf=*u(p z{e_q9HV-ndm!L$H@u<$W?cb~}Od+gn#3P5_2JKJP%-9AO8r7J?NoS6$97uWc!Oq#M z-67ux>&mnh^Z-Ld&PcJZ#%7GWJ#gQ5{Fi|uWyL^nBmDHDFg(^J0Z1I?dM|JJ1vo_EuV(p|07^g>Q@pR-#zhoU6tB_MY11y^N~jJ-Uat!`n2_O}(oUS| zi%L;8Ju;laBHt6`@~(#QzH9tJGp3Me(R5Ul3Q_{M4 zU!1Qyz8%DcWZD5j6G8><(GQ+9e;{!0XJ+NXvk9vYNxx2g4|-(<8#S6dd?P)eTAh19 zm%pZ&xZzy!=}RZ?W7kg9oF?ou`Ar2%r@MOPBs4Uw<#)ZBq~5Aki^|qF zb2b}4gqn`sJ}PSC*GI^)y_|U4Yph|8{DJ>-M*R-DuGcN+OZ^y9Ux9ep*HB-*v02B6Z{6XLahtKJPtR08)G|B*t`R5 z@T+rA_F$R>LWBKaMC$QO6}cXn$EwjR?z|Un?*MrB%)~mgG2C<$I4cx%WS%<8FWtD^ zE#JgEFO1ZP5XSe$>>pw&o1uz8T3W9vT@#{&wG+{(^bF_RigUh zSfKJc8fMwH^lZ-8TlzVdpDDpSrLTEkg-zYjky9gUP3vusS+LKXi>(eY zvoc_hDu?wHQeCSarknx?Bn}~POU>H;C$91QIO^N+YXs>Ouf7}acYub&adX!`J^SqG z==ccr{ZPx9qbk3STa~V~*&JpoTZy=Rg-*^nRWNh-j;?`k=-tf|HRKIPkcAhOT2cY> z64{nz^=V%0gONNm`oOz0%}he<+1@;%6;GC1Fkkju4}Ah996UG563gKc-qI_5T zos|+#I!5`f%#7W0;$bAQB{%6(o`tETXmLmJM(3O5EMMTLTTVa8mUPsD$svl%Hi~v2 zlNp-4k|P(71d=5Z%Ci-*(-(zCQqAPz=fN5W@J&>O1is?3xwd@(-4y}7hy&kjbC{wm zm~h5rQ{Vv?^B$5Pcob(3c!K9USmz9{&ZE(ozb<$W64`=#IKRA~T)ZlCbJd!>sBSyx zZppt{ko781WrOQooMVnsWZLT}-^Tou6&X~p*iG)(aRe|87c7OxvKu8w*6da6vG+bSKF#Klkp_Z&#ubCXyNm zMrXyNzH}cMYcReJ8C60*EAmvkH8=JtC@}6$+eF-X{P`!T(iRD-7rNUA9=typo({^+W%VE3*cM?HORoJ+lhd3``EbahWg{rK|&Zz0yG z{h8t`cVTP4+z)&#+f&wd`>3s&Cn_#e3BBRIG~mdd8BI#u@F8#crIkiK6Hp3VPSmBN zPgACaRZo%Dz(kR|{kk{K@CM}K(_5(b)jsRaME=po%6`e0bw2u;Zzps<(EnN>qpH9C zwZ|Mt*t)0a!6{{L~28xc_DwRxKT=-Cn#3gd_*&o`?^`h2=+v6=gn_V z%S)-^U%!WzT~)FL)w%y-s-$1kYuN>S^>6~8g(9?IhwRMC z(<NU#|IZxPQLDRa;R-a=`4K+ULAx@8#z^K(7skICOAN%;M3d z9PhMZi^XI&hmCOi@AI?Yo-@2i$_S>y8}7#Q%0|~LVBdj*a~Ntsq%?1Usxh=MsQzvhVp}u zz&!4}RteNSy6pP%FOVJhA&E#IU_&Sii$>(M*aO|S)l6tz4@ZFObrXxRt?_kP1pyNqH0lvI+s1jnRXRhc7t zZwoZsf7R_;2prgg=Zupa_K|Gy(3NbaiNUbt+*#=oQS%&T7&%Dgr-C+2&#Wn!1{sQg zMI7}3^RG(g-X^S?OWEV;8D2f)I-;mC79;1%S2>Zx7LR4Q-gPvN#i1X8Mk z4tx2k#vkdO@VaP0p5KZ%nDklm;o!K+biNp2wBjjFRJe+{Cqtmw=uA7gsp={&=T!w$1y8FgBZ0j}V%oW2jwp&x4 zb%CY@lBh@t6vTkL>eY-A?0OzR8p=72$hlKcBNRkly!&P&G~a#@<%z(@F#`QHjGVTHCL zl%;*ifIc)ftn3UvWfxB5F+Fc2cycse(=S_V zXQ@sT6Ec*@-vQdgwx)&+=g1C+i|>Nw_Tc_0w77Xf{!xSJ$mt1z zGa*KwhBQ-s_Er(1y%)ZM9T>d7t-poyxf)X@mas$fHj+k$q}tDg~TcZMgu6 z1e^&o6FCQJ0WnT7QbDu1`50orZO(*Z4*R+Xq&)!C<#BOBG2pb(kz$0>Vq-nMj9a(l zQOOwIdb(u6g8g=Uzlp|R^oA7)&h)A*v{vNO9o=sCaaSnhRMy^S`oo52r?|qqn9(HU zv*v682ac)mGtCBs+m)xIIsMhqAyQ6u`;wt7EHE;Nrvo%`2k}e+U zOCBA=#gxyPZQ|2z-VRz!xmPVYyU}^G4EBkjfIhc4I?DQCK?|Q`rlOFx=_p{y;!6n= zG?ZRT*ycbMdUypcUtAwMtbn?ZHcqZ0jNf_{Bd<qb?&dKLm%{4sV+#K zcr+dvcBK_^#{fF<(P|i)k^kb{^7CUpL|eN3c2INqJaff1jTL4-pLzJkQAP3kBP^2S zk$UO*XSo}qm;0`ov3oo$v^l?d|Knm>a7tloOIJMl=Z(cHJ+}p1@pir5=LEIDq(^}+ zF$f_E>v`jDT`>Nrlq#wTPMglL`-}-bM~5E8=uB5Q)E_oHvHXht&YV+qs>h*UjA==E z?drE{cG%br36weg!=Wc>FIi#%8E|#wm1AeC%*oBWdIx1z@(7=4#7)emL~+ z^8?PDE(2$=!!LFKOKj0Kt(o*I=B2|Dm1R9PiBUnn$l6BiRiTSV{4 z63+9THEWaK02Nwn$>*1y zLsim20N^=TC5{>6I0FaA!6uIilbiO(TE|p%@LMi4#OlK|R3OS-`)-6~SESj~% zLKHem^*W_eJVQj6GC6KeDYLCe-e6hE6Me)1jFMN-d7@{1hZ{AuQxK%OsEzJ{UN$|l3Ai-`*l*p-l+U9aORUhjlU zqxno>IcCu8HV7ZXcyu^20f(k;xt%C>COPZ{^LW`R2s9-VoP%WHBBPqm6*0x}R%q2YN3h6&%K8g)>C}H4OAoCTrGwc3X)sBh{B+0Wkuz zd+bg)D&t2AM}|!&ivn$gR5&In_QMSOWs36|to`TA|FNSA?(?8fQ(G$fsW}}2_iVG$`98#L7 zO;S_(8ixy6&+)68{L)xrdq^f=76$wLys5DF{4Ji;w#}ho+nZnf!6f*L#CuDV3j7%2 zWT7?=(NK0zK1-ybqO0&%@*@|&HjnRCHb#C1tgXRdTJ2ZWv204x44M;s`VxQ-2sLAU z@VUg(EFdJC-7F{NJJc8aeFqu>b$A%nE=d*2X@LUCc@RTm13w-geIqy%asLO|07GFXdrABXgUs zjL~d9G?LkeJ&FJ{!3S#|1ndRhBcOdYfUi()M+)Evr^=biGKm|TjK{crWko*9VT(cV zz_Un37Zu^iJ{vR!iwMX<*2+S`;gi!i!{{VJg~WEG=Rp!%j4J?jAlJpGuqZ<&hPu*^QaHYap*^DI$-Ek)La(1DC&%u8|vni=qLh zh)e*#lHH1cWC9{;`cS`2p+`B$WMl-vFhQ?KyK*}*F9(U=E8x{elGC^s$ z7U4{XMdL8jwhu}nlYHe=Id80MohvvCIFJB4L|2DdwsICD(H{Q+3L)K_C|D4QA7^o#9OAk<@KtA`8><|b5kMA&H1RNWV zWCxcE+e3NC*zz!fAa7(k;J?$tFb7pQvhy6l1K9o$gh~rSBEcanLO3f&7_=%3ePU_< z9GW<9m|_HfNo@_r<4Ei_fTaP#8w1EPJ&X#rkla;O{)j4^lby+&0#K5`ZIu>wXu2ym z_uCXRQ>gQ871!z+eWoPM+$t}*hfy>UG}J#63@dQjB<_oGr3xXdRM4Q+L@qnm?>DkE zvk%tv#1wb*q#<~0OlXhOEL|Z!#)d6Ie~ueuGt_{M&2tnXm-2Gtp}+R9Z~?l;ePN8} z_C^-ThN;>(1>ucm6+(hUn&6DFdjN2B+MTQ|n7oa#;BUIPvEVQWDW?jx03?%fqBu#< z&7YsBsfU8 z3XQlS)Ml}+e8tY-fQfJg$A(8a*-|kHJUCrsg2h1}j6Bpr#Y{yXnqVPGh58t=GVhm) zDHdUe0$lJJqhpy&4-z^+F1T!1z~uuN{|SI@RsrbsBr$x4!9{o#67QVMjgfQnLEB!{ zLHOuq%Og37n#fU8F$>LX6*o5(@Y$L%HgIJl?uEAqfuoO9n6YUa5*Ri%Wf@NgS;)>~ kM&GUmW1A)d>;a#DG*%uObkTUIZbbm(WWPrPqKUB25rTP?RE7Arw&zy(3a0Boq}?qzVWY zx^zUEg7hLHy%@sX_`ct{=bn4Vxc~o$0ohr5uDND;=CjHU$D_y7z-eQBBYgk@0RRa2 z0~}8P7XUgM8d@4^I$BypGQ!DpNEf6NK{5#=&Y0oA0JEw zE+r?AKp+Ig)wEOe8LL<+ppsmfRzrSLlHp}v&uJB)it$s^>06X{M6dk-qG1LI5hla3z_>Y;{x%q{~rR9~4&8_X7-M#&T z!xO(C0Odb!fq(yT?0@*h3i?GsMMX(Pd*T;_A_)AYWTm1OmZxDmkD|Ti%YIfNk`Ahy z^7Qq4dJ#pd-yE)f0}Py^h#%)RPF(xz+5ehjQU6Dt{g-3^w_oD`6D0&p9wjS)1Xg|Z zB^;}~Uz#uG>*3_ByoC+pI#%x@4zY3N0Uwc8u@fOYUClrZVM2c#NP@cl zkM}2Dj#W?46k1i@Wy%9J5h9>e8mQxcyFq3gi1U__FgqD-_dla~^Lm+8HDDqI#+8Sk zpeJ-#*N77*rUC{v3Duy5{Zw}`f&X839IGII`(Oh5sjmJj5(}y&{&fOW``4?##uH5*%=CEFfpK?paEUVmnL9iV1IXBuf*!-G8s&F zFBxej+_$)G?eMMrQT2th**sE;i4;-5dS__>Tc8YLGNZTKoA<_}#tnVEv|X#jFLCsT zM2VLVHLr$`Pb$}L9b|6RW@Q21T8ZI};fRb&ZOcX?{eh^;5-=)*3)guuftM!G|Be`z zezS1;d`*_SS!I^{iCGO2-e9QePTwr@wx~=<2VF+hoOA@^0vogbSp*94r{65wMOFS| z`=1lrquph?3cyf<-H87~C>HcfA}swRE|m!x%3Y3sRaO>{nfz7Y2sSCBe1ykLYKs4k zauq#hee+}#X)r=HC!=tlMEGPB;@`lURp)h`1ta@!Nf5wf72U4Z_?t;ExhHA+i=)D6 zy_&R>w7nbtf936VHR#2O{{Mo&|4#^jP_4l2^!xmDEWLXQ(s0shWq`tQi}iV)sQt&&i;;i>Y(~I?d%HO z%?+`HT+-O0=%&#NqU{9FhYa#rv#VA)n=3}6O!X~&*OnwSj2@=H&tepSwA$FR!!8TT zXrVKgg)d$_AN9TZb4l62wLO)MM;vTQHnhOq+4Ad%=MwMS9LhRcF`9C36>C&rQ(v2` z6Rt@|WHYgZR@~uKKL%)n2j+7ojE2vgo9M>f+eE%CUtMAuY-0Bgwz7X_%EM-BI4UR3 zZ=ke1BA_+oc_1^BIqpCif17!`^@jON{m&BCBg_2yHP)4NyaBkKoI=J)d?Q|RsdMAPyV6^ED;cV z|I`}@zVV>H+1f?@Em+6ue;@-g1E}DnU_mDNp9(-2{zVagdIMOM;J_Cuvp}N~@=w4p zxb_dSPL2Pg%NM$9b@MqdZ0w3d!40!&x0VVC{((OKkq_Q{}XuS%4q4s2Q zOz#~20?mGnFcYM+^}KYWGvem-^|@y`nI;b)QD@ueS}s{4Gf-BnpDWpde}pYHa9@|8 zo=#auN%{7`RzC)o<^-k6*ZKGl4aRX@-!j?myB%t)i*Oo|35{O0G3D&9`POR}dg}4> zIL=8n6S-er(3ty#d<%y!;v99#)~V>TX}5b))mbkQ4sK<-`w`_6)ooVmoGhMP6IWXv zFCzDa)Zcu$YP^bfX!d+&aa;Y{*f*|XzG(rL*Zi%a&M_pjQw?WQWX?7x_-)KW9zOeX zIrUw>Yi~PMxJ}vhO1lshR>N)u{*JB?n(BnBtg3KEFihj)_@11 zKL1q=VvsmyAoq{SZ^jeS{UHT43He{NyOeE%V9|fM8l-;?kl$bYEg-NSY!dz{1O2Yo ze^CvV$G`OeinpE6w4i7@gHDUz5oTzQ2e9oMEyS{QZL9F{FWD~F!=s{ z7C(=rU)lB!va8q{b=l46HCbo_p>BC27-|v_A8=s#=NO0y=`F(g-W5)ru?@MJ`f2+Z zU@$rt;*R0UboDcORyoI>Z&VRv)0xML!@(WJA9LCC(QcJ?ZWet=)VmT$SI76d^rCw& z%j}inQQ;WT6n5IDeM(+~->$j#K7I5H(_Nzkxm*w$!giW|+D2@2Pb3+3GrF&=lt(qP zTfUuWBI~55bAXJ|x*N@RT`!4&Gdqi=u9QpbwQg$z*X*iwc|8+v9kFndD#5{ID_?yf zcZl;xFlB{=4$;6X{(VMU@NQ9#luT@nu7mq4jZ3SNGWtJrye7o_jKo*1MA3vrafH8+ z83Xq>6+Snj!NN`Pz@Gvw!=K6^x*L|+xhXNT-yhzJ_^CVih|AkFTn%v^F|r5uy&WZ3>&8v>ZIc@Tu>qpakJagQ$mhU7tu($pAai>}&gP3t zN+{2}t4bL7+!$^YoJCiw4z^nd;I^;X+Nxf`zHctLZM+n7b?LJ>qgP@xh~DSgjxyk? z!Tt6Lym&zzodEltqut;6`|1h)+D_(lhCd)w|G6TAh&};>TExqfx^i>pMK6GX)FZn+_6mm&>KsqD`iAgTeEVlcnF2Oa~be6P| z=JndUI%^n|8PcGxaS!1FU5-^G6z=jV)D!fCMJrd~kFMbR1yI>p%@=iT{;?Z}NnW=5 z1^1e$l6vI|k$uUMxTfHBUEU{dKGx^Ve{wAM`XM_?r$dan9#@FP=4LO@3u#Zui*u-` z*9*JVAUR|Pl`u@PMlH6io)r=o_w#}j1o?mmyK1luI#?jW?dM*ndM2FWs-FGRmf|%)) z)HAuZ48i_aa7Yj!UmOFK!KG&mvrh$t=@fWckj095ZZLUTHmU9eEFJ^= zMV3_;u>w=Vl-{#!Iv-x`w91miYoG3>1gnalYmz4`ogIxBQ@L#Re!9!|@X{l%XA_NM z6Qfl{U+wm(T1avW{nr}+$> zJEY|%2R{vPR5p-6)bD!}QX72>*6)5b$#EFyioTGYdJO2>FpV(z>8!5!u9_$QF>-6m zoh4JL9o;AzE%@f#mF0@{#Y(8@EPOu(j1u~_b7w<7tpb8 zB^O27OrY3taDo>afHWaY*9mFk&&Y^eyd%N_IHoWC0fJr zd>r(RT`%DHDPx-D&q}TmGgM~QT_R~WOYrkow!O;I4Eu3g#?C7W55GRWg@xFN4ll+> zbG!)AB*l&iI+XL325QWGxx)>d9kinVS>HZ~xoX=lVr52XVL9}`wl!{=*^?a;=1nU~ z#03MInd^_d2rqpV4ejB;z3Zp13hMe9EE-7shEy@eL!-tN)AXYxb8 z*XGbOd%SUMHq}5@)W1Q1STDX^d?1CKzuydE$UaW!^)m8zYVbwDom*j~;xhJ60&L0G zecLzmXBt0W5GVb9vI(LOHK)3KTV<6Dy%NYMP;gZL!_+hWPH$VQwwC9IcolkK=ezcahBB{w#Bba6q#f9-1` zE%D5$OLs5t62CgvIvxX4d!VJxYbMPHANvdg?~9hu*(kV^Zq z-?qA$F0V(9fg6t4zMaJ*GIpcrkJBO<`x3dnbqpl< zZ>;YA3~Z`e2}?gMu~vOlKKVe^E{p%XE|SRivhD>2d(+`R{Ys~-GdjgBn@KY6f}Leg zw91rO&L5z4#H;pp257) zyzCzByh&N|TIHcVV~`Fs7F zxnrOTUjJ}-IP6x*bs4v3+Cr{s!?IXO#~cGo!Xd{1)|rF`KR#;y&!-!iAF%gO_d!>qvc7tb(aH}W10OC13P287Z&)BVv1Rl-hk7JBQFWh5yj#OrqxY_lv*%OV7JF{)o_4h-BHjA*&w(6oX+Q?ua}EmpuU;z=6OqklUk=Yi zi1u*5=-fGynK*Kv@$C2WiqDrFdjH8ps&P8Gj-bKMiSF@TpXnZR=6o9(5gJlH8la`8 zJ6_Z5TSto%UGgbHM&hLc$BH#K^jRLC6;uD^BJUve5ta9);`XmAEWDTLQ^V9sY4W^E z*e{6Gizf6HVC^Z|-Bn`m)Ir~T|KvMn?o||AFRQncE;Ge#8x6i z{Hb8qGqdus3!AyGZ_&>M9&XP>ydE@}aXkNKZuwcn(Uj6=c%5L3j#AI%(5f`uXBG74 z=?@-+a3g!`1HZ=iR1S_`0goka-O|pmztOOm(71f9hU-ryvTq+Y7mldV;2+zt7Sbr6 zZBgxeTzfF{++sEx?~u)|IUSOR706iJ?72x;xEmMGnoyTucw}@WAy}i}_Vf1z&Qm{s zPEI}X+-^O?pZMKb@S73$-5V^)p8lntj7iolrPA6WlR~Xu3XSrE^nET*@E-%(J7746 zBVCF{D3@(UK1 z+1ZZFP?g(3W=O`QdIL+Qi;a^nbRNJ&xf79d<OId)k?;k`>lOvl!*iy_)mGDro&EpZ&y38RZ=A461{a*fzHRX)#apX9D}zW&`l-Fi7#%aAw!gFN6*7)o7D{ zA%)3dH+s+3d&ElFr~A$E4}5E{6}-@KA}o6veD9U-Uc}ACiC@D~4xDzE ze0(#~6BC*1-#caK=}DX9iyLxgb1dOy(*?vO&M%&LdAXg) zRpBMb!OnFzPFBiI{N`hk?Q-Y_P5xB4e(a*4dcksz3@2hkUu&gNWjAeuBRrMvGTd&1n$Dj|C$V+94dVKF)+1Uh2krJ3F5fbI*bEpgI*Uov@+OccM z7Pxjh?H=`&mLfE<+v1ho^IaIS!SJS#R>D>A+&$|Jag3q$Ldp3hO!L^QyI;PQj3m6< zzRM%~6aQKlXADo5mIjHh$_k~!s0UuGz$H}jVee%nVEldj1F8OizNrsb_f-4&l{f#wVCi`LTVj1Aoh!9Oa`3y~es+}d_iAB<(f>D;N#h%zy4 zizjYZaH^{`BwW8)<;KTf$$lhJb=aEDg~}9iON+OqZq0qoGBq`EeMc`jmE|d5C3<+1 zC8ILckA=qQ6;cS9Cz;q57aXy8lg>oo3|g)4V7GMCD+{$Aa1|Zo(%4tUQo2o&RKBs7 z5m?^z!X#c$M!4Yf+!uQ#M$Y0#*OCuv<5a&rFyxE>vv^B_{-U^maaVrBq{=q53&stv zuS1jG_{t}7O*GC58sCR)mxLqk-~nk3iZt<8gibuI@3O%Uvq|(M8Zveacs$uhy-jD; zp-=L%)QW+f&B6iZ)WRbC@KIzNx@~FPcH!UqN@(X8L{Zwva7u@PjTTlIRCFL6j^SGpN zCymtXL=-Z^O*ZzGW_|fM90GY9(k`MYcyokU@zNXFk##|Q-){C`sP2U(0Ck;i)`iM| za~09vxat(sZSt%e>Bi$gk4eK?cL!`Y#n>U!5a$<@)7K(__Rp{U!jiP$ zqo+DGFL)WUiKe7Y0l4~8&)wt>WGwH>Pmoq)ZFsvi2MAtrwBOoC3g)Sk=ijaTwzyDW zt~ef{F(2TY?(%V%Z|IE!gFD?>m&WU-4Mny~46x5G8YWq$yz^+`y2+FqHhtGMnSTM@ z<7Z12Y1I3i@6e^5SEm`U-0Gb4>GyOME`KuAfqBJY=P6EC z&3!pOnTK(_N3^`r$5d58o|xodgqYHBF%@eAuLk4)_?zk_wPg=o#4qS^t@e0KdL4#d z*LdLS15HWWXLop4?EbDXu;y~2NCd}uz;~ZPCt&M_vhu8~igtGU){6s@W638U739Hg zk6-^%W%d_$k4g31M9gKQ*tuw7p;=5z-vW&LjY>kAY82%$Kp}V(N)*Rc!xM!qXBf^O#`OatyR4rMUzic3ueOX{62-;Pg!Bv!ZRiPtSe-=?x)alZwht{?0iYNh9kdCRsjYtr)gb!pBXumcpKYxMZT%9so%urk zKG#twxvHWi?T^?-?2Xm*T3t0yUs7bNoL^;N zBy@X|21OzaA}4PEzRg6ONgPhkL*uD?xDn}=fWJv6fk+bpmF7i%GoO^#p@B2YY^=aK zw3dN%tKS#}7{!-(Y0*E?-t@gc1z3JuE>2`;lzb)1ceIuEi`Kq_tul&Zl=3TWxj~)h zQ<5b8K>GaMbVBNAhzO#g>`7As_jU(K($9bs&uYd^-domZDVKw8nYHr1UNvf1)nUZJ zRgTc#bQpWM2;YpE0U2f)X0a6?FTj*XIVbQZ>TLvX)c`JVMM2(>2HVnXY#ILWH&Jtt zRR<9159iQ4Q>#qi62Aj1qBX-ECElI#%`p|2>dNM^TIst3b$riMr}=KEVeddUGBaq^Q-T2?q2cHGg9%QD*q5apdD0LRj7VMQ)@&Lv@KoKYyBd zs%d?#?f1y;2j*huJGn$bX3LIq`0|2F>cIDCEPe6iOZ%qVGr_sX0719od#N8%W~y8x zCLtqHIQP8@|2}f0`05>>M-g`SdPw4eI{pVaWw)Q%J4Da-K8y-XtJ>(hU~3!vt{eIy z{+;WCmPKyv;`^qV8(sIi?%x}udmr2$4)0;uncZ+BbI?9v9Y5cD*HbL7K36Wutv%jb zO1{7!Jo_p9z`B+qnozSDIx9_jD41}5i^?U@x%K3 zT?xqRMB4A)a>4m<|JzpaV^NQE8Jb7hmbJAzG@Nzj71 z;-`U?AyFBgLe~xE+5A_B4lOCa-QrL0luF8P0A{xq@OidpFMhDj=g59d`@7tuK6b0p zvO`Yiz<-~Q(k5qG-&nV_RR6rdyJ@$Beri$gMk$4-lm(NjwA&^0*L$Hx;HcNZ!|p0s zcREVtgr5G2$QAzZl{%nc<=Vyi&jC3;7QdH zNPd`hWjRRG)Koz;WcuKG1y9mTlFpk{EvB?rQ?dB!(6v4+dxAtsu<_TqUmY zJT8h*s|>IUg_U*9Kvh2_x&-__0H6Y`JGm)CiC!~rrMim)ZeirYFr#|}zCD@<_KhOw zPn$Scj?v~>8K@^Df*hcj8t;&OF7Wbo$zj(lH)>i;yW7>5e>OFT+Xh-(SvJMWoF0XH zSjUEX^RaZ*KYg@#ujchFPDTGE!XSruwUJImAx+F~tEx1#2?i;aGe^_Wmc!lF^w)iL zm?ihEyxaW`hVw$LSaV!d#D~du9;?me1Wtw0^#CdeL88pm%S8hnJ>VRlTN6yvWoz98 z2V7$&i6EWe4Y_6J5OTKt_2!-IpO>vBKHgb~;AM$TuZ)W`+#s3e7PNRCj^x@`=e6~x=@7yO zM6bJTh;x{0spvOz*A{f#yVECn!~z~!Kbze5*j0SXY4m0j$FH1VzB zl9%bTHsypO5lEm<_zOkSa|IUGtM4cmL{=_?yH&2m2dj(v5A-S5Wl;zIX7Z3I_T0ih ztODTa!@EkPal+b~O?^RLFy zsRhPj8+g9J16J*ZxkOyshut{(T+-6g%o!jDNdm(a8axWCdwxFI=hrTM-pfj*o|1|W zrS4R69h|j@+%xgmoE>pOO4%F(`-ayZDZh6qi%!{^4%a~iD%@A6-kwq{NiWIm@WBfA zEnBENmcPLgEqu-l>t6C)!N@3eucrD6J;F9{wXcr68GZBG)AjS+G!sjNy%rDhv3R2g zU&8$WlFqX;Z1e>}UD(y4U&wrF1zh0iNoD!^*UQH2M@9RC13Inr)w zPcQ#zuB~14&U>;=$oZRFeMAqZ=EpvU%XZhkEu>1^&~4&EJi@$!O821|Incpqn3sO*@RZrEqxfIj?k(hu${eE49PJaoXODxk7oOt zlyOwFh^4tqF{b!Si81EP=eY46JrA0sf^l1W{Q@l6DsI~gRTJg|J228jklo}lz~mjh zU!huIfp{9LMq6NSOX;=vF-V@G|E+OR?S(5=6W{E$ox~F&e>Asz>Gr<0JG!BgjcgF_ zIov6Kf@Qb={LXPwz$sXYW*&(e4zKc}WdE2G_V)JMI*)cMJ0ViNlHHy8K0X;seehL&0j%A?YYPVN3K840# z8%e_x*NhA)q3KoG#S|z|J2lkGlDb>6wJN>CO*SQwm+MI4!&HmDgDUc8#0}Zsg|G9t z%)S+-=O~>UF8UCAcCB06zo6v{{2a!iAwY?1c|7wO^eIaWedntlicH*V=Cf%FCB7y) z%)DiOVQ@4a;QM2VCgN#k(x5BGfO)z{YSu)>e<<+2_C ztpXRw=)$~xOGmm3C`-KQZLJuW- zep_<%_dF9LhydJxra(`Q-(c2^$d5k#qeof{qbD2#p#FMa1-NEGQJ{^ccdbjo84j9j zT?T{5_izyjcnTbBA>s`GQeQQ=*8ouZU@`G872*JOt1Ufn;!0$e76V1~Rf*s*fQ!-PhK31V5f<Lc+X`p^+kAMVFXVYT-|!P(Gp^&X>2tyNFxxlbO>+t=Oj|$2`M?c`; zF^Oo%Hhwq+L9>IW_c!O@QX}@lAlshf*~}V<2z&e6ptIn^_{T+Hj*Gwz6vzYp=5R%w zQ-mHB#Qh=2*en=iv-f~cfsnj z8qmR0LhA}MBbZPIP>+by1IDnE2;>fcbqD4-$==!!O+o{O@q_H(=Ij>S55r8sAg>2) zk;i!qnQOt}Ot*%NIWuuG0FB1r0uCNgn3)U$P1p|umRCKIAde=14=*6Y>}EaCPcmVp z?M>&z{J%%yf(alpV7(S#z$gZca_j+E5%C-#YiwyI4z;9M$W<#w>9DMy?@{q3PGSJh z93MgtH=eqq2nR-%(Im&b%93K^JfSdx0j^bv(E|)jjPx-PsKNLF9md>25UbMs7%*hA z#-;GXq>u6b_s`TTcQ3c6s@(ixAib^xqNfq@ z0j^r2Vs8w<;pkRQVA){yd|`qP4D{9B*#3e}v>LJX9G|7UuMtk(Bq@~Y9M=irT&=(~ zP}8Js5sN82$8pw%ssxBWCb$R(7{kHJNv}eI$pFz!4V{LAZ?t!agkCfOGMJtZhk+Y) z9=JLx2cTPsG|7QcC>rTOe*$LQyTrnbh?8;Ujc`_4OC>Jsw_vT(Feor-^&4&m&SEtF z`sns*nIRoU@Jk{)Mft;Y4j%EYnekR!Rbg;BI2b{wrTnT6NFF!^7*Lpo@Q7qIME9aw zDH&j3*o_tS(GX^#5}w;m+d$*t!2W=V4%@`VbB`~uWNFUSnm;C*uyl*|cW9YU-_WqQ zKc}t3-}yYX^3A>S1BR^|BWVS1ca`I9s$o6FozN$!k7euTjsm)oaZImUI51bz=hSG& zUtXO|6ZKln<(nJWsUKBi&C`BRW5rRQB^qelQ=dq64A>O3RqarUZq|E@8?D<7whh!U z-|0`wtjr`B*(GMC;#P#?jP!l=&Ybqulfl3vP&gPtu9bfo18a(aV@?9+YhJvNC9oZ# zxMnnhQy+qW1T3$|ji58OXXeIJ(PSorD=Cm&1|ev|A|f~A83qX_<^3nWq>t}!_Hig7Tp zY8;g#MX`;S-zF60P-&+jq9+Fjxw1P~O+eFhdVq7#CO8Zn77X-But6+=O>W=8iUBhU zSAeY=hW1mISyFsNOxkoCs>lT{NvglGjCR8{$hPQy0%kJaSKTg3`Wt!&~@OX39L$R%7Xs;d%~k2aX|2F=pJc63?7aeNy~9y05ZSJ zD*d+LD66{o^pbC4^%Hb`*4b(<0UF8ZGm@PbM{)*dFLM#cje3KLz-)@KWPHE8)s)HH zRVvElYWC}Jk(XZn897WE6dx-vS1skamPE@Ga2`dae9Y1P9B%wJ8^ZxGHCBTj5l|~0kkpBV@k0>Z95@&vnRC)y;C9@~HBXO{*Tm#2k*jc8s4y3f zcI7qcATAqXnC#(-`bJ>TPU(THTL@-tAvF_3U#qw=J)SaUJWVVz&7_s`w7+=~;(otS zUpZetyh~y9X@g{BS&0FU%&t(1?Y*J2_Q9f>gvNM@BQxgK;GJ_l%47Xix|vd#(4gY$ zY3CjGUbLwt{)p@=zx>3tj4#c$-PQh@e5>bhk^*CFWP3pN9HK5JT$% zywD$RqwwOBKR$9up^a&%8t?!>}4@Jutu920BofWpZew}325C~N`Q;)J~M kJaE;gKodB_`szi%2n(5!G0*@)Dd5Tqzo5u`|OA)JYR`|PvNbN{&a;uCq9Su?Bs)|$2Eh3&7~!_W>3tT`5f!5|0* z{z2OV&{2qoi;J6!lZTs|o0pe|PXI0`z|SurzH7HITv|d_Mp{BjN^T$OfSkOFf|L~E z5K={51C2(@9?&(^IcR{=L?2{r0^{Z772p>T6BHCXxL0cL!T--++m+Bx9+(juksT%v zvF(Jh?}TmFLb5GAN*j*lb1XSNAj!o*meHdr|EL-9xtDWsF=9Ke#HX_q!L<7`;d;V z-qB+wSW`1|3;Poejwer@c5-!d_qgckTuBTem~+hdp@s=rQSOOl(|yLgKTe zG-^66BQq=e)w}lvg+;|BrDfGMwRQCkjZMw;uI?{AyNn8{osflY?`w2G=fQ9QOsk-SP)R zc;H8#yv(oSRnWBiv&ZFHC!feZ^vM2smTG@B`+uj{z5idD{cpwoTd#gdfE@;$$G#K7 zK-1Sdi)aJb{-wNI`WP8aft=bi&5l~Hh)bU+V9!Jm6O7x<>~ z6#XMbaonWtQS8_50N;Jh|8iRCEc!?4EBQZ2p(rq5&071H!m@}cKVbP^q+;1X526BK z5#x*Mhr;3I|3&&&5H`aC-~U0uVN#R;_$9bQ|HlJMG3QvANWXS>Ir6$K#~EOcX--BL2+`ApUy*n5DBQqtEi)i^_*UIN#WE#9wRJ0Af7Pb^3I65$;`h$jN`2yq?90 z^jjBd_gk~<`Cs~<@zU-dV3~-u12E11Vd1?%o#+3L7DoM*?XRz-fo5Q{@DL#&HrVL+ z@KN9)ZI*}r_xeY`I2piL;UQej+9x(y+(O+^|Gl?0For0bAlPZ;?@oXSsQFhUrJzEm zg;{bj%m&8l5)Hu<}xA8~)4`At5l z`N})u)~)?Dp+67taqDx__6bT6r530hDPKZg4|GgM?Dst$KUdH8oo%!|dDwlCLXW8l zR%7;6XrJ8CAV9Ok;!1o1#SG_T)=nO{wlZ0?$Kz_|)0;D=<5%VB3;N}bNVIUNxvi(e z{%&cVfusE^xOeY97>-_&-EmArWMMY$kU4uGdxr6>=9%Z00{4CCZ0mA5C>`s=((Xm= z(RUGX+WpSJ2ikVPLH`tX216{10bgbStD`vdk=IZBbBjBw`JWR26zl;KMA@Wc%awdt zo;vz2!QJ{VX#e{9pBMgZ<+o#oHel~d`;TLN3(Efm%0E;8bsBvpZP*Slqqs{d>&F@w z#rU4;GY4?t0*+)lOCkq(v^$G3`>@R@4oLu#O~k^lk{v(*n;)J3q1r@hS(9E8tcD03i#YtSwkWK2-OARDWUl7cl>Evv*LePuj3CzyS;B|JSl< z>II-H3sue8cd}1;m53(bs?Ai`Wz05g`;9L>oyjoYXG?C8ms|E=E48+-f8~19M?TQS zXt%bG^dC%|pF~P#P?ocLyt(voXkU+A?wmEUzdZ>%8Ze!hd~F>??oe=U6`Z{L_^VItrik zx?1Y4z>ch=29pEP-S<<)ru0wjKH{c-Lnw7Psm^@xrCWg}MdK7v=#R!%hkeCleVF3R z_b+c&PU521#>8G_XO=}7BX!EQG9a+DJ08T5oLN&B)nO*VmIt zq!_O|0?)B#g7+}&t+!zJu_G;SdbR9s?YDgN?eO``11VH`-X5s{`GD?1!*Qr`hcWj{ zc=@H)rE{X+yr$F6_lg_~YI{wYjbY@_b2A>ya-@7e5r073(LVZ8hNjg-tkki8I6w~G z6D%kP&S1Gt8{`jwY!)D#3lBE~SIYr-{s#~Mp8o*h15i0lZOQzflK?FsenF5oQ(CAk zz_S3UHb3a=0eHSmImDPdcdtfS9btuFxKY?b_owT z=Ps%AKPC|+dl+Tf4lh_hbOegN_E}*us7NqPaJu41 zLEpniOC&-~2MYBTetxh1mRa%y2frB8v?5bD(LYDp*ZpjaC^mC4E#=KDp_?#CZe3q+SsSWsW`sFeC~Qhyg8O@zdJgj;G#4#|FK8h4PD+y zZ;`Mhc{AVftv)Z9)STQlWPC!gB;Ko%W2XHLTdp;aEgL1)b^cX5zeY0(SyUG4f}YQI z6W@2^Rc9-*3=*s{i0XMwdnLEG{hWn~dM!i9|9is0U)C+D%?vVPlH&bFM@>#DOp4F1 z%*BYEze^|kbahnnz1w5(_5QC{>>|c_nvLxE$m250X0;3Q)4xeQw~Vdg#L>r25Lz_a zX+qYs3L0|d#EU{OY0ki4`27A^GWm75YEF@r+f3CmccDiDdA^vED|bcpdgww*L!p*- zNZ+saW7|+z2#wdlN_4MZypND@mqD*-rnjTs>%+crwb#gQ#9;T0$g~d*D@qHE+!x46 zmincy)zUr`#8Fceo1b)S%DPUTlxWX>o?a$158xOWHS%W9skH}t#V!agj9rY;(G(2 zyXipr3uT9e$-8Cm!QR2$c)m{n=U}lxg*S@x3YgA0?2H2NImdbg86Ni;j7FiTAHJYl zb*s-#i4@HmpMUrHmDvi%c(;>wDQ)c@uOfXmtQtFjpLUnq5@WY~akeJ^5|97@+d0;s z2f%L~ARE=JOZ@lPLUos_Jh|{|VXCd!piGz8&WfOI=>EGJ=FLIEkTMfZs6KsR8#1_z znTy+oMqi=4np*+pUlZ0WRWK6~4O;ZHPi(kTBIrcYQrFxzOC-FPJnmwnc$c z?Kx2Vd&}mNZD?rT60j+Z$9&1$V#4#J$iG%_KYF$AUhzCUjibCCCRo_4Sv@o`p$OH7UGW_|=D}Fb-%?M&EYR5J#{;*D9)o-Q~>&w^DQbh@9x?N zx8r-+mELXW4ZbHQa4SFHV%ZnDr4x8g+^@sl&&+AF5%xhAdOh#`a-7BYyX;;&X@FSS z^F)~qvh{PiXj6Ou)35G27&V{qF)Zh5pz?XbciA!gl;)Iofd=2K|1WN*yiNbYn|sRo zovByLa^JT5)-b$;AC5vXS(V&(qnID1B3IA54AgW#g>v@B8M7yKNf>?_6g)l@bp%tN zoaFFICQ#YMCR=vQCf<4q?WXCj*|CzvTdAO%J3;q-jG5Ogl6|xdNj&X(Y!Xrla-;PWCI%!vtBOPIV8Ugtf-RKe7TYrSLNrPZHGurPOkB{yRCp?^KrX%wDa$lf3A3v_5_5jQuvm4lvU* zSbw(lg-5emF1F-fjwp{tC4BE9*wSqM!`zPtp>c2;+s_F5-azr0KasGLcpLBi$ z9s}0D01-*9SZo&F{MGqcruBs*kfE7S?W)F@4`ptEJmq?Tu}};mKLT}r#b;{8ZhBAC zHdK89%>Nx#So<^_^;G}7fA>>DuBfm_Te0ua8`3qWKdXF4mm=;K#aSXQ_d$`$AkEz` zTg@9VAe0f-Ufp2qzp=gzoxBvadIp4H+Q@X@#98@2#SvP9c9IbuT{Ecsu^H``HqBgD z2mHtvJ1!=B6f?Mor7e2xoln}|%5_u}hVOmrhM5syPzNgLWs+}pog3`8;TmvQbanfd zA9;|c{d+cHM5$YM>)V^HKSK-$x9q%2ab8Xh=SUj(hk*MwwAj|mT))CpidwT+7G9qK zCcg_b+T%1x@o1}oyOeB0YZf4cC*t00Er1QQKAg@DT`=}AExoYig%56h5s#?zBm9Y< z0z1tBKn59tlsh%F_}djc7qTqT1vaTzvkWAxFTVu_{Qg2VJkWaRL*aY=s1c7g&ys7J z6EFP&nk%;oHX{1Qm>Vlvl3IQcb%W0o`#)8#&YDZD_1}#p{c@2m=y!P+0zU#(d;=$Em`5Po3LNAr12D z%rOsV(~IM<6q(Wc0!pFDe%Mrh+Qfyzmmib|cLKy`HCya>Rpmc<53|91mX~KOu??vf zeH}A6A4z#(gqA)wBj{=IppDm_p*lAQmVS4rZj@{;;m$S)!2D6d+@6A2rVj4fb5L*V z&Ty|qnd;ham)vE3I}_?TWet(%ybj_VLSYs45k^0S#ugIu<|*qFfM>>|gNe!ky5E@D zB@;S%1)jYlRSW*1DQVOo5rTU0*HD>YUt*G$%tN#se`!@omGrQWFg--#73@cwS*7m% zUSmJ%cdge`Mf>t2iblBnBbCh2;fqN5zDI_w5|4i7i^~}tI@+yb%2>(td7QZO${nKK zdT>S9WxVGNI!|oBW{9GhoU7!SjnQ~Rp(b{N}5z}65= z_i(kOVuP(*)Cit1UHB=+}SQG2CTY4Xs0^*bJW9|$={i(OdiaCmOr9ZJ+^ zZ{J!pqfbUGe2mQC_L%`?#3k2FiSx(5>2vosQ8yKTne(0zIg)qHQN^z?OkKmO3|Vb{ zCChj0!N7o+?Dh1Br9B>=Gg>Oi>;-SOp`CNiT-5Y$mMiC!zBTfS%zW5k^z&6~`p}bw z0cY6Iu0v}bT$iL}Tk!o;x{@|$Zz?dKZJwA!Mg6?sv#ie3HchzaP!iDch4WL(H6fmw z%a==*H%^3S4n?g8Cd@lQ*;2PrdBf$KxV$z6N9BtO5pFQ-k6s1}_ulQ~4gO9ay)hP$oGyE^A)8}a)n3|vn=n?W;<(Fcpnl&y&+7W}(8e06An)R5m!D>9DvgwWt}B=6TTbOYY1g3{ z;u~x}Asu9xU1QtHMpO+HV7o(D!A!twOLra5fiGmKHtig{!o3z@Elu{vW8KOUE`91M zvl6ngCtnv&t7NzBJPm@A4vIaQhf#!b^NC+7qCvT<&DUT@t`g=*-=Zwvg&i@?8pxU( zq|_GoB(C%azLM2Wve6*_Nff1g`4Llx+~@j4euk&wT;evQVe;_W ztKTwG0{*JA!gs-u_l|z}%}7khC&pMZv0{YjZzCc7=$ONN;G=#X-Ttaiujo71`Le$6 zqD%Khg{vGqZpKFpHvaV%AG2v$U32Gh#s0`q?L6~_%}-yHF3E`AM_@lyM^K@F$w`N< zs(#C&FY^vDG9@s~S{Z?{SMTDMKu^VL^)@sga0+E`Nk-hoJjiIG_sW{Re76B|2cEx2 zxl5^3XB#3eXB6L?hOOVV_Ao8MZA0(72qS#&wxO5tElU9CS#R<00%iFRefId&p201< zHls8ZEJBVyedY0am>7Eop>Oq7#hh+HL4_iz{obFy|?-wCV3Yr%;Ak!h9;E#)Rgt z%F$UmjE`ZKTQ5hhiK^Xs^1EOgvIu4F$Whx6SE;aJD#aP_d$0G6>T5UPA;OBcim0Nq zeGQwY_@&WOLyOe|{juIMa67*6RO2z2&X$tenh_{tUfu&ok}ShPjUnf_4K1mIvUf;< zbv{=4bxj=>NsQ8*dGlaU^X=jqNum3L>P~&Z1;K$&wlA(4W=9O`TxXOmzchRYF$-lG za<0tK>#`JZz=w0T_<4U44c{xVemq_V%F3qs^g;$otzV~Dl#q zvk0#k@3VUnBqREC1WJl|8)U+E;1+s+HFtFIq)m zPbEG%l-$aELw4nuSY`%>`x}0UZrsJYvq(z1c9EoFcM-Se#r^mslh3^=_}-_M6Q*x< zi;f)-7jII58l;$e_LL3m`z-z~wFy$$YtDT@r@dmm)!+6E9)rldd`IG%scMNsY_qyv zetKN7(lxsq7DK&Dktvqno`4XNB@OrD7Vn4%3$H!tu3XY z6|EQDK5wVq#w(pf!0Lk|@Ty&U{htk*;IE|a=6ns9OnTdP?OG}>RXS$Pofc;?^wL(N z;J~>Wbj6>?QR?bt2HMkizqWU2)hlZVynM88hv2ccb>)@EJWG517+LIPF*UnN@!w{l zos6S-hQfvWQbeyi@aqZexGnX^&_8L+YH@#Z6)M9%KT;IBC~NWigY>>P(oIjkJ@{HZ zt2^y~<*e-r`huKRA!=@llq17f6nc0tdTZgD(C$r zP$F44y*m>Blms~;5vkWjNQhQ85t4nmBz$E*138;yJTU*kJW_7 zw5$0Yo%quE+?NO3X)W{hP)0G?4bdtRqkr4Ij2Vkp2|RI971Y_MZ8q7M5!;GK zg-2JN*GTN#r zZ}cKvVKY2w`0Si@@#Bhs&y{{LZNbl&aT;Hy$M#c;@56|EMS`Nzk?+ol*A%ac9NJZU zxjLt1G{Vk=OOmJ4yx#dSCeEK~`=a;S>8AX*H++1g0>*_*j%k&iHRo!q#0x*WC$+ly z8BucT*Zwcd*$y|H>v%AA@LN^w7J06pO76C1w@nzPvoDChHZRO}b#v~_n;p)9&H9ym zxmD=ZXMX0_r?b~1#%>gUgXi6=-}LHfVHQ5XUTs^KeUvr+w0Y>~$%o#N;Y_)c>X&=Y zOPt9L9gEIq<9@6E-g$&cqNFP(^4TFz?A3DTP@ z&hHPoA?jD?$6SVkq@FW(!sWv>VqO9Cguo)%EEcaUECp zmq!?nKT`ieP!aCQZZ|B?uE95syS-O8I!-8qF#}JiWp5$+F^%a5PtE>(Y(#z)%_Fe$ zhCj1M)7BS0?QfzEse2i(Y#}jv>YgzFnGGCekz^%np+592m2<3zNbQd#lv^eT;%#A( zI(2(FIzjQyOJg8mT4h$LpP%F)8e3$z-`w`0mwysN3{>)V*wMQ4^XhzarZH{a2L}@0 zYq~Am%);Fr{CtC6eer8&dF0abhdIILwr=waTsF4k&q=n)X_@5ZY?{$fX%2P=7PdP@SFF%Hv z@*Cz4^n5>ZBBc+UMG~D4n7?#AFXvw28mS4MY|pBy%p-U*7ow^YyqFtIEKx7!b^5`q z5BW(02gH4%2@OdfuVkGboY|@M>3hg^GV@fcUsIsJ1cznm9`0iTUm0Z%QAJM2k9<3Y z)oFO<8>=uR&6_sus1MCQStz(An6f)l`f$bAag87Ee`XEBHq)18dP;ZhvweBV`uMSS zvy3Bt%L)ohIUP6eP1m-f9qDQFC1zO-Lmc1;zQHdob^MR-!mP8|6jhnh+mn}9dYAP4 z0Ec?xVDr$k*7K)-JFa?SIww#ScYO5cDMyt0x>e+rqI5!{K8twr?ZWJ&hrc`p%7y!B zE86>L1vx2jw#>yQro+oCqc_LxJc>N$dtGN6ei`N@-Ptk-b0{fFXuYcakX`Ebb*U3+ z4qn2rgp`LBJw&}MhH(bylvSIzp%3>77Ug?>fC^zMPo8kTvX`eho%8SoxtJ7AZKOe| z^YtGmp-A5Lv$w`_MfqhOCu!p4&sy)w!ahBy7wf~m(LMR*Y;|&5pK9SzVkHwjt1O-2 z*?P@yEp1WklIQc3oF|T5wY6KD20@@{$u&Cl>%GZ^s!=n=TktBSSl`TOZ^F!g)$nU7 zlMP(Hghe=Mo)A6x?y>=0xa`oH{exT=b6Icl&hFj!FnTBv)KBu4z>h_QazFkcsS~fJ zh5|!2B%mLZIz0>R!yRVJJl00cgY<;i^|>XRd9CK>FH{aYc0OX4JY8~_S&^&Y?bs|F zcfk{y{hf4DIx=yszh=#MR(P0uIcuo?@iwF~?RF&xTx;aSht{fe>4o1xe7Sunfy^ve zH!#)UJXFm^2xFxYoA5X1wj7^P?#65>X^uuXN42=`5N|lj)Vf!e%lQ3CO}965_N9(2 zP5s*xMiX8}ma%;M6|>9Fq`H3dQrUb}tp#sGbL!ZiCN1%bdH&|g^KdXWS_+(b=fq0NTdtW0njvxI)I{iy>{`8v{ zLy?zwzTF?0wH*(9AP<1?iPUWqP;P!EyGa@rb|Ux|8n5EJ?zkqX#Rz+}PHdX^{XNlz z9@ip%8NWMTOp4-K=bzz~Jl;H%f~1YR_qWvr9rVJh1YF$I)p)f3N)90;L+g9;YqLV} z$@rwVuFpo>zK|z2=W__^UO#6Y#cD6LU3;SRWGy5K#Wk2j%Q_}|u?TkNYCZ2*?;iQ7 z8~fu%-*NIZA$Ao(1ENUNyB)ZKxgkO~+ z>=e)P_%g@F=$bv+z4g*umbkA+sNXs*JS?0(_4M$_qDH&jcvR1G!Owyc>kDSDsj@12 z7uV+Y*n3j>5aK#z4ho7`sc}ejvK>8ntsC|Exeeq_~FYH)lISb&p{fby9p=#QGJ&^ zqHi1AkLr0jWLa*QP4qon;1Uyv@`U;kl~j3ht{kkGo}fUFez$=uxoyk#Gpaf!P%;bJ zpa-K%(}+Tblh=?sv{52^tLzIYTpa|*)u}>z)9Zu0h9dSuVrita8b*S3ipZt&w(J^M zWG#*axl4Y`UP^5DK7Z)OTUz5RLg6c}xSuE-Pga!-`ZZw0#R=K@Qn`qtV#^?RlBIAl zlSW)7YAx0W`Xdprujic9KNSq};rSr#D5n6QdF@~60hgaSDy-XI?~KZY%(@0Yal|yq zam$$vJP3Xem*=5$a@9!YHy@Hw*=jPBqz{@)k=gmfKe}_4{2jTn1IX=Ci;ra`pCxPi ztvOgAVJ}4=6`p!5f3lJ?5<63aH*yKKy(kR7@YXZL=psvsL#dhzLvC;_rgfOD)BRKVB;q@@P z4K2rgrM@+nH9~qn`jwke1&v+zm5aNC0&6^T;!iyOD0OiyqrmxL*JbE|G}cz3eOec?t2C*)UN_Y|*2 zP3wL415kYp6SywVR!9x*XKp%TBsA7T4zaERZj^muUSfBC16R<&HcP!hQylWM5FzgN zqx#V*X_e{h2R&QvbSK}jyNt8qy6{m@(%PVG1s=AQ4L!GpBo0YfH}oX(lQ2824LU<+ zjQCCoZ9_E05iFL~gHT1;Ckc`CA;z^LN8oIz1)(XcZL3*79xA_pMoOQAh()s|-kP8Ws%8tgFju~;n z{jr`9+=WcHWm}pvK~MC=$~r-sSkK>B1Pp0TB^@!$f?Cx^Owp7GNH&CucI}U$sY?l> zyb4NFx&2Jx{YYq<&-z2B2_$K)D4eT?_8{(h9%GYk(7}GqbI{9g0PXrck++NtL{3cQ z7)>Bq;f(mrjnDR__Xn9y7zx!u_I|U7VZt6r-xq~UzM)Iw{=MG8o{tq&w3h1F>t}L^ z;)HPrD_3c7h!O!W2xff~qm4$!La{F7&LqeRN5a!RhvYNIsZ z%vcExAeq%2y2}d^NFzTZy}r^I2v}^8i5}UO{Zm8z-8I78@JkiTl5=|dR}Ttdl-d^D zm?P9?!mLCtXZGuUFI-)%KoF?&!q8rHnWMGA5vR|BdvCuAC4*w-Snvr?iKI-MXQq;p zU$xk(e?=;AGdVEz?>-bWe+QrNxiVY)155ON&i|xGVQr`Rie%LK_$5TPbcEuhp;H9A z{fWLdApz?(e;ez=qsDPj%#HJy7jA6K-1RO-A7O$Dt`M+9Eg{M^Ap!iRI+}96WE)B` zUEGtT7%TNyN_I6ut^Xnzp%Va^nxt1qL(GA#1+R*W6y{A(zT8d9K;?0p|By9BS6nIu zFZmu5=H6pNvM)8oFmF|CEqE@ZgT>Y?!dGgjhn9~CqUfNqMP~3ma8PD-XsJB<_Q>Ig z`7oq(^x`$D>J@|xP0(HsrND)0rKGhCYoO7KG}kV!*N;yjdJ-R$=R0w+kxjST2qZlA%a% zJ-w)%x6WK#V&t0;FMAQ%o$h#x2)6e*2gOy?(t|$L6n>~!?PcBdK%av=GYfyFH0Yy5 zzq)QDd6m6gDrLlnbJnJ3icjmKx1rTW+Tt|t=A!T#54crIq{6o$?H0^$;Kff$?$0eM z1y;oy4n+M)tGZUW=g_kZAki(t9EDjZxil(-!pquaG7xX^4@l9HYU^9uP@}bF_(7eI zvSc^h`BFi#RV|b%VPYOL7h_rUH4-((FovIw97hLh>6v<;nfMT4`icx4@omq;^Qlz-$`eFpo4kvu`<9PcrpFGrGS5^7 zKV?n4Az8d%aXHTMHio&D+K*YKV*Y5DB<49XkT-L3GUD-D8H0X}gEzO3na5*yKbAkd znf0DO?wTQ@)k(r2I^(&Yd_I%oSaC!0pQBcn6yYxyzz4GY%7H z5x8Q|YXP)oEmW z9OO1!tD={`5%-9hQCbWM(guC0A*UMrSttX$u-{Chv`Tfb8-Ull<>o6lw=hmIzfIvV z(I>K*zm4x<`QB79u~`P>hpWsJw`{g* z)*VLb;4sq`!t9|R=07S{&n)CHI*r6PB{wq{sFw%HVhz*Oh@7vJ#D{XI{V7XJ%hH;DO^#%w15zR%MarI zVN!cy)4GANn!wyd^XCw+9Z0~;B^Blq$}ma>g)E=q`G)>w=8C!Z79a;RK3IYck|-_& zKZ24$I&+wjRkCBNY>pYcAMnV=zPyh4F=|uW{mG7S)$W!CWdx2_(cHv>oGlaUeUj+f zj)|tJH%yw3H*EFa;OAbUfi!%j(Y~Va4PgSD0G~|P?C-L`vC%nhI=Rt#UBrY;!jpXW zD2UFdr;#8;>jAX?ZzKLBP3!iL;;GyoQPs~$XAv-elfCJnnm#~}_?{Mt#PD&UOljgP z=~XK<2B=}A?|=i_cCUtIjEPt($F~`*%|}%@luSS0m5qR?T=5B9#2v_V-R0Cm_DLh| zo=BvZCrrb1!~_oF4i345kno^z3Hfbqq6+PYd$8{NG_fY23goi@oK3mF4Iusw{c_y_ zP?bTY?cT?OJZY&M6FreZUY;8yNOKMw^ec_HTb|rmCmRNd(}p+bpfb~0P9terv5|#u zBT_jA=CB%A&sI5sOXuapc08>`~ufN zwDHwc_Ic{zrPvRkkbKr7&B3Yvq4_B(4laT=o()& z3s@`5L2x%*-2r$FuG`LoOow^t-2lKlh-jo$rX}(w(}!^;a=XQ-=+Zj$cn4&y$cgH= zJYcNroc*Yny)pjo^u0b{0ndD@ZbY2aB)_koq^tTx&Ej^7Wsz|2W*|K&1 z16ZXd*2{C02nB&IQ^TBOgz`5xQA0zq9%Q@W4mLYGP-zO-fg&5uvIzKyr;z|^4|hKU zX||Q2na2KKwQq!^s z6yL4lsdRu7=_C#FBz%+;hoT_I=)Lc;%_{8gP2@7KdcNha1Bo{Q)Y?Ey7@}2mKLjs< z+ezGj-2`aVmyd?(R1d)IAzC^RzaSA#iP$eEZE0PH0yVcE*3h#leb5tjlQtTIwuOcK zwrtPczZVTnS$KGvK>BD85NbM9Hh_vm1)4Z5Et*rDiY|bXaae$05~5C>4?#r}5x`%X z=1JF0_O7H21Jy0pI@nl&+?9mvezuZ&f#Qwt#3FX!%z-ZK@Z?UcCqHizo{qCR(rMX{ z3n0{rINaTTwUxbt7oC`iGvi<&y)?1bkm}w#sU#~<-SdLK9zck>(L;@Bsm55Ox@QI~ z#2TFm_cL?7>X|uj8De$Rh}MSm(y$mtc~SwWP2hf@-SRVG-4!69^a=V4tRSSRNKOib zbJo@aE7KRPIOG9BH2~`&(CmOL23m(imd>D= z^8kCMf!=`=?gCmA9M%(z9|vtJ%1bvbp14~v(#tcI<7YgeVtDZ$E+|M$X`$S(>QtMwh0iMFYqtf&2+9YqD3KD3SpGoCHG)1i_!BC5E-aW9?x6ps%9O8-4;U!cZp!4&r*8KpXAecm+veb`{fmfbIq}Rdkqr4C_IG!sSiJXAn zx7E<4Wpu_EHGs8O&>-^A&uDdu2Epu?6&GvRQPbW z2XVI!tqp{}5b_%5ensS?>r;p9{Xm3*jQlg23+V-tYAi@0d`K^r*EEg(`qav9-b4{( zY%1uH!D+&$lU|2H5q}9ps zX;_*-imW(geZZBOzd7Ix%$WpPAU!kK>^dz;MsOU!G%w&iX~bKU0QZRK<~eF^nWSk1 z%!Uxd)$NB@I%%2%FCx+>|C1T1=x2Wcp_|GVr` literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_31.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_31.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea3b7f6d52cf6ee8faeaa10bf0998afdec140991 GIT binary patch literal 15823 zcmbVycRbtQ|L>dFvq)=?nlWpnRuQW9Oem_<-laxqDMA%(>`jcQ2&HtW*+sQh6*XEl zYL{BIH*w$T=kxvD-@T9f$GtawsN;;+d_G_2yw5wQKTfBBGlsebx&Rp&0FZ(IfYUKR z8=#@0qNbvxp{Ay$rKO=`fHE@B(=%|gvN1z>x%l~bxp;U4gk{781f_&{cwkE6QnGSz zIGkThMO|55O-2DOPZB~#OH0c@&%nXR$RU58=e+#?^XIe$V4)$?B#(lS2?FFSWDpjz z(@y|DXeTAv-w*Kbhm0ITK}khTLrX^wPN+Krkdr|mtqthPK2wi^p;Vi0uU0A_6@IEcwId%?CE)h{Nn79P|qN0+rimLV%9bG+r z149eTt5()F*KA!}-P}Dqy}W~N2Z!9b8yXh#AT}=k;Ui3XMrKxaPHrBy1Yb%hD}Pc^ zS@Wv4uD+qM>2>SJPi^fTon4;?28X_VAO0~iIz2Nx_iKLP_u|sV=GOMk?%w{vA;~W? z0P>Gp;Q#+P_P_bX0{TTxK>?wlCiz81eh2)4uuxE*m!o3ULQ*>gunEdX(?Bn$J%0It zR!9N0e%3j#pYEJ6d|G6KwI){Tc-rAY@?jAS?g^Sg!A{CyeQi zZa)j1yY3~2TE+Wbias~`x4}*>g>ohh%1~VQ93u?@I`xT``JQ7sEh$jvQg8(L&+i0Z zZf}!X-(s5G{`!9g{+~KXTK-E`3e>kkvA;e_2<*)8l>rC-kyS=<4>ZGfvs`FDM$Z@K?@P%aL%vhfUPg;@vo6)!ja2(qGD^!L z-Fr-vpK-FeTB6q8X%EyDwyWN~TJc@64r*)|zWwxRbIr%QNgDp_6s||CvOZ>Rci+C~ z^9>Y@#&mI0>GD3D538ZklaZCJ77YYnFI9u{k=HJA9Hi`S2l%X-$e0rYU(3l z#^P-qQZ=lQO)=|zj7Ml)d;QeayF#O^{`pKogU7jIJu>c)v@KaR5A~FRCZoj9ai&eb z@tAAR<~-+wWzPqk0!vSvq%OZ=4YKhr|F)#BEvzhw!HcI` zq}C9KyTZ{?EJXGCgu8vWp|flUHIDe{KZ0C|kSx3CB80UpO~(6jOI)Q};?$SW)#9Zo zzgaEg`Y-iJP%|PW{4c6=1_AMGB;Wq?H691zAFQdU}Bx^wa zgP>$5F9Jmz!NzRHYZyt~=?9bV03xy-tQ-E42e)rNgqhCjbdeAjS)!ufC zdDpFUpvR&?)NN9NTx)IOS!icPV=M=+Nsx--j-r7y=BY131CSzDnDP^%a`7?4rT2P| zN+6F@S&*WoFXv&iUFs2wBI(+7r7Fr(OhZt1*6W|fLjK&`5lm&(IuGz0RtN$IsUAGh zCel&^a&rNRbjH+gHx8neIcL8=$Lqcn4O!sXxOVy5TtK6f4^rq6l}+L-4^}2NpysXq zdyh;)?v!ir6XA4i7AHEF&8Mt_-7$@>x5?9{Ma~8)FDYDI6_m_lHTHPa&`zb?CQ>)# zAH#hfW_HWAX;;kax`@7u1*5!rIjk+k-%DKb_oYImm}9GKYx345)XlkDKVKC&BaY2Z zfoJbjEal@+G(rN&JJaUZgzr$)hwOG%+w7R=em-~q`yU%8M=iQf;(g`iLsl=VeZLTl z@-6Q%=NSDO&RLvL{Z_kstCr;+3xA0A{kI`bCqXw-9xtB@BNjD;B&`bj?%{7~+qPF` zx1(Ynd2|ytm-@hk-^TAhC;h_7k>5XKxDv>v!W>5|rvdw1Lnh;mZe90rrOf?HxF{9YkhL0_6?+ z3pskS|8|3uzfj(i`77-vK3C@!XvI^IB&$ZbZvSb6li$8}kf{QBqbF-q{cGSL*ac*X z-Lwk=q(VfkZ`B_p6^SRLLK^c=*Wc|VOM^rc0n&EjOCkrj^^nLx+B^R4LkZD;mysAM zxq^4IAr%5jw9J3Fw2NAK%1y~FK2ApjeI$)qlQ-w+etuQ+bi)4n;_maHAOZcafe{h$ z?|8nGOFnvB8(mh|s{77nxNtwFjctix_j{Fdy&B8UcYXVoTze1yTntUISsgk~i#f!F zwQxV0-FoKreZK#uFAd?TP~ju{yu)weIX##2BeVQ;1PWX;uKsvn>>}l(B)OEtEqTVp z1kc%~2$yfS+*?NZx-a*7x012mp4%(GC-CFuxru9A3R_`VtUF_R*d83iXFP?`MM0lC z*!m2)QoAr|!TTk|53GGDitf(jy~u|61?gn4Y2UDRHpGU-W!+&*F{{?kKG->~bbIim zrDPEpm@xKf$e6@De9750H}vO0BHN*b$?J@a9vN45$@Y)RU47N2BEHQsUad4k{t{Pc z@MJ;zgBF^l4^(Jq9fOdeZ>Yx^7qNxOM8(}F;W>TA%wh1~TxU2re=IcCmCRQ<SoF4pwsmy!_U5Alhm*k*$&#}d@Z;^~^&L8- z(wCI^M$#xR>-e?eRj>)d;1~qtOR(bcv{;i0BB_>sIVZUSo;6mXZ#?Je&w`03mD(Ix zn-~yh`Mxr+dESSLRv~py$9~td*?nfH(c?_>ofYVuIwMbAEbO{looFpG^E`g^7RFEG zn@C$*-4B!KS%C_^rHFSl6`6mJT!;Z7K%-{gzeeXo-{4;(M{Ny#$l%H7B)n;iAt zWtp_;o*y$PO!t+1L(NM=_4X7n+c$8(Kye2fW5#od;o-}bEvBHv1?44##CG>RPiX;t z>FHz+b0?Ri%atdogL_;)<0p2`O?LxXvP(8RkOH*Of#r{q>CXzj z9OW~K$biiv4x)06Ib=y;YFDJGEQQ;vqwMkd-L9&&{mWGePb13a99{0epO_db|G?!V z>!LoPcjR*ld>R;2NIWvQeKe6XGq;6a1^O(&fWze>>Vg&1-e1 zz>F9EgRQ6V!JaE_clZ=|gg5{C^%Qt8XhuzSXtzU@U~k9XI~iNd4NLlF63$zGfzPdr zFScXfqIsHS@LpcuF#|f5D=rqdZ&Ewuf2*AOr)~6Xg!1WU7MrA|HcKgyEzsc;e zICaeJ7Y2+0eMc_GupzkADbN}~ke^#(J-hc)`)-G+MT$nyaBAGs=P|WyI_AS1=D-1{ z+r&UN<`$bPj&{D3F2F)9)7^_>FY7nO)CNlJd?`Wnez&FdI1 z^mxuQ^mnd{jI@Yp`9X-&GlE6pW?6xnec6l7*O@8iNyea17n63y?o%M5{}iBkpO<(u zgLnk@=3+*lUBq>$6@;}9HLqtZ=BZ?BrP$;jizB9a2KW3%#7_3~j)lSk`ntr_BZG7w z7xP2CwE3ISN4t~LCb!Q0{{4&VR}7QCi#KALeUL`wnkjk=&P>1fIPZRUHo#x7+qd8U z#8V~Qf}k3AZ9HaNcXHbF7Mqv1rq>VFfE4LhxH56vdg5YZ`$*)QMYFgSS}_HNjgQRh zU>?)L4aypY4UfaxKOSHl_Vu?{X1}Cv6bZSUNRUk@0CMjG6^iW8v9R@?C}-`yjFj0^ zVEG=X%y2?vkd3=E)#JP9DL`lOY!Nkk8#B3fVSh+^I)O^yRj+?gcgi|}kMjk6)L?SZ zUdKLa2+k8+&BGLO3QWGfwfj9Km7GdUU9iuPI_@U$L4p5i%6h2=`(PKf0t30S(I6Yi_thgYkI7x>>U3C)X24T+=Rg_Tjd_Bi9F+ zvyB23lA*Xo69-zaC7LZiQvr)_a z>Q90DSVXOw;!oEG#5x<2pJwFj*g~)Bc1IA-EbQufVI^>GY070B9eZw*k(P2Y?qR3T zP4sKeqg!$D8)G0hQ}=C$qPRkPsZ>F;KoZ>;uH8!c^mjUNW8X7nC%ZT-4HI_b?rjZ} zk>lsENTNr|`d;}hfv>|FVzrP$`Q4$Ck)YIXd72dD7+1AAF*9>KENlf#x0} zym>u+G}*Lja_^wIy~ZrI`k_i=>WOCYzAc1rvesZ&r3G(ZbFq0^w6+&f*Lm1GIcun9 zv~l^R;mA*i5Uw1)<>kkZB#MuYZr60^~!#T{}Xptqp4!7bzL>ftASkWqktf2=$HfB z<-7L2`ztc}$6nntHo2}o@%%gc=>5ut=4sY=2DRV21p#wRBYO+ga^d`3y#vyt&#qe2 z0~{aJcJ}zQxMI@=!1}7kM@t-6<~18*J_XL2s_t|2*32TdchT)lll!`K8gp+f((ZFz zAimQMm=?tfas8}JYCHw3izaO^uAI|D1+SBdUGt|tQO9kR6*|f?pS;pwlGWLYLT@bn z>U%(TmG3scBsp`c!iOGXwF|LAUmj*GW%~S(N=`Vkgq#BB6H<FQOzn90yfs~bhKH251IT!RxLm0p^l7J?#XE;xwsuS=kJ zW44Lk-hlha2x7l-cDR+DmR2X5;g7TY^~b`|1(q%!_8dHZtljKo2XZ2rG%~~QcdpoO zH`v>5;fxNbi9M#6o&HU1^(>DI)uHYQy|u&yRH}+@Y$`FlxZ=2_>_V)Eu9=i>F(3MF zMWQ$x{IHOn$ia)d#3VXZ{f5FL!6! zSuu*OfzphRdylPI+Gpvy4?T{E zH8>%JCPutpAf5tB`@=YXCWqXI>EaF{T2{Gya*6%{;P$fjW#HWPVgn9AzXE2o9nn1@ zHsy-F)qy2hgogT@Xxh%DE|#=4cQ;2Z%0tZ7NUh0bn8+q-G2cn@XkIKtU19mE`@qf> z&3@66o~E#-#iB5>A6S`l>Y|sH9~yByyCJ_nZa!5IHiR2(nA|!A5GQ*#+~FrC!VfCF zA@c{Du6~L*i)BpMnD?W=HjUA!iqC~V1LYElYN$q=?dH{lQ{dnf$k~FTZ+i2C%P-7J z_CB!1v}I#AnEVy6m6M}sU()JMzFJ$UNdC4&Tj;cQ$h?;-|E^B^-E@V0+hFz@rJ$zed$;-*jFiKL-Z8pct+95lEQRB$c8C z7W}=FQm~4<=YvPUWyiw)1s-Pcri(4dwc)ki=k&tW!p5L~9?IEeZH~p9cu|-U z81P+q-I}48f8XDKR>0-?Wcl-ixt5>7?jPXal$IXC~& zMd2c4j2yA%2hQ1S^WwY>-?n2I7Sxsk2IUYv$b9sxB0XG-9-5c{QRbJJZo0T|m#-{? z9IOlmU<424zE$`2+otTB&71;dh`ny>d`Hymc)$P4-+dco;pK7%lr5j{SI3}~Qp_D= zeDACB%vocj)Jh+!;v_eYZb zUSr%;r~%>^8o7<{=#Db>4^-G&{<52*WfZ-5NLt=KyMM2Z{p7g(LP~WfH~t~d>?5D< z7wXgtdVC)@N~T@DHBYNFY&U=iX-(Z=UXNl>5=3+P}Mm|boQy}?|~a|&eW{IJ<6 z-Kgo>lez=>`smdOcv8zXibB5%OGbx-k0u>HotqI)xO1l%aNeMGpxv|&+Hx6X{mHrt zwzdx>cC(&2_^@w`USE7E`9kW3QF>+Z9Wl4No!5{t67s2mG`x&AQp~@VKwSDdOuBIk zm+ARpJgQ7WX9LQYStIU`g+^z5k$f3%Tz?5?$8^tHYu1+w&EWNN^2g5!{UiZv>qxfe z{(8LB+Fys$867O9YA-!h=}KI9G?PAyT`~|GYDGBBCqt#o?eQsGu+I0 zrf)6#=(Y>fCz|#nZNZSVxU1Y*@5ngk++P>on}Obt>hDQ9c^k5p<(4KGeqVL=Ip4_R zpiS=`+P9ZJi9t{De}??={Jry^%Rghv?_Zyb7%OX*K^9xrG7s&?T(*l ztliqe`ujc)y_SY4H&i(J@|?eO6yyjYOG%?>dHJZ1Sf|aLRQ0nZ8zCJScqRJ9C9Z`* z6cBgslNe8UM@qHxl5IrRY~JJ74ROwqjvZw0mhyVT1UBMQZOBv>MoViqZlr~EzWfQ; zr79)8Qy`w5&9O4`e*Cu6jkDuV{zZrGpi@99pLjqB_;JYSYR#$3psv+(DL8!hy*E$E zYn(aFQ#o&JCP4GtZx&M4mFu!o9$>TgwjaAe6K?VRif)hT98NFd6zIF?hv3=AT>S9v zCvjUJO<X!iC&ELILpqaDml&e2j#(5&vy8ehK+kop?pwTgG_n@m zE1(gBO&{;v-Opug8)q4ERN^OGz52~fo%O=r3%P@#kA}^8X8BJ_WSI5D_@kC}?*AIf zv$`sCWc}V$;$m~GuSV!+yWI7TFP%S=8yAP)OFZA@k@?*dIN-;VDwpysw8BC++7(8% z00|ig?Wn#QmFO+2YwE{$BkXJkA_{6y^+-^hH!tAF*_mfavck9OIfyQ4E!11f798b| zav0B8aeM%__L&!qbzEa}I|O7`9Ruo_m}g&Cxy4-g9RDhE&5ydCQ8te^(o5*_-LYD< z;e#%ywu@c+(?nl@nfMO4e#0Tlpz|ZY(-gZYV4=ID0fvoP(wF zk6sD$l0@R@f$pWN<}u0FIcGU7Dn@>7tB!{RcHb7!7M z|4txYw6wRkZ?Y-LwkVi#d!cbZbtNRwZmffo%0GVi3(C86^b&UAT_A`e&o}gpb%Q%M*%*R8 zT}q#D*lM$nGguA9T~DO?&8~nW*12>C!RJB;4MbIM1qK`p-K$_2e*I0bNcNdWLE3$L zWWe?mw(};B6L9E(h0RB?K^yU2a7PRvXH=g-l{%lx)Iul=S~k#R^@IK#8t>Pnf7{%5zc$tN%Mr1Lhf)GVNsc<6&|l#OueB?R(9XBtC&*KAjR7bt5QtS#zFWP zhU@|8pf7%=HqAw+Q+nBs{ZP%iHsi&t69%xX^NV8Nnh*xG8JZRp^ToV;CkVu*0YftB+2i;MR66mBI zXEKH8%c6O%>OXUQV>xo$$dQ#5RgTcq@ze_zc8k0j-Oi=#l+il}hL6Kg?1K zEh10iC<}3&B4c#Ft}D-uf4e`Ru+Ys@KcgMHFqyLP#N)_R0Z8OQpP9sUCR)4zUc3@` zCOhRJHF*-w-bc08w}gLSyN^~lk+A7j15yh9j2nAvx~whl z_d80`-xF>BIUeSL`(BLw{#`PzplVVULPrbULtUL^RdD$ntZu4I%Eq^nzxm#<)#%9OPt;SZAGlc(y6s;!Wu1GxB$-&lXFqa=58|*!I`kd@^h@ z7L|VgQ_<7pa>Vyk7U>m=2=D;=-h?^y*3zU&S+#WOl$)Xk`Zc;eUs$1H{v1L}lXKYi zL4fva^|r03Qm&?XssK?9=V<-a152f)vYy;$93g^)RKM`OQ3RK^wDh}TT@Cxevr}tH znJ&Wu{NJlfY-Gl-8IJrJdx17wdEY}dGjZjby6FeKk?K=m;eo?m%hQ+aD!D~J{axxT z!Kdo1i-gT@8BSM1IyYy$smi4$e5A2R1OY3UacqdUXA&?cX@PzMSQ-#}LTAdEK<9->;x(A6e^WRD9Hw_LvEr+YQK zG^n4q*hhZ;m|GT1Ph)ndn8&HyzL@(S4Kc~N(Hu;Z{?PokO{R=S{PSg7ZNsDv#U=dE zhS5o$BQ9KABLS-d$z5>88sy)uxzzBK)hla&`}$c9qpOE6MX~i?h5XLw;esh5YXjru zdbe~LZx`7)Y_;+qZ8uNr<**;G#}iL3{8ha`J{ZMU_x|hU{V#F>zoXC+W;Gv90X2(F zd{(@??EWrZutB4n3NciEvZXfy9xsc)$Di>2&X0K<_u}g~`Mx#n+8`D%k(Loy=7SmB zUJp;AO4geq3GF;W6xhqE^NV~K0!yS|LGz2g7^JJ z4*OuPxKwO{gqY#(4Tx9O=!G1j8oE8_NOkZ(OP#(XN(B4zst&82=YLd6?5!s*f(&@_ z3+(rnTfL4L0k2_yA__0;1~>1SE$B%yxw^RUddW(99H~wol@kx~N2+5-MC-Hy^A7SMsZyhNPAH{Afp z9ipa~c#O*hTckK$NHIiWhKSuUM+1>A;Jtp$6mk3SpdBbTuZ_p5eAf;!k+H=;tp_$H z|2DvoxSbJitaeyw+#tR@1q=~2;PrY@lAa{Lyu3;Yn25iBr|9ikqPO~+4a2Lfb#=Y8 z1m;+otG!PF*EWz(d@-dR$--fv34)Tofy5sYkFGpam5RA@3f!nFv@m%?y^8g>7899P z?m7%O?$JI;ZQdFpTH^K14wfdfWUSb=2Mu4oy=gNUzVN3*ViV1W$dbIatSG!PDM+p{ zJ)x|!INU&x3cL7}<^7D#0xr|4z$#D^-}$;R7y@u!jpA#04h?+qT3mZ3|4En8)7#{yp(!pXi672St*@_=0@cs5-WS+p6kikzAgX9RoT5!24 z&4ro#6XX6)>OC6xUa)WP2)E_0n6m;AI)U1T4|yKBQZGr28wIe+OV71kGfe%YM7<8LODfo>}4EpG4-)xJqyq8Lmk3*~|Fn`R|92&7C%RYjCJ znQcw0#lU@&$x>^GY709hUu14Ra?4ihkoEJ|oyMfNp8u%qRCic;vevB@c~$F%n7}Wa z=%EIo#X`cv^NwqV2j2nP5274?pZ%xnSt5d zVEugcdi3s94lHVku4s!~;lWaglA-+Fl^j-~W=yoWv^7HIrcXD-za9&OM zVtIl-x!t#Vt-~CbWzn(?eH%t+?c{3DRn>8XODli&R3ee1#AOM*sp9JEEJ=7#12?U{ z0B!}R03X=p^j(a9bB%d!a@Nv|rq6Eh4ZUFh(6iih#V6Zi135>!3rDlWgR|xgNSzxfySlc$J1q2rYOZ*;aQx!2g6>&l69=rqtIMBOt)6aO5#{mDSIDY&G0^wlX4 zhyY7r68~re|5oqcCaNUs$2Bhg(LcZ!A@u|NkyGHAFA@A>gnP=?3-W+2mFidabh9lCLBw<}30`YiIMxvr}NJ4Xt`-xA{aC zys|k34!;#*jFDeHW^p-;PHulZ1^B^JEApf|<-q9_0Po;-o+>7L&O5n!p?$#1xMTDw zP_6gh7U$_`xJwFM4R%$TWZ}zIDM$NggE5=juELsT2FZ%1+WX^4$8oHib0WzIZir=_{dEut1opHi-Sj%T~#e zK3;4;ZMa(TSe4wB+%*sLO^SJIZIfzCHET-5ewr z9~U5!2R3K%fF^#;H$S@Miyd{Z;{>G~}HzS@hF3RXF-FJJ?DRs)mt8Dk1;;IsLdW7;ayDP} z#T+?m#ZG>?AwE}Y1%*3YNqfJ^XP9yGbl5t&vI()HSP6DTgdu zIe)wGxW%Xf;H3&WUVJraZ_n!9n6@?KK_11*{czfM(gS09cS}CtfW-xBY-DV^Fof#Yq{Yw>N(FXHApu4)x~AfUlxkUaszlU% zn&rNCGBEOc=N|b%-bRz}38_^3ZkTH6#GV3E5*-JYT+R|>ovX)oWQpHmGC6_D6IsbG zpUklM`uVR`wpo8%i{K}nG>soxZs5RgX~eo&RjmmNuh}&5YN`-}v&OMYA6Iq{SOj{Y znRQ<^QS<3BeRY708G+}}f=SOdFzVh{@|g@ysAFFs^o2;Hb9e5Oo8Vcsx>EfPWB2|Gty*e6BXZP(PSu{8r=PARoLPVEB7sJ14LnM zGO%KZS81DaFdhS7Cw7;{$i?$Ci9BLi;zx2f3!E3sb&SS!e5{vSCj zZG&BDZweA4?IJTX_8o+R37=o6QAS4uHbEk&~i?`scA8zS)g zIcbNt%danU#lHM(r@%B#yh*(Maz6%@5*-*xu*3~rZQMz?^sxb1^XL&+@E&dA+N0=A z!gbiQF22__7>^%XcnlW*frf847X)bUE8&luPrUD&G1-nkxksPT*=cWe?9-D8Zq@C9GVr*`4f zsj7oI>MVt=&xHs4K2If$g`{3UJcPHlt3KK{Ui4H@&5xhfg+Z;a6#9dL3x|dLW&l> z)$p)lBG-ib;4F>KCnb1U3E9xbWDCxIk^dqCIqz2;! zo3dGz-nbp<+Bd$xmRgC2?SbD0Ff7N)>D+E*xnHaA`|cyw)|d`ydA^k2&`-a72Tv8n z#XV8L(ce+W0R`T~6Qq?u&l&Ea94(r;3;|<0Lt8^fPC}1jraAe1inpQN0MJ3;>52N2=J6V3~%>i`$163t;^P@uLT3|X)Z zkAwqxc=)?ZC>J=8*~nMh2=!N;$)&}}>8=^t0>+T9U{YW+sdmbE!9*m+krTgO+9nN% zKpVkKP-UV5Kw8w+j;d^zlBca1U{uWmj4ANYrqUjACNG#Mh61*pu7px zhI%ko2b0N1DZnGABW7!7PTp@|)CNFtwzkG#8-%I|wAKX+s19%ii^9mtGS0 zA7LS|Vyb>4jGR8;jDZ!C=U_ndV5MEqrXBzq3H=KRJB%TW%%CJ4130v2fRm`O3Z|WH zyq;w8FhUzBj&9Hptn!O;##FvgM|T{?5Qq?w=0O3a1pIn2)f5rhxC+Ipy}^FJjw}P6 zGCX$&4+R`U@WQB7QdtceNXK0EB=ZW=S4A3Y=|D5%I7%?$KyLAccdDRox5~Ueg0@oj zkYlKADU=yd14w=6e!XcOkhLIPVP!kzVD5XM<^p((IE;hK7Rbl6zhy_!$rTMD+W;j$Rn!31v=$)M1SM$W z9$^Lp_`%vPLCqn7%wcw*K9WxIU{m1ijd4xqTi<(Z)X8x{#7P}UO=%}~KpD5>VPosip05MQ zz&hS>;x~#Zj&)=rJOxnZFklYP$ybF?^`iW-R4q|MNSH{uBZM=7BMq%w%()Wm@; zeNUjJ6hMO0;FGPm#5?$EKt7Ysj?2#C%sA?+&Ux^)0JJuf0ak(me0VHE;q%KThvsAh z7+4!{Dfm*gLb;*8*gzC?AO-^i!5*XsXTd07E<=Ni_6GyS17RE>7U1qt>~It~MA2H!DMGCKT8(6|Je8|t3Dj3Q8=iNJ`x z1$R$ii1aL_=zpC`Z;)ZA0)iY*fW~FOfh8~w#grxB`HP&bO$lDmj{!owx@?*XhvpE);SFB}Vgf(=b zgO#L`@omQ}8W~^#TSEmSO0k)yNK6$03&R5RafLV|pvGl^oEw|v_WC4w(gyJA$^6bPgRP?gpwA0&xseu6u;AxB8Cg2IOOqqpV zf#PJ)C~+^(Vv6}pB-R#?)725-D5eBW0{Q3V3F^+wTmtJn(g>{IqzH+HfyG}Q21juL z;tGajZRd-npw8LpQ7@2MGwHdpB^Yf@#vU2Zne41Mu#Te0V9Q2WuF?0`j5lLv`)Xic;@lL@8(gac|O(OkBNq(&6n?#aAlNrtsS;PLR1B*0eA z01E?JN@8@qY$!|8qd~_~zfuCy(9GIYDlZ+8vzp2t133f%cx{v?v^GXGlZ!$ctO4*i zQE|^syhbKiw8iB#sl)>?s;DhZYD3cLW6GQiBbU4l(Sp+;w@Wfa)1#AnILmg{49UP4 z|6_+|F$Aphq!56I6jU%COhf^ly!fSl&5z29IwH_dmozdTZ0LxZ2(ac*CBO6fDIPWM zoVft4P12`A_DDlpz?~9|oir5ng4PHWfz%NdFNX4aGeT==v<sFWyC3?=)%3~8M(2@zs4#*$FBEQJ(G zSq4!<3CW&)XXc*K=l5NH|NFR)d#@hGyw7=^*ZO?D&UwGy@0eeiKcOAQSR*V1gFz4s z{DYXi&~a!RCnpyt$2Kl5E^h8^JbZ}le7wATqPunrAohqMCHII)NJ#BdmY3RlKt@6W zby(qmiYgk7M#^jHY97*2Rzn|RF@bS&bMx`?iEQ64a!6W2`q2O9A7&l2a~n*bEdmbP z3$g8l!FR%#?;#}6lLNN(1O4*@V}rAEaB^+q=HUedWji1?7#z;V4(H%tX9v__U>;)M z$+1gX^(g0V+$FBPUWh}HaZk6&9DDgz(26#*PtDQ$1~-q8u!yLbteiYbVLw`3#@44!pRqZ6&erMj6=xT`tDBFnpMOALP;k`ETet7ry+?c)pOE+{Dfw|q zCMAoSos*mQthl7Kto&6)WmWyV_YI9rA3ipBbas8|?)mzSJ}@}+Yxwub=-Bw|-2B4g z((=mc8p|#i1pjLm`21_w|FUZ*u#1hI9nQ|hvJ1u*0Dj>+**Th!ab5D-z4uV$ zHpH>Gr!U`f%cxn+2s(Pxc!c($2V`eirfpgF|IV-*|GzBzmtp_5iw^O@VIX+$oe&0^ zc!}L_R_b14I{#sI>l>NVG1_{mV=zLdK_pKVONU7A;%_^IYvoQsz$ED!UCGo2 z$e=u?Oc~Xyztf%KZc-jo3KIeo)%afhyGyk4tX`Ayh`qg7dXl?1o=vH=n#F^>?cXyd zfaD+U_W$Be{SR&|F{!Tp?d<1)+$oAXWXO_7*Z61PKS_n?_WwO|x13f^{SWr!ZRH(P zdH%HWc=d+ZJ1s;s|MA9rYVf|2}Yz zd%`uqpH`mz4cojmV4qNpg10K^oF||UbR36P?^>5eGfI1>g?{wD7d&%NWtq35Bt_&G z?oB;PYx$YYuJa#;_!^F7H2tWk9PXR?MRK}$V)o7Fsx+ahI|+`7mRENDT>&ON!2_*SuuwH6KkHt+>**E2L=UOv1RY^J!^!+#BF74Z22m zkE(PpwmJ2RII3dDB;|@laZG~UHVs;N4p3K_T^!$Q4V){?wjG2BSd#hkcyUabUb6x#un6 zitk7A(=|@5qqc~YfdDM^t{H>bBk5N zwSQPO|HJCe74iLH|LB>h!D4Vi95DE+-ZzutZ18(OlC#+!OaddMft7!G{>yfMT=74) z|6ONQv13af%P;?$JHpbF!ZIeIdcQjeC?KMK`^RLK3M`WY-QQhzRr#hHp`Oxi#}$3+ zh`v@GwY<;e+QLW8{Pe4bv`bwMsOZK7y&fT7G4#;>^zcsN2(jpZw}E%B5xY;~#(4LL zmh-*``fLR!?GAFWTMm1^9M{|NMf~i{@aqnzR+7r6wlf!)(A~EiR|DJwhhwQBREm1y z=LfP8@zQIow#8<|j=>x#sZ(myN+IQjzKmf>KVYWRWY#>bl0{$Y0<_Um9Pjy$O zE3^MMk=5kCh*%zGIh}>2Blv$g=x?|KfcO4a{N5i0aRnGG1sJrN%qwTH`U{2s`(Uw% zmT=|&6HyTE|GjQ&=zl``H*73pfZ%_aCtWcs|95Oz#(>yvVSbB<2AB&0boJtU4eIUy z2qw9+fXX6rr(98F&2{yn{?5^pwm|&X8&@Rij&ET;rql;EznN?G`766q?jJXAC-IU} zr`YYd;#Yomt`GY3SLA0xkwzSMmx{EPT*$|mkaNVrKSz~%)kUA2<9*H^rZ9hO_)oqDzLi7|<$-Oe;7he_1;K<{p(c`LpduLeH)d$n@hWRJ56$cgnZ01{+Z4U={7$W) zi%IMtZ=B~t9rHU9#vZhVMRvP0giyt#sGW<&RMJ`KO}3nRb?m@3Doe$JCog{G1vWsL&x+ zme7lm?+bzuyp3SEEn&^H>3;Hn$-f-e2GY3HDKm7;UGvJ67o7rOJdqm|NJl z_h2@}Ge^laKGo^Tl3#SZUzzfqw%BiTZHO&2e)J1Yc!e|?mfkX&hgHStprFe4)Rg_htj^J@{V0QNU1K1 z%dChVwkO2xX)1H&NvpYOzTdF+8s*dTgWCh^n=YJ=Y~{6ai&rG=&jEA%KDpA##yIXpl-pM(7g0E-pL60ljafCB>93U-sv zU>?L3>^I;mfkk@l8U21=?^w^SZ@u^LCmeISTMkDSC_B7RIZJ!;b${+hM^7m8(8I=J z?D%NkZR-aFv6+hqH|-w<1>AnTCe^%=oRaWbCkOA-Cx1$Y8R`c2c+C`<^|%iNQ6C(q zJZVt+2DwT^&d2JFNsM4_UC#eumxma*;zRSt4S$I#buS3I_wwSWC7@g=t~^QQY!u5P z5emYGAe>~FWHlI#`z(_9{^tm)!ke!_BnJrengd_Ju@a2z985xN;E2i+{}04S9VT?yK4Ue2 z(463U_>ItaP>Jj{YfE*NFEOFo8%a~;{qwWJn@frq$5&`A>nu0q{HVns*J2LAsedOE zl6;ReCCwHlmMQLQT(9ERwZK~g6)Cas${F$nHVXnLFp#Yi>;2*&!X?`1-au-YE>t`edc>sd_b=6xe3l(B-De&(j}?crehNG21iw+7zT zDa1_2G0=A!{1rQRAFb_YLbInwJ{FD@OUV8*V~n*N`+=gxA1R9S>X9Oi*?5Pg=!!FT z^&VVZs%Anp)=Y><`R~gjO&~1i1QQ}hBcJSF$uYQ|5{+E`0$;)}c&wOQs~w?FGgd7a z`$>NqwJXU&Os&yK77^!AF^4?zcGHe|~$&QAp}q0k&ABxv~G zmlyD%PUJguKasb~XP6KVZfHAu#wz#mRpd;TWQ$}X6XJGH+E}+I^eZr-2HbyN+N2Wd z?Vl3b%>_O)pn{t6S)>$$kxOqe}YJM-uqp{=ZEb1q}! zbWjnX<=SNbxk;!`uTi9lTz0c`>WkY%@tYn_eR07}IJw+mO0|jiJ zAO-PJg;WnF6ef0b@Xd~eu1lDEKyP^5p6Ly_`|(U@SN?PVBSRwq)LDA!aK zjnkePGl}>LCiEa0^BB-yTru{wb6G!zWN8lj5c^}I;VRl~w`r=U@3j(n{kJ57N1LF^ zY_tP}u71EJ!k;l@$Geh`wO9?0sd=0YLVu3JgxUtfeFfqqBY{^E2n&2wAfTOF0o{#a zLZhODh$PA=4_% z44MfI=C^e=q^K>txf^D#AaK7F_+51yX8NVRw@f=>;1G!snRIcP4!laJzapv6_*A_% zO(Jaszn)oXI)R+uafh*%Q*^)d5ayTcHN7H(sKh-B;i@g~?x8<+OKg8Gs+R7Pkvg{a z1t6%PcBC1&N`fV_l`9%80|Xr*e5L_~Z{KR$Fr8Y_9LK-#rqF5!4!#2T7cXkTtUPNg zn^o!yC^qrD^62}ksVKMYj~#5{KGuBzJ}-L@eB(qOVI1=eFQqh!?PNm9X~@T!Kb(x4 zG67nIH&#u6TMCdfNd^EMhnP_R)eE6IHkruPd%c8yU!>qD*=60hU$QduhvTr})Bkgc z)z%W<(2Gwan%1#0uL|2O=5jIwNAsh{clwNSXa2a`;1V4 z#G393*r2;~gbeQ0$mTPFdkbDYR=}p3JdRjUpmvScjx=6epThsg(x1EE(@k$42$(%0 z85yKkirh8kaQR0gR|T5Ci44#!ys`4>uPu)nfGt~!*|7zZ%;J`0e_g4$O=ZwawHn@s zhS0pu{;3^MA~8a#EH!}N9f2_qDUHZ8JohYb$o4M^c&x8s>Vb&bamoJW1;Q;)#R3meY~-EwgDIHu zeM~6(;_??sx+KAemr?`#Sj~9a0*bWZ3af5-fr=JF=%+CR>-IRCx-6e%Lg5dt?t0OD z_pa_ctEHLw^3Wq7?t=d2}$ok_F1ftlcvr;JhW4Fk-B&{X!ETvsA@Aw zgf6Yx=~0l?m;q%blp6vN!V*Jp>tjM*1Z_;2^4$+di5Ji1j4X4|MgjB)UAkb4`af2H zOrQr`>_cRL&+mwuGK;o9yy;OucTbk?TU=Q>VMf5#v$cADdP=eA=xPVS)t*qYN?Uvu ze#xhu2@NPC=YKLGmWO~afz=tp`UCH? z{S1r#QPIW@5wfWdWniF-eI#l zv&#?fdH2!I>1s&u;2R{`Io9&G&aV~kX;G4?%$Nvgn$BT={`1Bk*9ehCCt8$U=kBPE zWX#0$332#l^YJV%i;jDBsynPWjxM~24(GN1fp3v``q|Sv@WMdW!6hNB$$fRm2z36y z`J&ecg4X~5zu5$&*wLDWHIEO3{PcW;64qgx7}eeMv8=th$d&e}nB!Q4Mst3vc`%Y1 z%<1Z5i1Lv@ha;-(s_5+3lhrO04kY(swZvx)I>`60jkoO-gIkd5wT`9`BLgF!0x65mq+I-&WuGab3?l ze6}s;RoOWU{vQLclwRy}Qhdue-Q}FbqWSddcHvj3QD{WdX)^51_~Ds`ZX zHNhfv->BI;<6D$Z3A-Gq5q)BZ+}|TQ64^F(Qb#@HLBP8-zIi6pU6_w{&e+eJmL@6Q zWuuQ&q84}+Bpdjk!QZo-5UH7+b1!f(W#g4BJlbm zUv*5?ZTC9)b#ics&FK_1LqPT^@VdX2;`Na)l?=zIflry7{nB3F0!2r9$LuwL8*`Og zZ5TWAhb!g<2c@1B{g8Pozt)i?QlP=- zy%N6B`rPT(DH(q8F49b45kS!?VXdMS!#^)O)OuE4j-8|nj_E($9rdl+fe9_&y=5;MI$Z_Xvl zrmQ+Zwc2Z8SBtkev`Pg!|B?xMB%4+(@!03BQ?$bnb${UX;k~ENgTf|qgP=WCg2fN> zrX5?k?%f$w&L!U1r=dxI1L;-f?S6MXZpuVCE570v!?{|g<9DoOWqtY0<~bK*7p~ekk@grdCF2uSd(*R7Uh%kv2EtQ*XEgg19F@Wk$&k4>}3CS zF8?-t-TV$Umdx~U-)%Y(7tMLR!zZP}LkVeJR|k6S^d^qkcvy?ws6Af(W;eQ$lAs(^ zwGvKC4fys6;-=#~1DBvLAx|VfitTd0c`1X-Ef(7mLb`O}DF`6SN79adCN046>kdSE zc={LKF(EzU*Z!kLZ?NWroM#1W7wzwDHf-c&i;&Jf7}<<7MA^+%F5C}%r(yZiMcmE> zIiqG3v+E-jH~aynS?52}Ul8nCS|*c4XGkH*K_+lw7z&j{;$THmWV zw0-2HM67@7yY$VN9b==T+*NP5@H%#qLt_`BefOwV(MfN=5^No2{yfSVj)+xdysT}! zui7_1Jz4ohWc#r-6_JQqd}~l+$SJr{suqJ*ZDqKzIHEqGE)M6T#Q>+53{%)jgXDR9!>mln|8w`k4ibg9#_ ziziRR;0Gfs()d5EoXT*W<=Js&?T5jKf%8#q?KURzx68I?vEQq_aCk=Ffk4%;ho8FA z^bI#hcwIYW{Nw1;&zmLhk70YgM6PpNHbwZv)*e6FrDH12Y5D%=<`5&q=BV%;kB6>j z&)wuecpB~#YO^TN8GZG%^3{W22T(#L#Uw_%Lah)3Fo~Gnw<9^rZ}5ySv&y(=9+;?z zBLN(gTgy2Uz3)zTCtZq;^*$W=30eQtMB#ONksv+3uY?KNYRP;(5Z&FqfxW5Ls{q$p z4P=Bb9!Qt!IklhQl6cMAD{WJ=K$xF3Z}h_Y!ZU_r}a zbS2sGcXWqybi4Ex%YR0lSxb!!;C~sAkC$KpyU19u?spOzn(T09$z@Gaz!fd!I(|!p z3CFnpS|=av;Ey=2E+UkQcFs@D_v#L8`qH4be(Zx^bp)aJC+B7;1(*>TCd*)+#^|nbJkl^-gBAH zwqx5E;Z7KAF5wlrO{Hn+!>8D1YH|88Vru7#3dinxUQe2_B2d*ByY{GQ?jGrP%~G>L zpE)@z^n?!XWNXaOE3tKiHtU6pj5p9V=Op#pp=K@{3aWZP1t!c0yLTY|c5)^11{6<(M4BM;6& zQy3@!avmI(MP=GwW?>Y5#Z8()0oiAJo)h)5AACQW z7DOYh>?qv%gzK}!%LRn=ykP1PBbhrx@NqRPIe>GmT|zwf=<)+={+!F4W__6D_Cm3< zrvvnsc=$EV8fqeZ)=tIso*3WekDT_}L{-B}v>VeYskvaEzSM)JF`8F`m8A=k|zzQ~uA8(zi?na-}c=@lif zHjiub`_^Z*i+zIc zDKER?>i&V>lZy1()Xy<~RxE6(+uEPZkm`i{uCyHAap1h<9APn!D_Ue^lh5f@8#pvQ zSFbudIQK}ma`gQlkI%m&RnGD5^_w)pbSKvJ=_#f9)9}?K{j*&z4L#;O4ea7fX!n|P zu^1D=^BEs(kF-o(VLP%)F6@A`HrPqw0KdPI!)VVqit-mJhR~FJfKDgbr_!Jpl^g%OM*uF>3 z@m_$aZvD-D;fc4^^9>}L(}JbJJ<{<4I&$@zz-9?%z@TpQa@XREftcQ){f`}>?-_N@ z$sUWD)hSaQIxayD9F9$S+}M?Zkq5z9>>y~Dh35?=GEGc=A6T`LmWOwyDBoxtNImDo zgphObjL$KapERoCE!}x>9f^#sx^f3jAs-H-okP zsk*5Ka>8i%!THd**uYh=MJU{*v^dO@Nqc;HX4@7D9nFj=k%G?U4{{q3dIU?3qnj^1 zJ$c^i&JY?Sw3p{R{rj-uIr2KEI10=M=A*v86p^19S$M9i>KEo?9sADY&eY*UVO=p^ zb>l|zP)NLON-HTBpC@s+z3%`MnxiE{>2(msZr)le7dy2_=prB^8*j2}@$mLhQ ztCiVJIYUSlU53*<;V7xT(l4%kcuxZ9IPq&osDVbt{?%E-fNeTipEBkdLC>9tq*KAC zy^Zf(*j4-UVwCw6*EIR&^9N4F)~rt3Jgx0=Pqb1@I@{&IsqZxvZR3}DG0^(`nP-nC zWM98`$J2isKpE!dn4&l533r0MGoK$;ViTyka~0M0Qm|7frAo*4!4oa-mUC%)C+H8I zd_Xht6nw3-c0i#T`;Ja=TCYTQ^*HzQzu0!)#xlg?zUD@ZPgT;5#q(^f-D3g5%LQ|w zi&GcO(9C(NXdnG*HgsHV>D0yLd(T>i9wRaywF~%TK&R@qqNVL`Zs|R|?)%_>u=;w9 zd1|hmq?EJ#1C8fbf9Is@w!FD@{$gTp`wPaAit`l@j9h*dKWwVXD7<>!X!c1=r|H4# zQ&PP#8LHw{BYA6Q#KxACdk5x{WTvG=+Xjg8olm}oFI^A0*H7xs_}r3@r}Z`DyLLX1 zt}Tn#)iBM$#N{82;>%-~9DLpAE@{}DTHTJRl2szrKl?b4pYi&Y4HTS??=pNof~YK# z71C~aDTyud%<}&+wAR_Z-f-sKuP?9ST1BIf8-dm(@Gm7M8Nu`0Hp~WBzOwDjh*c8< zg}h%guct{;hP3IQ$P0U`xSKSNhtuYXO=)R%qrXD#-QDE*Qc)x8`b$8&c}&;e z-Q%}`;w_?@TkuWur+?)6z6%=dW3W+Um!`$D(oK;z&mJT{nrwXulLog{`wPpSSzN@Di5&U zS%m$Ly|!A?&N9gU4~#?-KPA-{=j#89@3LWodSM}a2fDYmQH_BJjp)02Qafn8X56)2 z@rsBVmtKz6b9B7rgU}SSR^79L$j6AewTEe8kv0?BofTr7(n}9^S-wc8HX3JKlT5tg zR3dujK~0z@BeAV)bNnHnf8?7#)}Z;Cqx7X$ZmFWvY00&iaLm>2fX80?`)a2H_cN-r z!xL?d+*9T>F+sZzA4`_n^j14tMDSE&JOL#P#!sNyJoo0G(4_far*RJ(sk|V%g7uZ8x_BE&UKF%4o9Y5nPYIKA$^BG=Gw(g z`~n-_w>v3b+G;i^6pW{2zerQ5nvhQqrh_Rw$r2+Krn*cbwDC|q=lGb%dJkr78#d%c;i)!ml0oo^yPD0sRK|QihM``1J^3zEVA<(3<5--sY;@?uL-T1x zoKNbT^i!tt&YZho$nL8cXL9w~2M4K!AXJ}M8Mnx!BHy@h<;T|*ZJT}`vsqWyU&(}Z zO_9!VXK|VO$-!mJy2K}TQtgk8dn^W@ZY9uH2~WIbKdH*zldlA)VC|1Z9x@n>G~ph< zW+fZ#vUYaf5Zq$5#cbhKy)K7#E;Gre0ej=BE$(ctM-bw&&2sysw)Iruhhoy5804LH zzv(J?xN8|V3F%RSJo$@}Z?W!p?UUQM_-^(`9@`eqCJ-hYOFR|4^o0wRr+(Fa4^i%%OG;4295*}M{M~G<&F(v4N!`L-gv@*6 zPdlIb^HxG{C8nJx=1;+=(DEHan>pTu1!+rnM5+O#HH^h5y*6Tud5oK>Jn65ej4F8Q z=GHBcIT`S|oF*A;Z_@R!F64+2Q3b{36BcM8eCS|tIc=54qWlM;tqb%QXTWLGph3ct zy&x#C`P6swqatq~43gjGfLjZ=Mv6uX0pT1WT1qSJ{KR8QbTDzbqBPa~R;Ya{mKo<)W6Z=Dhobt=@ zPmT7)e@~5ONQ9i(?5-Wa?5ck;&S^I%m@dbsTU?2ZEXt6X<=6-n6>K^t%7sZhPiojD zu=r@8CMNQ<@B4W3v2nk2`I#$a2`w7&1P>o>oxK%5^zyq12dQ4(*jX(jL_R;c`$;WP z`a+G{?jC3d#?i zt(M#O?6v+9`|RrPY_!|E0q3%pUk?~>E{KJJ7VhH(=cN2GdQ0t-95ab1xc9=9wWyB5 zLH+Qbn~Ed4${}xrhUH(r36);_C1AQ1BDT;XGkEL%vE8SLm!y8`oD@AjGmfzxBdOU^ z-WM6CU0Khw5Bog!+JL;rjh46zrpzDE$n7<17MMiT5f00?e5vjx|y3Y$Ke zM@OIT%IDvkAw-cZAt!R95o5CyoV7A%nGyNe-e!egR`+BD3$Je6gur~I_ z)0dHEb@^eMg~+(>2m+5~0V?sL^3&6y8sUbO=K^`((YuZ;6xg1Una0j4FG}7D#Kai* z%{-cLS<@@vi`5Q#kRY@q@HGGBfHE7erU$!u$}fN;j8{ zPvUO64>8zb+gFAr?0qNl@PV4o3k#4zM<`;`11@*1eNHS{k6^ry36RL=4@$>GO~9 zWN+Ir3*E|#v(Ji+F1LE^=_H+b44UKQFYcw+TBMW>eR49Vw0%y7+5Tig`U=JN=i=83 zw1hXuK;6Zi2Ctzc3ki+OY6)rd-vg^kPSw(r?UZ8fGNE!UhM&bJ$`#1GXHM<1!L^!t zc1GqC$vi*gT6qlS`z@}8XT3s64rE@l{C<@tx}AVQ9g=FWNeM~YEC!Dk+;nfmWJbuk z8?QEsEe+p!nn+sA6+3r%eeOuu*%W^cb^&9Elwquu2O+%lcmAZc7#V>&6A9jS_=Ebe zNQU4?CA(7JfJO$4D9{m|V!HM_nG@e4jrP*#HIT!TkD7qSgiv$`PM>$02$~cS3Vqqi z$`U@09hfi!J&%k6@x0QscKEWT?c)}S4p?vQce4g%6f6K&-2q;ZNan2o?GCUw9y>H) z)Nl|1Jx2Q&hbJUJ;N}%!2{Qn7ipSQp;}7|0lre|g_+d-cuha%LFLHTE2W;W>sUQlv zE}p2FJBRPXvsrp|7MLczQjOj>2OFyx%=@+0@vEIPE%?i?uyYc=?{d|hF*{V)O|FXX z{?2`I_W1#te(YnvbwevjZW;NipOI&te(_zd6XsFt(v)FB1$JSGKlM!%*R|(SpM`AZ zPav*Kp7?crN!;AW=E|(n!Y9OG;X@YHiH9MfCi1@PQys5M1a$&zc7}Z%w)5x1*LoV$ zDdn$A$|@cDt7F=HKeUYz$#e~C-vAzqr?w-F1;MXHzumFh*)wrQrbqth9Rtjthl+=d z(_R@~(Rn9mcFtnDt37Q007AoZgv?I*y`MqK9oOE|p1AARvn8Tc#WMTlGjB3i`yLE^kt%5$XBO6!1D<7xFh1?PZ(UlEz=U``x2>f! zp+rAzj|LBc@m)>au8wh4(-3OIT(Lnaoy$)4{ef+x61%N<@oNb-x`7jG-DxG$D-yBU zLgzcLf*bY}z2vek_k$wOci+DB#e!>2{iOYnF<89p2K663Ao8x$jt${$Fg10J;W)KlRFkw=0%GZ)T zb+jKxBOZV+ryNeXj%pBs1&AHCavH;;pcc`+M9oDq9PJz}V5>m7W66@Q9i9wxn=NOhwKv=^4!Rt0nWrzr8t^#Gce^}mO zOEy47*F}9d0_`{fW7R36j9}1^;y^gZ%S8wgO^GOo!bYmI#KTk+@Ncu;X2TjpDV#Cc z5xa=~;5BMEJ_o$StIyYh*vteuCTf83AcME84-vyzli&rObv#`GCaK`*x{}oZ9Y#2& zD`0q_>!_S?L~?`5E+UG|7K>*!2&Y;Q2`)b(gj3AJ@ZYBmpo3`8)3cOn#b-XeAMK}i z5T1>@fBVwtPvnSoQ<0tGqrglj#vesRVB$;c_9O7_XdY!Y z$9Tjfj~&fZoaClzVjv7tH4vqsx7pE*GJFiA@2^^kDG*q?G`&%h+pdDZt>8*&=l3fuNjY+cuWjxR?HR3TK7^gyvD5HV1E5aXKa; zCUHdQxKWE9QU5T)A*3_60g}_rZ4jY0l|dqz(O?oqK~$ij1S^_8ccg(bs*cQ_`6w0z zWxb^W#o05XJ1$$Y(Xa+`h6Ru|k<}ztLOjlDf%IY(9#iBZkPV{Qzi2IxGQLG477zP| za86xeHG}0`fp;9_#??$#XshjP&ZNd9L^2sZo0%lJ;M8sf1AxJApkP{5Y6AjFD0L)4 z#u%{+sKE$6k}Yt23nYSY8Z%IWV!VG5z!9;^@ZSGp~uzqxyvJT^MEFDbk!-7 z3^y7t-PQhjVfI0CF+^!6EtysOQ4Nr+D55%S6a;}vVT;wxg`wUyDC0jalG!OKw!qFs zbU1qVG{|6EREy{m8LpS`Snoy>I)VsY2w?@u07NIji5?+5Pt9so01bD!2v-!DW5ZPe zJQ{;_d6~5+K?+$EG(aiH5Xj0o`u9W7#&?dka*W`|Z{WfI(~uR_E5+#x494$$6pw%| zTRA@>LZ^eq%q^@+d zOXE3HFIMFgJ~CFO9im2<=ktH^1?E`T1QIjX6fmC&U6q!|jxGEsD?Py;0W zVSzG^pXg3PK*@-TOfa4aa*c|(3=~Z3aQYF8n$YJ^l0!A+k>NztP&W}$@G(TBS+dQZ z49i2cKzmS`k$^xJ0r?ng9T`9%_b8xX_$)*z3W z_L(q<(8i^pGV2h|4<7-jSexS!&^YV#qZ~HM$r|#L!-J3ofCu8}Sd{1jbud!D zJ_+Gvz{Z2hlJAZXiZpslB}4HiIkh{|6K+IEc#Rny&5YndZGdfocnIJgQAvq3 zr5rbaL^FwMQ>GkQnE=_UMkZ;?S!D38TH`|^bO^QOGnU`LZ;PA-6+WiVV=Z)IJXl`V~;W}*2|zljPF$;+VRD}YVfj%cm`;S4*XJE6fO zw1bsn@{J@S7sASE*Q19-eI-OP1#yjyf$%aqn&T;qw&Jm~WV51?g3S{kkS<55(M~By#K6gbh zF6DxPUIHIR4E6iQ_Cv=W#u^-y1GPIV$I1)rxuSb=Ti`s#wrZwuM1s{||% zFWtkk%(}51B$=EU0zBme;BJxP6Vn2F3ZIpjt*Uw5VZ@{rE(HxT+Bp{AuJ4MHhMT+!*NUx!TAV`l$4P7A=5sg$s7Xb-Xq<1XzsAgwsguC&5f8Te$bN)E@-tdrTXJ*!{zGlsu+2_OOQ@|B9B~>MWfB*mpz(3%83{U_r zk&=>;l3XGqBfEV05;-M=ijsnYlIbcP4TOyu%Ff2j%F4kd$is2t7AGq!?|r^ocZEbm zM4&tpGUE571%*ZKT}(o7`SN8-3Q9&QD#m-)S+C#w|NJ?x2WT%5$Poq-5!?U>X$gpE z3C^1VC`cy>!QT(??}vbph?sfgWL;>`FM%*K}iF>Zr>)Cu$6o8WpajVj7-coxp{c`_(ep;?u$!EDm+wF zQdUt_)6+LFG%_|ZwYIUfvv)u|MS6I8dHeYKg}e-X754fK`W+@VEu%Cpx%ZJXaEVOc+`3@xFK7Sn7z_UY#o2!`_TPMs0+d7qpz?@l0T{3w5$lw< z-&grfJrzMZDyDye5bJa07*Xm>b7FC*zVZxft6hq*y++6u`~Ina?6VwKjxn&$mW8+a zic{v8p_r~y#*}n^-c<;nLN~#DFAb3H*BZo0vkSaj&ey!^dDApHUOxbxM`w`XB&)~Gz2)}oV8AQas2Q~C8bHq@ruk>w@g)Iwz z>%}O6wTmYB|E&qcV+O08VYPy|lfwNLUF z-Vh|MY`$;4e}S-aRP0xpAm#@)k^IDA#8A3cx>h2v2t@N29_$CwzS&0Eui%P%ZBJr*Tc>88-2f81Ap))|KzlgG$aBSy$?OQUBM0 zI>nyDf0Fov7Pt>D8;!IC9c}bN>kFU{{q?;I=nD{~(HHd>vi!I6!d&2`AUSInN>c@& z{&nAfr24Nv@_{x{4!ZBfDDBd}mZuA9?_Y2Ki|Ai_!GU`DYpDNiRhging@Drh-$mY6 znghB|Tzwd*`~SoXCvDIn{>BS_keB}i2hDObsxFWJVkV)oPp%m!$lG#_TK6`{lbaH6wR;SxH+8g-VpHr}5WN{3Ey$Yrh<8MH26F)b z>MyH>5u5nGK79rCl>o7deBvGrYQa;CcTD;2e;!+8E$6RqFH6^^fdee(IY8Z=eR=^$ zON7K0fy)0C{(nB6==yqEL!7XQW?3juzxiO;(N4T&2tuxOk7|}9NzfDK?B*t*sw5g) zTrNg{abaCq+&KSY!h#HpWllE(|B=40r=um-5}R_%-~xYDvF@|K&)_tJonm^6^ypM` zc8iKf7wU5@G5V3Yy)prc9|ZLUnQ;7pwUu=((ffh@ksn~rlki{j7hTxlza5W3I{q{0 z;+b{Yst7dxUv(F@e1R9lHI$&7p#2{j=1=}5Vp+QGX%%STtPLQ9QfI}*Bj^#Tr3Jno zpvjVd;T8pIWaT+9lY0)l%z@+Qi_T75@ce=ElBaO=+&M7K|Lq(|6*~uF&H-lF|M*4N zW`Y(nt2({u4c%G2cD9Qkdn;HfY=0TL*Lx0x5?Fs~VJx)9UmdAiY=HeaI0vkiPjB|4 zdV*1tfAFn=CH*tuM#AU7WskI7YKxO|;2apnMO_mMaFQli7enov62-BBc809mj4wJp ztU5b|POC_p)hsk@t#hPH!23XGnG0x(o%#D``{j4uu6G=LUL+ccJqJt$S#uQ7LdLMo z1XEN`K@VQ)9B9#zeq=u}I)|Eso*G=E)_V@IDh9c`U3w0rJum8j9ey&{GJk7-cf9DA z(K&$5nC^`D3P-nsLdkAA!GJR2JVpGN@s}x!xp$_IiXiBWc%f?r0#D!UulvSxwxz|+ z*?*}cDPiSR;Ji{iZ;KtOQ9bh<=;^_WPfn{zt7bxvo}UA4ET^EqU_lL)p{6-;u*Egh zh49IJhIX@=uDv?VF~KQrz4S>3GGiD$y;S;IMiBDqHW;29kK+QI}AT`4dSdE2D>F+){!p*!5nV$%7GP7EXwq+7W% zBIBYBd;;AC3{hG$^EW`3$!_8PA7N`Nt@1bStn$y$Zjo%1&K4Kfn?UCy!OWpPLx3W1-_G~ zJd$Wkt!TG@^%-AVo6*q%7ss&^ae$-xup!>fy{xyc+!?j_sqZYy?HrIHai#THS#>b1 zh#31KoD2GrZWK#3&(BaJ*l&H*d^of_XLx8VZHL;>8#W3Cf?oJp&IK6Ebh;;sp!-(B zSdd;6n<+iZ=XU2QrAy~PZ|**0)B?4k*Wcm&ds+DYG`t_QySnF4Yn=@Gr01;c99Ub% zwuxo6J}ds#me8~KJ?hD8yybih7^)Cp0Fz2E>It2VUS%4qazE$3y)1+c*d%pY@tCN;K2rn#1fX>NaV5 zJEC(yE^Dm>j4HII%0_1&VFz7z_FsaoFWRX*vwnSeBVxeoXBh05N(+AzcO{qSkH-z2 z;o~Vc<*v zm}OEqkDug~?Vl9=iR#9zAAphUgVj0Ugm|A6Fm~XU7V9=NIa+Xg{tIB}&2g|DA!w$Y z_|yUAU=DH~;88bv4K;D*c!=03Wnb1X3Xxl=-)*}G*aN(!>4|OI0qO(PDeWY! zJKz74G~IVf>Kt6+K@87?1B{UGaaH0q*|GZvG^^_SBd{;0=RoTx|7^CbH&y&nM|aRkP0 zhjRd2#Qd3I<){fTXeOus*cyQHQH8gC7wjIM? zLbrSIN>QJGZLqc$?N5A?-N^TYO(}&GK0OC^uYu%$@3OT;E#{r(wy)oYn&gd3M8IdL zY?Vk$JP%WFP+CX-iuY+hQK7aQ=RkH{0ZY&6E;I?dDk>Ewlq;=Vm|H)%fw~fQ3+^n^IOZ&AP;OOqQN@;%%*k-ZwZ(ZR! z2cA{Ib{k=vpEbcCLVo`osDw$%R_RqES)69lu80YLhMgVDpN5h(A1_Pb`(dE6n42c? zL#yY&VCIetxG19@<+82~B$)i->3Q$N)nh)DwhE_G0@YL_(X9qua)kMw1KbHbr^(v% z_rIYHY%0Y*Zi#(!3Zfskqz>HR+~)p#C*p-#epH2N+Gnep2?UCqf!~2m=|IwBYw>m8 zT~yilIp7;pcFgR3$}_>iLBtlg$6tUs8oGU`yR~ev*MaGo^T=s4-SPCf7B!^B$$1X27TUwsl7-g>{N1hhQUuP6t8bai_zrH> zKo8fEN&6y6?5`3A=g-UnhB{d89p)RQ%ul#vj9-D>GI;C4w6X~hwaej8$naJ*>p%V| z&F_ie%TEHV_lrs;Uu{i%e#8;i=JZ-o^sDdZ;(AXDH}b_j(VrXIe*$7_F1`i@E&6E? zbCIE^j(P2Ox5xc;_|E}Ob+X7ksTVYp?b!05N3bZl}#Ss-rWDr$so2l%U=pSydNIfFr$+x{QWy4x9Zb!FA29YuV12aL8!= zutZU&3{-xH4P38(2fqv2PvuY8?iGQ!-*}|@m(`=by|%F}s3cymG+{=x&rFe$+^yqo zJE}3SD5}C1GzD<=0XOMIKZZpL$9y@Re5F))<=aqg% zc-UHYZ#jo7_#WRY-q#Hgmk!{Mqxg)ZC#Ds~H14x~e-s`PH7&}g^Cc`zsO?46W|5rZ zBYR@euMeU6kip_oXH(qxnKg7;nb&N`PaSjyP~Z;KJX0OY>7 zN14GwxVmmb6vDP1|jbSMW z8g-YoZe!d#$hBx1wVpj=jmnI`i>zG}Z>Maj>X<7{*$xcRGOy89{w)=BuzcoN%+A&y zyl(tkeix}B%Us;8oFWs_XLn74>}cbP^3}V;EpNrfEyJy&kjnAZT%&TR_4FQmh`FQB zD?zO)$B%8sH;DD9@|?6m;EIyf#XxY70z?b`%lIi6DeEYOymejV&`iRz zL7&nRwYO}cRxa@6M4}A84cdce!L)?*fX6q0_X)nJ(CyEg!0&9%#lrV0CKlEh4byEZRnBDpw(s~z*dW*EG2 zUu?v{Qj5!CD=!BpN}AL&l9*?u{8J{NoTOX)(2KfvlITw{+J>1VUy;5(*{M|UL204# zVC^oh2q#BXp4c;BATIKLu78@e+p_+uyh2PDk;LHU+U=fER_FnMH!$B7@Y#^g`D%MM z{9q1o`0l2dF9O_>+F>gb1o+WG1LfFFCz?Ce%9%(Hf8q|ut(&kl< zub@o6Mc#K~*&}Lx;gC~y=xIL(MgPSXH8OQZr9!WN(395IPSFsY;wz=ep zlI;hS=e)@#!hcEIDvZ4p(NZ2P-Z!Yk5+^rn?dQ+$b;}Pa$C_9%L>v2t2bE}j@a2^< zXR!Y#qp)VZD=M*PVu2|B_BlX^dNhuuQOmM1zU@v>l1=ZoQ4JlQ$gFoerHcTRZUEor%jA4Uui7vVdW$S zwz#qEs>VG$QX$^Q%yBQw189!F1k|*$fcw0HktfwQNY>3oGN#vyNBy_^A_~5==bF#x zdPVY?$^^D2v>XVA*vLPs>sEnjp9AJfFU()av&ePMhV;%BI9Ds){P|Stcb$iasOdxP zQng0js)A*{u$c#oRv!-k4PGbe>)nD9uPUQhUjm)PxgD{)zS;7rKKu;u=Cyo6qF z>#ztF{au)wo$qQ09`Y?kilbCOd6thNU|WLL-yj4!KyI{!`P1wu@wj=N45q=HxGZ$5 zcwz7t)_b%?N#%^+uFqo)wm}!u(5CjdGi^J)Q~=8OGiNbahxGE1T)NND!UCVrYPtQ< zuc$TuTQr9|dSDLavXxutq0Ts`&EH&Y+d=4F4U4#At$n29Uf4*(%uQ;Ik-;nOE`C#o zzMXPam;LGGaEv$5M=*qoN{(mlIpJ8aF=#`g5Ghx)^6&k^7Gt&%te zqSdt4sC*n=XI^P|%P`SZx@m8F4B8p@LNB|7Vxdr*X|(AmQh?II>lp#mnbm$F92Lsx zz@W^f=?<_i+(2dB$%n78<}Rf*dkIxCtEjZk$+}DJl4bF3v4yD6KfWrX5r~pp7;4h_ zK}^?z6f!%4p?+sS9`nV7QnOwB`L*vcg3}&5}*Co;|cIZyZ!OlDz(x`vu^KZPY;UJ+z4iyUZdS}V9ej^UF z6yJ3&_t%Q9p`Bp);mKN_7I**T!4Tz(p~mpE*ex@H-l75jW>|#g{%sA@do_v8Z{HCg z>X22aH}vmNKlFaJJ#NF4LOb9jGEi3${UL#Pc7XOV>g+?_tD_rn@^b;3s0gXG+M$A; zvolaeeS7@=!_P(hu9_)wKj_w?reUL!@&WVWibaRynUc|=z$!DfaeVpG{1)N&UB?A} z?TK4WFohNgaO{)(u(?!Kup^Xf}{VrsD9udDd06pimq#UG7_;6?clQ;+BktOH4w?oOT>Ky~q( z?(9RV$r?DjZ&$+>!u#b9up)t84qf*}>=Hw}1Q9h@5lZlf{nG&MhE|5(T?24xD zV#@AIwv-aFd!H;UckyfCpAj`6Jh0Z6?Cj75{Lfy%fX2Y0Gtp@Zw%rOlnbX@*1Rgwl zHvFW3LwYf>%@oo9jHMt2`qI)Md?p-6n1?IhsXDuQCw9)#I>q`J_u<~pbKnQbX_rYC zgh20vyRDq@90-DL<&G&7Tav|(Q&LLgA7Mp|1?}#Kt!ba`L6vgHnhZ5>-SfqS(B71L z5)u>Xb5QW2FZmX!l+V+j-~ZgRXd^q;(|%QOqBXmcQCXI{YxkA|Tsy;U7oK>@#~kcH zi2`N(bJ-zd?O%yc+M-s?863IF*gy$^@|Lm5KlKiDR{rpIF7?vdOApYcJzxzU$TUb+3eir!p8;STMq8X zCba!Nb#9s$>tZ381{C&)5Gh8R&5}msn%Q; zX+DQvkl)qQa-{h1G5qRj{%i?wbW0WRtI+J)S=@)GQWe zRpiQdE0&4DrXJ)F{a^&BwO#x+b~Hyb&wjx|SwA9Q*;(CVT}Ul0Bc!k={31+DY}v#F z-9RJCE2LQ*RL%icc;_{7iks)an}@`h-q~f0w&rlXu44_ee{#BFd8m$uK{&ui{oV#O zKMLzi;5D0}h5EG1JbkBdx#ml}%CC+D7k(N!f!?~(HE+@r$&fWog|nb+;IOiFe_U%H zOvb_4$Y1 znM2>(W(`kah@x`nhhU*jW8&4Zey;r7o8g+oC2uRoSM-In(q17(Lc47_UU9swd>|He zL|-m6|Vl zyP#^MXoFDw*6Y6fz&~F|D_NSZ$!$r)^wKtSXsFHKzCuZ|Ws7R%NYkzVQA{-JMi{%r zpHe9=RLQk1Cyz)HpLu_TnOZyCXIjdHDrMP8CAl9JSeM|p)$IHddMA!?l`hptR1L7>noQU$n=ru`6kfd@{Z~& zS*3()l_f-t6&deKD*&W82gCc3s;Rqy0g6o7ixa_ee>BK!`jVYkK@7=!<*~pi zI4d7=?*fk!qGlH>o=#>L-Y<#U`5T)SN2A#t7*G4s{G1)q70Q&{CK9Ox9SBCSB0qa+ zL_pwV#J-4)4pHgF?2+Y3Gl9@#kZiVGg61tnVTon+6fpXMF^*0>?TLzYnUeo<%`wg{ zkp^tSsPJA{TZq;3)3pnV0)N{j$nFMuUyzGOg5zF$A%s;`lL1$ey3qTee1t%pAWN+m z2sFU(`Wh5ZPX&ZB00H6?L;y7x-N}|Pk=XGQ+(HmVGGARB#MsJy8!NGHmhnQak9F$( z%L9kH`s6ZbMEPa$`(xC8B3iI4j*>odi_Q}4mew2I&Xs5ae7_T{z%nd5GtwaoPr9UqA3 zxj)wtp4?3*v)R89{SJ|d0|%8UX%~nj%lXcxH3qT=#M+N0rMh)Vh3gP5qBZ)p$o$ND z2^V5xRyEtPn-HL;4N~4+ZV#GQun+bdw<~YAvb-Gis)`n0&2o71V^G(BlvMY!iF!;e znso?MKugd_mH=%Iql#JABn@^TILhQnmTzBHmT{A#&g|y9$4AhxDn~6sx0k(`id2so z2aQ9j55zWGf`zF8W@mizr0=7j>o^dowm=ur&OS2ldJbK1Sq$cEywxiA<=**X#dMy;4Hx7v!x!9q%I!d zxR+?>k1}LDye}Ep)GYskKrxHw-O@lR38||l%Ml|7vm-YagcCPx_3%GpbQVW3A_O1V zt3I_HhzgXfFN(oFm}t{GzP>BURDvI**`bd>o9PjK)Mjz~5$OD@6}j`EuGb*$FzE9g z{qg`9`W_5pB!D)viZ)@3MbQ?;p6(m2!A9($vxamt%JSTCdjhcCF*89vH?5hHCBznU zN7$cR&idy-DfkaJ)N4Bywif!G18ZT#hdch<0*_5i*gt(2>wRA^#sh7kL&+OrT1+`p zsFZG<%%OxH%PU@^VDC+yNDvfzY8dV>J>RpFhua>NkF5?3%XM{Z7FI%x-+Eqh=J0#P zu@Q&hJb8C-CoOj7b74_#+kq%W)-3eaPgsFKXw);RHfR?2jHb_wPlBnIk#05Yj~MEM zNmQ%pE^7Oj5mj*&x(rghs=V5Ui>TiU_Fw&hY4gK{3k9766H%v^@+r3H;Lz3Ew`pLF zjBZECf($ZTC%rNezT2lN(f((*X`oGFuzfv4tHTJ#FIN#eykNz!2_>ypZM-3bSyu90 zO`fwp49&Vf8N3dgB3H(T8q&2%a)u`@XxqI$2h>Dpaj7&Cgb7(s6lc~i_x#Acb9$Kx zm6*?0v`p@M)-+p>ZiS|jxcYD!82mNDM~ zS+9h8`!LHb_c?pvDSHs$^rT;PF^fZXT$e8O2x3OI-;EGnLI}5tEkul%S!V%~7;$M` zg4Gt5Ffc}ovwCAw*IR@o+AIoqPkX)rQa~gX(;idy=}6Cw1h>622LgB5SnJJfXX&7{ zdR(LoFTuF3{X|4P&L&Dhj$$ZF5Ro1%o(={5ww>(=D=~v{T~1br_L0^hs&#AOcAJRa zmh8=>23@&6{eA_vf)_UJv1~a|llgnaK^h({ITOg%D#KT^5FYH)Hmf?B0|up&zBE(B zLim(lFVVN9aU>q{zN}SPwObqlZ1^L5+DsissuG$5S0B&<5#P_htfLULRYLuyv z9H~RcUe-)}AWH|9FhRNx7f5Lp4l)TUi?{10G(w1UMOanIKbHXcpuOEaGjER!GRjNX z`SgBCxU#P+w$Jv-+0#y+FypA~91qk)Y}L-^PF|+U)Vo92X;0GSNI2-rPhsqiC77fq zZcBXxrzK{Cycsi+1BaoXqUxL+@F&L5GxE=ETkKP)g8mHWG%wK8hv?K5hmHTt9!Alg z1CO%Bp=(`fOZ<&56#8k7e>|#~J$#S~x}_WXF6eiD;Q=yz##2eXe&whsP0*JlDZs3I zUncoJnJ1 zjT>f9Mbe(G3BS0wh*X-u{5YAH^Ol`1gh$2UIN|>v^6~{wN2UefCcr|fAy$EO5UYeNR&aH7IL3hl_|@(N{B@@oRwv>}&v&jgxFCr97dl!MEumo~n_+}!W>u!Gt2MbRLV>dOA< z*Q}@5Xx@6Zo+;jH<4H`jn493@RZ2?mxQ;nj+VNvalQuuH-60CB_>*p43qqgGGp?HH zhaE($VjeuP9-Q5BemP4754X>rdvXf0@mw{gxHc}^4|y+Y_3?ex3oopddC>jL*INe$ zYvO=~9QD!#{M_-%EV9or{2ATeAJhA@U!s=CLn!Y6> zpGw)-z>smnJEvS=AY&_A91t~r`=|;d5h)*;)OOfQcJFgop(0OWdUOsn^dZ;!E7(SI z^!j7te5gXQHwE<$k*kCVLz_-r#KZ4qWx#v-Z#{>`(tTWhM^kfyZmI2f0gGv32(PPs zXX)S0d1UxrOkf`yY`zp_~=(Ie}VgGhb*@&3yX>V(tM!Ri7{ z;xzMR?8z2*QwMF2`;zfVxl?G5p2d{&>@e+gPvzlDQ9pTH= zpbt~Z`01@k*_T{8>N&Gl<UJAWsKF!PT_B%9 zo@(GRV)T6w4=(+nfQnDuoD^_dRiGVKl_AH%|m{Kp2OrrgiFXry3tO40*)>JAf zzYbGvM#sJ?6PE$ww6W)@WB8LD*1ayT+CB=WsHZbyf0!Mt9aU{WSWp=Ae{8C5zixbd#2h$&DQ-;?BedIjL?Ex>YnIOQ5 zBVyYw6tYV!M0CWw6l3A?n{!FvnrRiso0m4U1L$XDYc*uAv14GRUKPBkA%)D5)d)w8 zjKY#KTIbBhfUKq>9ZgAdRy7$}jrkImEZeCMlH!2G+haD2Ncu ze~VLvHh~pNlqvV2n%r4yQL3c0_~K51plg+#ulLBn?(Hv=F>uCgy*LbKFL-5PwYN}~ zVb$$LZ;$_6?qwJz3aQEE+`1F>#E^kqf`4Ez7}?G8 zbAxzmO+{Q6yv$M?u))#z1MdrESCGVmC`jpigrj)~qGVPm`; zo$Yt^E*0DXuk&SVMP*gPH#1bNO^QD#nlg-M2b*Xp%G_t5a93PL3_Ov1*hTKC-;9AeZF;?=hb%oIyAKjI<2*I%YeZFyRncw=%CC=&xLDoX)Y>H9skAWVq-a>8%p$1 zyyIgzgH6E`XHuI{xxIx?>h?L&LN2sD{uvo>=HB1>`ADLzI$xgR3P3i7%bqRy;dn*S z#VemYl;r*u+3d1alzG3PNlPd9oWW>=U!*on%aJfEHaKK30nG;l#|NSB$?yU#yg*+o zpG3OVZWdHc16(}`P~-}r5Azbp@1_^CA?`hgqXBr=9mpuSFW;7eW0V}yiA3z)p#k2^ z1~5o4YdLg5fUmlAN(f$XD*{*4Az@p}2qYI)1h>LEye-#BZbFb6Bwb9IB398YaLgl9 z5zT6Prt#;4lGKi$a8HCTy&(&lzz|ufgsWuk$_|8(1WFJM7MOJ`km$VR!F`NCroN%g&Q?hEq(qYWpR?Q7Rf8G*mpQ+I^xI*_0QqF9}BF_X_)1_@;V0tcBb0V|F z#HN5!IA-2RLM}gca^%7I)3Lvt!iz46VSM9DJ~VMy;#m!DnDFUJ(KJTeF#79eXV3+UpM!lxq`sb| zDT*>qo^yU?7!IIl7!1a?=^Gv|GzeSe4x^?-b z=F*DeV;eWM2$hYbE(=9_K?MXuU}~lu1aDPpgZpe&@<^UmX4Z@G%yD47P~`3ONz%uJ zVb%fgJhsxLJyd=_2YKJKW{#(+sEbm;gO(9$-03|RQ6;Ce0Tajf5{ zC_f-TW9s2{1H-=oq-+Zv>szVbj0?7; z0gpomKM|VH(#yJ|ep_sPW>atKKqVDeU+MHCXsntZTYdC8vXs=e6ZO181NSnzTA_cQ z3w2$N-PX-XG;^JDD{<~|`oM#4WIDmOweDh+j0qZGKF=2`+?gXI+$_C=7UV~Us)leG zgM7l0354&}RV)L_$%R$rLT5#44zh7*z!i&DGs7{ygqp(lup%|P>4fp`-UYG+sUG5x zt4b>AB$=69$6yMe>!#V!B^3g`1Vb*Q>?hGBbQ!z_uPX#rv?$fg;K^nSfmd)yb#-t{ z9w~!pgQVyXD4W8V?>bzu0uz5)4dSd82)TyMeqR#LL)LeWrNwWmZcNP?L2X#IzmW-; z2gL4l(T+dX%}GSAZ1b#Ssq_+?GqF-M#grQAGKfD z(@cK7f}Gl$d{(8+&y6u@FC)_5Vc|o)usjyxk$vMbsRUV$-&*;j8oQUDG+vA4Pxniw z)^*lgmNcvjD-`0-_aL)hY(GQXu3v33W8W`2q{WMJB+oKBK6E(%ubQnI1bm?4^~$Hc zpCS)l>SkY&$Cn>gcD8)|5!-N55Vb<3^sZBqPJ8D=B%9A(=8fU1ctu&w`u24$g=4ES zyYF8ss%ceOZ_y|*S*$!=(|zeGpZ&D5(Z{>!aYiERN2cr;^x!WKsc(W-r62i5wi-Uy zZZjiB(w>vYBrm+JWm3Gj?QEQsl>r9jZr+T*J0mMqUeBa!(p<8A3b9&4x9`-e7lYZ! zR}weKrxq>w{P0nUmFbUqo_Q-mnZ*R6enAAatvN^rfL!7bI6!2S+Jm+5qipCbm_sDMm^atkEBtP28)WR4|E8j(%=1Po;?1z zr8_Q@{T{hv$Hyfn^`ahn7XNid%I8HXj{5oBV9anrjhURyYd|f%do3kCU*Kjf_W(ir z6hFF1u!k?WU9RVMD~aJw@L4^;ndWE3lk5@u?sGd@oTw0$rEg^85(^%5H0Vc+uR{Yx z>RSk0zxts`RWdW8eR^~e6dPtl4U8N+F@NA4cRIk^nk$)4!f9Lm9SE@q$rm~A^(j%c zYG9ThdMawqBd~C%wC*s(C>GqF*GS9_l)RJOkXu121zOj=oaH<)diK3L319KxPgCg_ zXK~G&;9!*ovLhosuGge;Onahnd5;_D^IyIAf+bLbYf|*8 z-(chPcMKH-c16<$Gqn?<2bxW-UN@K;52OYq5*cPFa4FvB^mDR&8ptPhRjyz;CRw}K z)E;IpH}R<&mY6C0YwsMOz^{kU+~Z#InnQ1Y^KR@n{-RDOtoS&`Y0E%1IOC#@sL%;6L z@=?#OuMx|vf%xF+FYis9Z20);IY+B=G~1BNn}?q~XMIY)^YINNe(uhHqX^LfcR@M? zhE7Fx6|Q|>1ZAiU!Lz3iFL8dty&g1I<=uafjK5c%P2KAoU*1{US<~y%s@8ifUZ_8> zN;Y7mm+pfDE7Z0T^Y(~admiHChO{D1C@fEntDAG!Hv(bF^6rVqu<1&sB z{nA!HI3kZ?iw-Jx%xx>yvt~$xedfqYi+kn`lf~yRE4w=lyboGKj45Yb=g<@O7O#8b zfSP790pBe!a?P~QZRb25iYXr>yZz2@sN!&)VYVSTnD9P7HmackmhIS>Di;>iz9$N2 zrvLigCZ;&!qi~qZc-vu}OJhdtQ6%Y%>fW-pop{4_Bk|?I#140464&G|V|Mw+AcGz@ z@nyIWU~56_-HIUlUB8;voyZXTp-%Wogh-n}H5(F_8q+afD9^N_D4=#@ktAv;i-Y~i zB?8O)_Nz{PNbU+(;Y|ku`D(a742J6v1fkX7@??Y2&0KxzgW-Ave8S)hA9A4(IwhHaaemuASf+e2FHLW;dN-xOht1aLe%x(Cd+K^t z_Lm0j(vtE&=%V}v!Zhy+4sW63dl{UZW_(H83?!Bio{Sor?^c>}Ac{8a3MI>Mi*_`2 z0s28%N8+0e_?`!OYk|4pL$8}!j$FyVo^f*smP*HrDvEk*#T3ljT9Myfd*0{D^=i1a`mx?*fp+D% zt1*q0qTag+K6!SV@ZUArf@#D)!awElOPr!M@rxy)t#jhCZ*|zjYw>5nx%eHMU&9NR zuf?OMQQsm_lJbfhZInk$3;ak-H$c~$kNR{is6NB#QtafY^& zntXUfj5~_0`txr_nZ93?UffX1$;G3T=2U1k5bHXrqi858vwzu`f?&z9;7Hw5B1hWY z*9L2I%-k`J_!e1hFP?a6h`O^a?t9xAe8a(n`0bu9|E(b#!5pK}KAJr4%oBodM_DTE z2O3~qy=z)ZxRB}3PSXZz!A&G?xCd(-R6a5VzSMLJR>&W681TE)I$3dFT=ae8z#}%- z?qb|w;dhHUWO@2bCA4XWW)Imq`G*kJnvPMZ(~ADX4&Ib^j!>+XoQ`VJMil+n5iotM zijeGJ;s{Bx`$ng@^`)X3{fGqF@A`Bn>DIiF}vv@%g()!^JYP{CC2gW|;d$-Y3C z1pYFqK(;8Iw3!mAo1yZTN8?j^pNx9J74Bcdm$D zqc*7fsz+Fo3!FjY#Ry>*>&>ao)C@C1$PIBA46rMH21zs`Pe0fBA9r$L6=di<)+Lufa2`tm5L& zCW&Q2TzfnPJkx5tU8)a|O4PjE;lF@byZFf6OC%6GjL0iCUM%EWE&(5c&w&7OIRlf$ za3vkwV3P*DRb@bUCmtY* zxHcrB@t)G@9z&xmpM9^A!hX~DXrs8+RJZ~}&6IyfB8G|5KdIF}oWo!=b5vL1Tbe`= zW>a}}IZ{4e@Y)seO!6$+%Ri4sP40F|s@VpOk`gq_Yp_2vez}H#!*XlcjLw$z?z(wE z8izH%z4QiDLGx0t!@9+v2X%4x*SvV}CNcO`s|2R>+ftVd`kltk%$xJh0m3fQMu%?Q z)2)8j9FnY4O$Lhi0z3DJlPcJH`ka2uODk^yx)mz-%88pXjK00|s1avJHP}@X)nJ@j zSYIp3)SH5h^&aF%BV4a9c3{GTC>up0`j)-Kk%L`-s|MDP0&V}*@-?W9$K@pZLyOhe zz57zb&-GLUe%dS!B)@UK(LQ#ErwS}+M~OT0_@(87i=ISqbFgno2=ke5?l|TYdbpK$ zRktfVk8KN`qE7BsOw*Pu7~E8FdzO}oQaoT}S&jaOv%S4+(vc#&hflk=MG-hz!aBba z#o{=5{%fYACQbmwuSiQ5s1FU`Tg7zaWn+K8yLPe)UVWjhDCt&+Y7DyErmJa68z}h> z@g<2s8m}K{mBac68ewl{@&I@BftcSbU=XbhsiE{r^J5LQh}Ti>7jZaX#=NcVZF3Ur zI<5z=dE36uQ9$e~jmMM`tRRh~mv&NBkFDYgM^N*LpMQ(XhCOske4Wo%>QkZ7%3!QT zHha3NHKbbs*rK05gW*bVR9~&c(QALqV-di7CD_f*Yk9_JWq%XF9+lyfiW_-RGuOUe zMf&x*sa$dwzWyP~A^MfHjkCC@yT1yb{_8nRaI?qfqhd2^Z9AT{EQXS}4W)dDo6EC~ zrTmF_^=hnKHz9v+hjsmImfhq^%&3sg53a;|;H>|T*?QN&kOpO;3LC@&8hVX_x%Sof z?Ra%LI1*pH2a_Ky5q_sC!IOuDr0X)q+T&uu_btQ0lOaHIKdS}kRlIxkT|AojCZr}K zF3^cLhXf0u)PO5dar3=4as+90OaV zqchtj`lD`skIh}1MV?J;5^0V^ZFF&u>GEV#NzC>;76j25Jqi-A_@(!N;T>8^x0*r)EORpv2UnFp3h$s`Uo8gT=B+nm4gB?u|G}35 nPhCcX>ufPCki%hh=IW(-X0OhV#!=kS$qBZ1;;9H>=Oh0QP;i-O literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_34.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_34.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a29ba6a42cd26098e6a44ba791477412d2a3abf GIT binary patch literal 13158 zcmbVy2|Sc-+xInN-=dmiCyJS5pG0Dmd&a)ZD3z#gq8Xu(Brzl{lbyn(OlHPXsR&Vt zM6?KF%MxV`*>}dwcTU~!^E~hS{eIu?`@Z42=9=?5&f`3m|FN9c4EHPdJ0xX;v&KO% z7zDwhOw!U{yuF3v_6jsOhiOPTufX>LPAD=o5D8z|K}IC3fd?PGlxg= z!BipmMi}2l7`Fye2676(e!rl9UNATxzkr~Su!yJ_ASjW7;4nTuI6t3&06#yV4hQ!k z{*3~gw(0E`+>HNQNHqYVAC>e#SnWXJ+bx9V>Fov{fmcLCrMJq+%I#3sK%#b{cN^|8 zGTv+P7Zzt}Wo_ep@Q};lBS&35PkDKtCX#%D&IexzxfpsW`fALz>o;yvl2cM|-$_f) zpk~t<%$(f3{D(!)i%Uvhl$F1%epgfbzOMemM^;N~TYJaX&aNN*1A{}uBR@ySW@hK+ z7Z#V6S5|p?!63drYJu|~#r}t08-ZSMettfFA)a0^cnCQ7Hu4K>(-YjZA20NGz-Cqb zC}G5bqz8p>Mbr!k(_1_On?jpv;RBAuKa&#_AkZ$tydQ$&Ibd|OYudwq6E7P zTf32+4&Nq@fIgc{Js-cV%TM043h>c{l|r&)4xctJYh=Xih(eO zt*?lk=2BoHPr69n%I>LP!BW<54I;O78jl)q^t0tr zOH8Et<}b4Rvins!aUZjI_qHtJi*h>w1A%bfJ$&h{s1siDJKqCCx{0nKJ6#M3zS-Xo z1M4A#i)#sLn01pJ4?ZvjuqBRib|TzC_CO#PVW zQ~+rfz>PM)JhIyvSRY^punI5s%l^KG>cS&kc2H)`vi(g@>~#J`{{(#ekLu?EIEdXY`(EyQ2^}A>M1ZE23*;E-~V6M z0E#u2=Kfak<9|-^%V$^m{F&|dNC_AVV6n@vEkQd$8$b|57mwq_zghmd^8EB~DVm3x z&uIcg906d~7P2miyRD6^4GNM>y#@5Vi|~j)Ikc@4@No8sbspY8kOZ7_Yh~!^#x^|P z9H~`D4vR^Jp1%(+<%z>$Ti8IELLj!;-$$MfH4nAL75mZCcew!3$G!kae3st1644qO zeA-JMH5WtaJyD{O=29wZi2nj^04}aT4CCtB6WS@C9vwr@jsluD?tp~-(osA9T;btQ zjM=e1p8rS0wp<2d1-wZLKRliSJzZYEG{l1i0Fr{wc=3R9khd(4y!o?$Bar+L^}mM! zigN!<QBYOwp5`yQ*KeqoZ7Bs{0iU+QOF<&J$4exC@bk}* z=zrjims^hg&P6;H|2Xb2Ul78h{KWE+y(idf$GK2niY0rOq7EngDS7I{lZaF2XYaWn zYXd8%pPhfYvRJ`|D%GidQpJU=_T}|$Txh)c^Q&8_<9ayFB+SP1P5Qf@Hoi#3ywBi5 zV#*F&h<4!t7mDa$6Nla3CH@M)X~uG)nA^EatOcF5#VqzAp?;UF`{)MSnZLMDf8Gd> zXvUf{Am4AFF64jrVz@r^kPA&eml~1VT{XYsEhn{npeN$<IJcFuO9U{NaDozLt&*%m;Qe0?L z!P^z|qZG~@jDxOSPP{r)+`-opg87(0Qu^_$^P5M?ma2xCO)kpiB?r0CCBw60sKU#C zmASx=UHlgQmtF1(^?1A5;;wmdJZ0`t!i~d$n^bT7WwIqbWpnuzyDNd=<5Jh_4x*!i5q%=jq*l`6p0KB@rHFmdhDRjo(H$PjVsB zd!glazmXa(g1^>-S)shxO&ER4QOB;j@|`KCbAZZskFm{LJw$i>mAQf0-{m+Muu5>d ze4ur({+dj`?11l4%p<_MtH$)!WP%M4R#yqr&VNi)bI;Oe&8&4XWv2Dnfe9Of3|0Lw zeVuvLw9*^v*QutOe)4B-M)&W!EHd92-YG*?B^Mk8u(+Pfg&Jd~1_3Mx`AUO(?G^oz z-EKFRum9ccP=Q&h<3d{;l%?i>1^u0Odi^UGT7DV9GOhj9+3v^a(!8TAg>Kvh*^%_FC zsb$2yw*E`>NxIibE>uloaG{p7Yv0Ln#+SVqhJmwB+c4Gf!9B*Z<)CbPlB-Y9fwZT& z&>M-J%dc=+(dRyz+IeT~oz!;m1(o+GdHVLx%DFWzl-S2cD(!5xuImB*ja;(dT5VZ~6~^ znnu@t+r{n^E6caQQb8)uCP0?idgt>w^&45{{b>^*EE+-hzKJnA`Rp#r(3!n_vnqJ| zTFVPjZT@2@!-KDC8F9>sFHJGw(Y-@2b6 z9^jC0c!uwDq2To}xVcy2X{8a$Y(%cvh@qw#g+zXvlFa2%z9X7>{_b{nXFCdx72~HNtPjOT+gLH6Y77zDAyYE;|s} z_rtPvsK@wd+Y}kc9^F$}IpTJ%vfX_{cY1kG`9=)CLU65>|H6Yi2GuYwltTa*aZU>e zeEztH!-ejtk1SyB1@w;`EpJQ<5uNaen|=9xz?2I~ez}(79($_KVmaEfmC1fvzjp81 z;=(#9$6|c7Lv46G;^c`^)ONvsLpA;YcAlEsb}qzN$DE&k!_*nxVA(T%xqX5D`K+^B zwtBf*(RzV1WO!8g`$+B(;ql(0@bUT+O0T%k1Ns<&b8_&s{p(du@heagT!*#Q+c#G4 zqL?{V)oz%qoHF#0=-n1nQzZG=22+5^w_S-&x)(7;Zjb9b@ughlW#{eNPcy`QlqELJ zWyaTycXTBxhR)m^hE{8$xsdli+}+E_Dc0a{yOmQ`ptLrscKGDoSW?vedySVuQXX&G z-xg?+u!FdoTA6Mv+wQMC$O1=)#&*}Mx)0nPJZi55$lb3z(Vm$&F7dXNAqy-h!a?tn zpHxUFZ}UGfOYAW{la$(>F~b{h!6w%W z4c{9+(;!m`k3Xee;?ed#Tky{LKAYsgQaa-KJJ)*f{418 z6yH10o3yKBU!>00p!yZb`BnUa&XmwL)+DAE{VHK8F0jw*Rr0nK z=0qN6*sS8UDR1VtUu_M?y2hmDq@U{6Va5|?Q4OSH?qd(#8uDHt-+#-O{Sr1vTk6kh ztgdIQM<1%9h;?x zJdZfkC@Fm=bGXehM^1Y|QuTYI_WR_1y+I2%CMZKI3>p z&8_r4%`;zfrG@-s=Zsh)p%&T~J3${ivr;L!ysf_B*E%Ug`O?UVS~E3#IW0;s;FHS8 zed9&W!AJcG8>Jl6{NC2-zelc8IcMK-gaZv8^z_dAlNTQe?6c?(MHE@`!QSqi$yBPy zAMM9%LTYIh?=a`gKEc?SZDXhB@B) z_Q~??^r*pUn30#!mjHGg<{>$3b?sf!J*Ab(Zg!kb24)@2ev~CQa`VR8otj12yu&rr z`CF-X>L+D|F4D)cdO2^VL39rHT>7wrA8`Zc!@6%&X11lA4AcLr0gXg0uTkWW&gib( zn@GDKsXS`gMt%*rTV@4~YYf?Fyj&oEEI-)(+NSfwx7bZ0vxAtAOu4k1VtHGo{8hfA z1M|+- z*Nx(jV>Yg%)NTv)=Prb>e;Lbmh<)NhE2A3gvp(3$R`V*Vli9Vh*2)=aYvFOyq{zjFbIN`*h-lSS zyGu8iTu3xoY)a~O-{N3E{k!Xm8%z^?nATj#KzUoAgySJDbbl`5G}{N;7VI?|V62jA8}xW1GgsB~qw-w95HKW3^Fl+?hn z)n{BN?IstJ_FO-6Wvkf^0=eI7^IE6{8yN=r%E#$*TRQkAvGWTjeNurtQs-fhefs8R zbcV_AGk3=wHeR!M z`Wic0ak|^cBR@vTr6rClE95V)S;ns&b#Zc6A3lZ+3kV6Oe4epP|G8T>%4vh0SajyR z(PD1y1%=!^vj14t+%$Qc?Rt4WsOlfsF`<_%`vtvEx9Ma)*`Rhqd~j{1H&<%;`bjv4 zoq2NeCUV?X+p<74*89r*C@!R|yxb4!q4IR14|#4DGZh2uI=As`zq4G{#IZ!1=;H3! z1W$bW<>SYEdL7nh3nO>(K-Q}5(wX&F~z$o zM<)9?9LX8_ZGp~4^2xpt89Q>NwZ`=l!54RQXB3-@V#~+&FFv`xcHk3-tOE8l(QKcB z$#PG>TsL>i0EPY?g9qN$YeZ$9A8EgqeAo-8pPB0Mq%*!(?zM?-vp8fn0~9+n-S+j| z(f;wq&*bVN$+(ekH7TC!HQ+{}U;pw@J$3P7==WlCF0`|;%Xu<*U!`=(Ai3jniE>OZ zKNcPqVUTG+j&XP+U*Uua-(b0B&)HI*!-Yg0JqDhi@d>CLvW;C!L002z=_OZ- zJVM*Y9o_e~X^XG&`$w24wxxo=o!Q=_f)OWnr(u|KB0d4p)gda%^EVv7joj~CT*}qC zrn5CFNJ{952v8&I=(8Cd#lo$#QNO;$ylgvw-@6ZvL230k#J3s=Y)Z!Vjt8{G?vG>D$Ex{My-96zkKp1`TV*q2W? zd`)tU-7QAeS)R;(4|bLk>za&`X_u7np_K@|P-;MWwbg^WYE6Z^eVoD+p3_~F6Ro-`c);;#g$`TI*Kv<#bjKjrx^{R2HB+B#uGupd{@!x#@%Yo2y$=Vw zmT!FesewB&Sckc7DvUpy-|*qb->S5=(_*TXt53>|>s+0G1ZyApcAq?&#f6UNR4kJR zj(MHcmOu8I+$f(c!j|_73TZdfU^P_?-`ls7u64)M^qho6{+5@g?R0~8Ue>?Gg@ z&$ir|+NVi12_oIGWX8u!3-Hv7t}xcHO?v4o zWr^o(i3%II`zkEt?60F~f%l4TS|FFcpI>d)N~@9QLaA;q^`Jl}$niU-I*!j7WbCWn zHHLqI-lWfhz0=~ynp#xGMV0j*Uq@QH3RPwXH_*^f;iNL(YTM1%C;7z}7q7TfRc+#g z=K(3yrzfJtmG^K~0mPhzuAQF_+}AV5jwoAPd??mmCwlEjLH{nZ@s9^bn&5&yRWpdk zbm@0VZ$H#Z@6SKO+4v2!Rz&VQIN$WxIoo(Zp~SOy>}A}ymyd;heNi@PI+bY9oxA(~ z%cnQAitI*pW$QH?xzLk)i9W%emPJC_HbfLF%GEE#RhZ2@@xAzd_1jEH?hv^`iM)Qu zUq_MT|JLg$-NWEYIpT4&vwN|LAS845n#5A0Qy{7i+tN)sbIvBYYEmt8}-r=u<#}0|okkEbTd&r~m>{}|xxUCKZ;Zi6%>6(9;T1QXo zquefJ)zygY)aO(%dkguwZ;@kX%dWui<+^zU*}GG`|C{k6V>j4@A5?G89jDVUIJdNUT;rSOdmJZJ{0ayO7 zS>KdzBVjlQ3M1gn#i$0>SiK`|%~U&b$`>ALHkT~+uWX&;A4~{P@!obPT-h$ z{VkWg?}PAmT*U`?#XE=VKT5M07P+P=?kg5r`w|UTWEMPdl0Uj$D;YCxq$tE@$e1|j zqwHJ14W)2a(Zyj`0v%>9n8we&1KUUcO^(ldeD2H|Y?9F)I^pZd45VJaR$NooojW$Q z{o?rUa+k)Y&2Fgj)ag?}3!Zj!j4vTCMx1`Woi{-Z%RCITuXJ~y{an&B^SrO_Ws1L{ z!ci^uJ^R|xv&{9(Rww_pk7@ReZ(z0O9{;M_p0dE`@i`={RcUb4yX>Z>P2*s~k>@in zV$XlA@pQcwERiz8{zaCSee&c}e;Z41Z+zBi70%|fYT9P6o}VzAM8A53l~=fZ=H=bm z%eNDl3AGbjoH_d@Z9R>|(;GW>-wvOVd?$D1(_*9Kd(KJuZ;V(2a@BQA!R7Tg)FW*& znz`p2kF=I3^Yv{doICibP4#YeLB_5+e*nzueM9)ClcHg`D6 z-^`tE;E*#|q0*PLCXg2r0NTU9;$hn{5(RXH(r!!Ldz+sxSKqkpjhGV&09)r#FG_t?nE~&#mXhUcNn(PrUF`ylvKDt>Wfrr_tKU_!}NG zQZBK5eOze6`QefMGRi*Xp6lOVlXu>iaI`84+EGd;ZyuQX%O+)2bg-1_gbFjdfEp;& z39TF-ykvN9M$UexU6;?{HEaGy4-*~p6+vG*xX&_w|6`xozIRe_!zN78D8!3Ae3eH2 z(qkI3*0pIQHS^xr9y#402RdTY9z=jG#V)LgzkMmCtMue;`c&ja48EzYeyTuQ%#iNm zmGrVfwu`(i(y_uDzuY8PO_E;PZkUyqGsiLxEXZ=$%Q+;TG)DDI{<*9$bv!GbQ*yWV zcuBjCmSAhzCGv&+W#olC_(bJRZBMUnYUHZ&x_(WZscZX4!0kYpq3aT0V+{Ah`pXoT zy3{7jAiXg3Lr%@lvDp7Nz1!L8+ z@9kB8`%hk9FH&Y7I_miR>h?3@@(P;f_9ij$%mbgK1v*kYKWM5LvyE$axjcLAQzWUI zmFjP5Y7h@S@z{RfT*k-c2&T_3ceZv@!IyxMBW3&wkH^RF58sN3e^6|D8Y_0ycc@T> z9piG>f!alQcKpi*{X9e=yKYOAL_;fKQk^fpdI;hK2b#KG>4a`a$L5x}??SbA>JBYCO5}Z08T~>`#-_zi+LQ+@ufm+b)7SKCc3*LL;CBsi#>t+F{srR zF7#u2c_TYCcYXd$a`_Abb$tz~v7V90g?6z+9D~jjQ?*xN^kImU1DKe{QcOCyAvjRqc763t_h{8{uZxTbM79UhS1Ked+0 zg?`Pu$HbS7cW}-fyf_%EEqmLzZ`6v~%cvPX>?%=ida z)oOSuc_x_P?lXE*^rxkVCj|Ds*sn(>-#@>2DjE0E%<1H#NIH9tQ2Nw}KXi741J`U+ zc72oFQ^nG`V`U^Pq&CgubXV>Y>)9mav}Hf%pg@8-r#)5S=FmVPQ|?jGU{5_`aU|hm znMV7duhbGWkkzZfg*G}F7G4Uvb)BzesBxAidB6|nl7b3RuhQ?ikIM3UnRF<5__R1o z{z$xJMB7MTR|ie%g??*+luh??yXl@ zcna_%!U>M21k2F)YmIa&WD(^wK0kS6gM2>Z$EcM>``1G9Bt6@gX$6o9V$6;(0H&Cu zJ?=z`vlLh?DI(06(Ez^Jg%IWRk{ys1BGo%`YkYA933N!1Y6=)dLw8ArEzfa8*ejA@ z=AR3DdHcPwO?(%ci(8&g*iug#kml*6+*7Og1_-^4*=?KUBN&c^>DgYv>Y#(H_`7XO z<4Nbj0S98YZNeqPCb%En--I>L8~0`&N=JBHc{3jq(1(D^=tGR|DO}&BliFBWS361G zzd5*+WmGMI{~W#-_%df=f23mBCBmsogoxq@c;wb|j0S`gjB0>GvXN5W6pZL`q)e)J z8oGS734W@%L3?aZm=in*cZ_w9O6aXl6#qmR$`1_BYcxf|U}s(RTgw-jgNro5$^PWK zSY1VHdnN+NUv8oS~kAhF%jkTMn4ZqN~o)sjesp z-<2|x9VwmaOr#0nsb|gRgUmP3DWnES4myskV$kPk0{v+e8zk)FJmdRfc5FBi8eqkW z>MhWfQlS8>3|*=C_ZtH8j$KF65l{xYoR0A9jg+Dq0Bh+Yp$2u*IV771GnfD!C`lg) zjkGM#)nh5(YB+`JMsZ89Ik`u|vSHi-e2)?-e{F#-G49xd+9PRWzK66xCoSZTbfuuH z{67PKy}-YWlrLuaq1mh;E5Ql0FZ07Z&&R}WOCb4_9e-Vg4D+2wicoK)s9EaCRebcQ zxd7tiS~CSgk>%{aHE+_6yD^yMoR_}6?gZ8Z9hw-Jc1XyYr zGy7hojVm4thuKo~a7c*BsA3|nX>FsUy(2dzr%^2I4md|v(O|&3)f7Ejiun#Lne0eW zJ**a_fTy5{FeH;f<4ds7N9mdZ-@<~d%Low&^8I4y7sbGyo*7IN(87^uVXP*2GFCmv z(yY}ZQk>9?1Hi*c?2UEe3$Ppk?FiJRM|BIsn~PBFobxZz1p8yd2+igqKt@&*U%-^* zki$S%3dRP~Mbbk`ESnG#Y0nNaLR?W@y5SdrrRSeAF%IT{~4R?^3=xd8-IMy)~Rt?sHjfs(L&5B{*g8WCC!vDO#jLTiGyyur1{DdSH3)}-QVA?4fc;t- zMlFQwzjN1?3b_iXhZAYg{m@a{dB(mbqj7UFtV(vIA}+uhM0OA^2=IW%vQBp;R7dhz zUP98~ls^YQGdl$!xSl~bYt3kYP~g18Ks$@w!jX!d;KLLf8_2Ccmc`ovA+saJo2f_| zANo`?7LsK)?AQUBn9Vz5wN$oJ!1hR2G3%1Sls$l`VuN4`IwQME2f#c9O_Mf)h9gBC zOm}`f;%=q?tkiUw6D)7uT)JJr@c~VE4i{0P?`M%r>6;R7D|<>XE0Y!hrCv(#{6T?LZH z4}wlkkO(7YQy^Cq68LI|j?#Q;6$+W1C`?3T#b^r^=!&}9prF^QPB@aDjS&qBsMXrG zFm7XDE}($NLI`il-U~DV8B$W10l%L6HfJaIvQ}oOs9xEuDf`sV&i%gk@ z^Q#Jr`Vu)t^z@LOfh1Gt?JdVwsh6LbnOaq?`>a=9_xDo!Y$7z`9^k$6g3;d-_A6`2 zB=^4CQN{giY>?xE-Nsa>POP=GLD(+nck}CG*D}zltUYe!sv+m50MAdvRGy z^?CQd$Va+Zy^#EvfBa0d>z#O$(|u###a+;=3-eWZX(vHtrR*}WnLAK?)qg8aVe#^w z*~cgr@<`0R?RB)>{K+4-eR`$0v|AC)|CL#*P9j2#FGvu;=nT3sbJSeK61~Y3WneCd zY(x~de4z2E-%GJqws8aTfmKApi1Y#kgtrRljj9E4g9j;x5JiRbtVn$}7F5W>exzhC z1@cGMvF>4YV##vh3Y6Y6X=I7N+Z`2}v6-F>jb5PWvA;%G`mYT}Y z_ZT@>VcT(;;B6m7m*<~=pV&Cue}6z`Q$^hQsfS7$DndlP*#AgFp|!k@m>hoYa)F zV-ey>P&qA@MHp<6D$c$eZENMRjs)SrJKUPBZOsL=RG2ir89MNWAQCt<$XtS!;A0Ge z9KU}Rm?d+b&P1F7MV2)j>mBO^A8e+AA{T^J2i7kp5Srjo*c~Vu9~C)LqU;KxP&i(f zK>!tn3K5X~@jNryQZb^C9o{Cu(iO6CNFB2QF8;8POOS)ky6QP7G_xY*8?;G8Bbp$q zKW!8XsXHM1V?{wlgr_OBrXy0JT#!X#ouyL2hEva6#C*F#e0D6pflo)98R#kOCLS_{ zFD^1#VR$a=KD--k6jX9UX*f|pfm*&Oa^qu++PKyE@h8nAKe1ckxzL=mR$6BHVYgL2 zN5icaoFm4o;;lO3g_*_vx!Dog&txd*LI0JJAUpZZAK9lMS8BpAQr(0J) zZ6c)6o08N)bz^x)A|eiYP(TJEp#scBu!4Uai2|8Lu(`n`%F2qypPleNR*qlC$MJnU z$c#+cMLN_RkCe$!O7#XtgZP`5LD`Kw)tmyHFM`zuIVn3;@{*qUrgy<;p{2l$6J0MA z_tcuX-k78hto@`>hmnl7swsNw_m^DAIrtT(`d~i$p+`-;fbdQ;YZbRaHXz*Kcaka4g&^COialujNySW7Kd4yy z1Bmr-io?A;*#1TzlpghXDnwurS|Bu@VgtF_Aip=ks7N}+Ts_EonKhi4NQ7AnZ)toKzzJsHpopp% zwWbNs)(EF52B0#+DG|vLKc$G$XrM%HNeVV76E-G^hZ&4Mgm@k zAvy(Ft1FJj5y!3eR&l$vW*m_L?@zu%@c=)vbFN}E@F^}gFSig!t%Sl!L3V=+ zxuTGShO3*?MNkYpfHRB5L7(f0c77)IG7X-bIAcDkDQV-U4fNR7ph!fgx|tIZyj@MS zC=V&X=5{%xYzt|>VAKXdY7huKmP{s#MF5(U zBta|WYGG?@F3zk|1nu;Ic`ZcQ+YFu+ALx&jLxP?IF)$CXGKhCDLU%z95;DC07W|Hu z1RzH_fC|D%KzsPlGe^ppz&#mEI{YpLl0Xoe_)sKdgE$`=Z+pOehmNa_YsfPZTP)%( zuSIw!fB>l|QOwpFw134Qkg5DSKddgX2Ai!y#3{#%(`o&YJ;za?#ex4#b!#E!z(HyU zTR`jm{S;48gZ*?wqybizF$_A7G(=011uV!0g=FT%GzcN^b{-zU2zKy0lmkQ<3HhEl zoW~2*MCsUO^Bj0QsR{;yNkUu*&x&ofa)H^9V9W+SDLIK9CIt|jV#jKN;XrspCs{!t zU=W0v9)f366JOZ^Llwk3ipa=;QAqV@PH|S8%H{%Xlre(V1fy8k;!u&9EW$j!0QNVM RG3bO6hyf*t3LoKi{x6ezv5o)$ literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_35.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_35.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d14190a33e3774158889c0b4b26bb2b1dc8b7c5e GIT binary patch literal 15051 zcmbWdc|4Tw_dkA*H6*Da`zXZ_3Pbi$z3jw{P*S$C6WOxPNLt3e3n4?cv>Zy7CIrU9!g7%9AP+k`kL+=Q>P@Px~T#yvYAa^Xz_7q)l#q@3-Ydn~Nn$9Q=8PKk;k#U)Vk3g;A+ zlrR3Hsim!>t7mfA)Xe6IeEv1;|78~^u#1j?fu4bxW*3ak54`C)85obtFdaFMVYcx+dO|kz z0Q^GSvo{SaB68SeF55f3tlTG2rsiWg_~HnS7tM5=PRP#s<$g(JcLJeEAmIRMx+_|9Y;+Taz{1m!`%3tgUelWe$a>% zMic^RR9YkHxA-0D1k2qDE3j_a2Yh=go)2q{Ko8wSN7CK?Gei1!29W=M%wz#RK*I0r zRt|U+fV96nw1M=0*Xgam9|!9Fj~Tb@n<`EU{iBYf8i#)q-3%)d+@Onpwd`R~aU8{h zK}Zt}NRKG|cR=_A5S{WL9f9Kb{|-o%r~h3~3fT2OW{`A$1~8>Sfj^du!w!vrb&(wYtSG5u6C-%mMkE(u7;b=svV7n1X=OhIC6`xDx+6l#Z<8+Qj@j zRPq0yTF4#NtbbJ+m1K8|A5c{QD)?VU!z71W$MvKcgA>ywy4npBEm`-F!@tcGz~Yf5 z|7G|i_Foxq|H|0Jx)$>zX<{pAVny2lP>{nWz|VhFyu62`A?AINt93VL# zD4z6p?hl&4G75hnM{@}P6R@A?MspXS?kxpqYL}K}r$My0;y-MEL`Eg4k0|ugJoyJ{ zRsV_nvA;p;1rewQA-DTX{QP3)zWFF{m%q2aw-*d})wv}_J4O2}&0+bgzgB-u|M6># zbc}Sg^=VqPe)j(Co2Fw=Ob3*@uX{T{8Vs8(5N+0psRtCWZpHlK0ROa6kQ|%DTk6(- z5(en1g#VK#iLS&{;7c$|ba*RJ4^rk&Y{5DJ6u`$c=ZO9rQucCS90sWSC)}C+|2pgn z&^RLW4`Kj_{>1NJgMlS(e=?FLqJoBsfBi!vH~f!VXz-u~?QazR1rcztTEV{v!@A~7 z{=uQcTN*5Y3i-oY-Ohg_`3EzA)fwO~4>3aybW8ycS2LAC&3{GC&8 zSFQP5J$8WCEf3Muu*BL{yIYA1fhs-&Y@qgs;%w~e;`DZDzXTJz=)K@$1Dqo;R5 z`u%zmLl;enx?D+gCKk3Rc5JuW-T#AkPBm8blk`{W1-;v0ZY-SbN!z|laRbi!w1hNLM?+e#qU`;Q#46f<&-ku+GVn6}n!z_kgeE(18u z4W$4e-D@%ecr0-R@Diy1%Ul|BW+d8Lf~K+yp#BUn_QC4yzmmWNO@nK+WuzIcXuSU5 z`WW3y5Q(=ykzNl#kS;L<%+ahbrfHUSW+X;BBJ>&vO?L_{^o-XNU5izatG_^%2*i|) zyx8#u;WQimt<_#eD?jvBaN7c$`)t$`{*#cU=0R3ewjo`c~&l+{|NjIQt=+aW)s?q(}tZo_ShaIUj; zYkM4&4P8nZU|v9P4ZzwX0E^L{g8^Xqf?FyAJl#7K8jodO2ZoSOdHXLVV${NlyboR6 zhk`L4KQ+Nz9;GsGAL?F5Yz-hr)BeY#^hBiTnctmfsJLhQ(1!x*SJFN-vy0f91HkhG zrtL%SPF8CaposS7bkaVA?%9XNE?X+;e<5;d@A>HgRes@=?+&6GVSB-q6f(fD{#}}3 zb~G*bZtv|PsbBigGt^Nkl^`vU_X0yGrn~`qQfS0DSEsDCeaLMe!f75mChh_Z--rJ9 z7$aho&jA=RiW_Ut{FwNbAY+QIKy~jPxP}|+)!uA=vJahSqb*T&CwWCn;@P10Ygr#Q zV>N@ERG;6%2cKT*Lu?G=nt>^SaNDwdX#7Mk`j^x#u-XvWsct#`*VUHIrU$|5J#~|s zA7e>PqNmZ+BWfJfdzlkj#}mIp1xB-5VhC;Or+e-tQ+ppxMp{o% zlP=xnchb>$^yI)&^<~5mI`0^V{cx{sq`CaDXz%HL$TE*(Px=KqwYYct)x}tP%CjSx zims7ZlZ)OrYxuT_T$!22d#!i|Tz58}Xs@A4CfKqMm4@s*IsV^8wFQO1t9QLj*(kF8{;!BZ!ncJJxIL&|rCJOg=sl?AYFFAfAb zNR3>(LW^hKuM{VX^Hr|O9l?d ze=mtxEy)TsyuAu6Z_vCD$!k7sjCpj2i_qaR)FXMeUvrA@ooj9Uh zr7U-y-7qKN)<0?CiCK46nU+4``=|o|Y-mp0m~GM2o#f7j1KeR@;ME4Oo@_&i{tH!T)acBjO5#e>(%(7>6)*plZXadmk#%-pp$$ zqT(pdR z>fMJ}f*+`_IZzqF6=~|zK4c)-^>OdQ{NCps63+2D&L5{dd9B$O88X$~wpT|9GBJw! zEi1#Y-L2Fl)XhmbTc%=E`3-kB#5=fVe(&QNSMxs9=wgq4V6?W4jp4uQkd&Tplcts_ zQoGk;?~8D+*+Arpjk*VG&ssiSd7s*R1lJzB{e1{==E*ieEg4WXcFcbm_M&=fk1XO^ z5#yF=+g)Gq26_HdaMh5+y5%P$lN20!@!U3M;f>(fcWwvM&EgoN9&B*YWKT%a=U0)x zy^^1LW~N^wOI(~h4dq6Jw=zQyXZ9h1yoKT&%DBCEmQ&UqaXoj>VC)+r_GKXTsGtfn z<&;`!OgB|YC+L>VJBhBS*Z>i#l^=N`=GLP%pwX|8Ua_rX>$z)Vdl5UVGu@G{<|=vg z0*G&Q%+#G{L3a6Z)c4FM4;FjvL(#npZ-j7nuclK2aos3#xR4)3)~MB7@wj zLmSAi)T|l!!{(Zhjvea^Z`OcaZ{o1|()K>oz$W)>?I_h>dmjqwod%z(IiP^MJXM$P z0~I`$9J7r9F@Bx}CWcmTFB6At=}5|gE4XfC-BK3yEkB^n#Nfsd6zA#D=8B8C5;*j7 zK7!9_XDZrcukc)kL`DF3=Np`6Z zYvGeM=eDt%S7Olf(?TmX|A@T+qR|v*g^&Ny>+p7^Zp-cu-0uWj_}T4ReXx2Ml~PFy zrx0$ax~eWo=ns9H@MhCDGX^rRt9dn3P%h6vKC4G_q(gPCdqm@q5DRlY#aOq}^+ z$i-K)KYn}#CI!FR?)^jEze>x1(|RHi)Vn42?1B3AqH||C_VjQiIyHmwa|b>=au`U& zSp@yj!bs*lKXn(Cqs4HThqGr%KG`Q&68CxCYKw%6I=AOy(4{`gvk!%y+3x%K$^YRy zx8RqP)Bu2S+%>Y(=V0%L;*xX0|8$^BZfY0J-qA63PM!~oEQ6FCN^V3fl*Jw&kUA;$ zyzTOITC_+RcV72zm8G5S>V2sGAqc@8=iNyEVL#vM`G^$6Ad%0tL$*v@C?{s&bIi_M z`HqZQs%83~mkDUL=Euma31p|qPs&A+Y@h3zebIxUo3j6k>oz5KB8Dr`YXdkrZE3MG zP8ZPSm{W1mbxUiwD77G?Vq|@7)=F#|k@5tTGBxwHTxv%R@J{hgud9(g6Mn_)#R0T) zddy}g=#MCN)DWvx#Q4>$;YzEuo)B-G!*yH`_$uGDcIM!5fx>}t$YKHcFK}B;*1`9dMyb2RJ@xq>+}PzM z!b0QcH|-Cr{h@P*3%hy3_My^Z2@9l1WL#4BHy*)Y6>~pIx=jYj{`=81lwsbggL)yO#5bd{;h5sib|mV4%)PqM!f7U#r4Sr%tXu_n@W zakim7e8fakke1^*94C!4~<5q^sYa=Rgu6|gSy{7Tl2_e1JVF7@+k z^y&r2?2TQj&o2kPzHV|gD7!(d zrhSr^?@1kJ@IKBAuf8zDU^{t|&ZtCIC#c{ugQ=Z_byDlkW|y98mrC6$da0L(NDG$G z;G5V3BGLD~v`@2ToNO!0t`MVEBd8MTPVUmT?oOQz|FZCpXY3t#Tv)=d)3wU#ncv(* z(BYi3%0Y(JQg&tyyh8V_`(9g)Ge+vjeK2o%*-Jsje^;E)GMsvBBK&(s5+ax33mt?qkfS>0iZuBJBy_PP;gF|{>mf+Ou(-08`m#8oxa9!?l`>M z=pa#9C^cY2Y#P@bZFWqRVjZ3rM+i#C!%RKYP1PC}4X<1a)avp(wEZPxADVpobsw^I zx}UK5Pn(izmWEnzxY(u;xGzyJ2DJvULQItQIz7IWleblkW%dNAN{DLQ_rC|1Z7}2SzGC0*?_z|`I&g<%#t-~70eupYnPD>hG z-m!bBo*3c4%s+Uf-kSQ;r7q!O->s<0K-c0zGyc(79G}sGpq$d)IrLKHHqE!3n{0Ml zSWa;F#=PCnJ?N2sx8se*;yJpYY-Ql+_w;*5FCkVzzY|lr-KQ1)yeORe>%qwx_ZhLe zYGP7&7n4h%hllW^zy+=YrIqpKryxxUi1XF;?3uVlm!6o1>lO1ZS=;=$s56^P$t)*^ zc!e`m0_=uHBFPny+2grwbP^j0s8337aW=z8pA!8J$F@)B!FC3dCpng?{~MOx1{YiaAPb1bNE z>`aYq4L{e-b|Pu@mK&JXM9s|8a>`&=^Id#=Tm$R+h!nVy)^qGF(Qfypgmfa-xxQ6I z*nXM@1td7lXh8+!w`4kX4+Y{CkHA2a6vI;b^t+GOWnz|J zE<0M>^}~r*Du>_BSm$k7LlH0bwdfd8)@eZMeu)}&ZM3TlWs_k~T|EG8PJR%#>yuiA z>0bn~;@F3{uCM*#3;f+-xH^MSS~9TWaGJXdy2%f}0CQM1saM$VvE=Hz$%QG;Ox&aX zrRP`aJ}&eu2TJ*Nj_)yF2*26zgWO+|{YB;^ajk8K#uQ5JE?rCHcdS_Coh*@MR~{gm z-JRHZpmiKEd3||#I!)kQ@{RyyP3MC^UlP}aws0PV8i1~+)iAfF?k9wiNY)ItDR)>r zCHUQugHgHvFu}OK06(kb??b*udyAPhT!eUErP+Z3uoS`Vj8T_nhSgT*kzbopag zx9)fyR;Ak3#w@s;Sv)tR<9+SIft~tIXQeCG1(3ZZ8lO*9?_S%7HfGD56g(naHR)fa zy?MRrq0_LnYwk%2bD+%PmR?cc%D+>&xhLBf6fF?+v4E`htBft<+HA7QX8IL8^WIyY zKFPSN@epgVz`c;SU$Z#AB!3M88Tby}m{iUtYGyKRlUTU(UP}$>=_>6J_oY~qH>FLg z{N~{?vgsvM>xHO$Pyl5R0CE96&JSwg^Y=1ab-Vp5<9o+@K7;UcEEjHuT%1;Pe1W-N zEGun>4YNDjS}#)fUb2GwnZ|0RC!Xyn;djf!7g~$AcG5j}YJYGT*%;v1zbGon#t?BE zg$4d>spEBJl3g9=5AR&5F!8$pEvh+RCQ0(d#2-u`V?dUcncJ(%*=F17wzQis9r9=H z8;RN0a;=+ru@7wlV6yt!czfY{VxQMG;4JV;}NoWa5ruWXE2g-Yho=y~kCG zUYVO~e(0!-3R^*p>x^&}D=f*{tc#G5fGJu0?(gPjW%)4v-L%4!Bk^Cp`k%Y={u4H} z{~)B%th{G_ixTRRu~PKp_(J2awY7q~ zk&wcqXZ@59c~*UB!c6JQjDW}Yx+uT0yB3W;nsGA{FA@AH@oIPTgt+_6bIzhcPswU# z(wQ`l*d)V?dV5A-)cO&-}}YiH8)D)<-NqiSr0E9ProvG`D$Kc z0VZDMAjbZfHZ!Gg;>NU5H(@ zJ}u^u0tcz17w zLq0o1`L?X1-(E>dK`lE}38xj)v72}bS6wq+c}~vq)L5h_X3a=I{UiO()R3CbL}hHo zSHt6*Vu+H{;W3t-ysu7?f-V*}1vr$KIc+U}aI(#|KJ@O;SYgQ%Rj)#e*fS!pA3th~ zx>y_2I=PWEZr9_b>E9Qmf9sK3`PGwK{LIw*&c#6n{eD3eX4wIPExWxQZ)SILJN+M$ zCEpuSgMOn|mR9m#eH#67c945&_koROW6N{<$f0zAeLo)@=hcNzo*PW!I%44b2Gcab zf4Sa8TSP6h%qRP4y7D;wQ$HcmdZF8(lWQiq=6l9eZi(c@0?8+BWOg6rOL5Pgo6I;4 zUwQ1ih_rmE7H!VE%a><%WH`=*lC1{3@XF+O;TDS8-GmdNesIX0jvPt@ zC&vG*3Y$MYhL-UYpbsH?%}#0T6r5s{VR{PC>EbU%GmjB&M_j}PJGi>I|!BCbVua+y;3 z?iMqYY{X)tjM;8q2UelqJ?XP``~r+(=)>pmK-H*NaBxeS+4#mJ6yxqx z*tF0wXER6Ip6IPjlOWz@YbuT!Qru`7+8*!^5}DA+Q>sp&^gqeku`l{nPwM1-QAHM? zDCBoePsm*83ftiF-sWhE2M3k9tmyg4tZ8HoU4Wc{5#4qni>OAuH{Hxhs!#WJ*eAam zNBfzc7SEcz7^N?Mh%FUgJU}j}TJZMIsj^#<=)iTT4-urxM+^)J) z)P(?gouudBAS7vwssapcZ12O(w1ehM5Nt})+$ydl`>IyzNhjAIYHvyOP~~oP=ixVmACs>&jDDs?Zs&Bz9oMx7gT#-6M9wt06iOEE0G zST!h;i@sJ^oQ^T~(pSWc`9cMxF}u=c0g=c;%-E2ho-Z8&9PmEn`uWjLDz0V5giYn{ z$`kmH84B2tEr>FUno`L=s*Bbfv$0Mst;|Wx^Pw7+uM3?&afdurcU?0O2&B9I?vtyBiH?poOGm4egp9X*F{+my1z z`Ni5?hLRtsdjB6Y*~#0`A*IETw|09Hi>4g@egaOJer*{zqrs#WTXN0I&Yv&uy%s zzjUZepj{=iBs^;B0Tegdu(QH!mN`Dx^tfwi?W$yoD?7ai`xt#B>hbHD-MGMFxhTaV^W_eRX%b#}wy1 z_-}?_W-gO78T~K=CQ{!$Qm6(y-TO1+l^WWwG%k94x&ZQq=$q*Leg&vkFFzO|FO~K$a`n6Y zQ+2W^`lI3x4vo`~`_+$ZCwJ;M9kB$bCYcT=DbREQ$D@?dXrB@j@Q7<4+AfOwaQy2_ z*7=%ex2@#C?#q=}aQ^AKm#V4M8K3FsJ8N3~FGOXoUp0hB3|v)0Sn1`psz0cik3n?$ z@epP%S7oZtOIwEgW9HLbn`_A>=jwaoVQb6kiyOzv)cE|TGs)^R)SDK!3G#+g8V~M_ zUbb9#M-@OvQyEgNZ408@jNlxXJ351T(w#lvjbzQn}*84(w zABWZuq#{(2wiC}li*-?LS3+Iurl8!U^kXF!KRc<+09WfD!FP@!N_;JF5hy{^%OlRO zZ`GWxXbcH`lhyd)HkH)VK6Rh{H|Skiue?<|F57lOi}J`E(P~y`=-%64I(}+d{7iM0 z$#TnsgQt&TmhB%GF3OF#N#1GVu&SRj53|@_3}m=mKIoo}88GqXn2FmpeYJfRcx#78 z8Xj1PCcSK1ywg;r()4t*aM|HfYV8-xa;tCJ8(Z$$R2572yyXPTGOfEBPtN}$`i7*o zk?V`ZCd|M+$wk32$}+Aofy%9ryU0vFd5$ph;x<{&xXk81S-36OEJ|lPT^SF>L(Hx= zE@I&e-4~L5_o1It>Py?A49B+2J|6z6&qJMi)38hUwO;q=!wJ&sH#d?aJvbk>6Ndvr zk{)lq7fhda+}(!`jT^Z978Z~=-hxYu|JZ*`r+PY7FH2B?s6uIfv2V)0~GRwK6lEJFmtvL z)h_L)yj8fx!C&1r){n)1y;3RSsK0|#Ufb9%D~_DGp;Zqm!d-BXe?Q1_h^1{XPCGwN z2)E8BsQA8xb;F5##ARCO__oW7FO2bhx^b~|*NIg}Vm?DL9Yb7Rw|wl!rQLpp*RmXb ziBn#(+b%9{tF)CrF(zL_ev+_v(1AQ;nC`~mrnEABn)Tf2~6j5 z-Q<0q+NX$i*fNuqY5uCjp| z->uN+n>0$E9e&{u5!b$xABI_wka|K|vphLe$I&2o=;_Ku%knr2r`$wX%tr3aa&Tj< z+UW^Oc~SA*UU9*o{+m+U1va~^t35%gxS!MNPtUzoN0QZh?+szxyUCj^8^y*&H5mh* zyun7Vhrj{%y=9EWO{3KgCfYS>giTIJ9Ze5BT}@nV5>DadAmCrH~m!Y3f*7eZ6gDFHJH?#OrP+`%9shQ>1)$#`>S1GFR= zpP!8#zD3YK*K$h9k^)haB01g)1YqekX89Z9o9C4JttS`JKTSKEeipkWo<)C)b5?vQ zR@t3^iko>kC?fAXGWWIBkW%~gC^^Ii+zawaGsMm(G;0mtjP!0^AoPWOl0D28`y=4o zy8I=5H=%_y!)cDW==y>#9B2107j-v@Sr%~ylGyb|QADPu3ZcbFDF5KgFF2{noA{z? zb+VV)1c&(N>ncpM)t5OwvRR&c>dBTA+)(=vF*Q&iZx*rFdPm75Zkyo8CU`%&V)@OQ z1vBJuGXH0EU7oyk-&ja%iI8D-QB*bJ1`8s|?%Mnd&jf+6zQwmz5f-6UKDX4t4@vYG zT%_I>6%{qpF*abUnRiKSDi@y7X%!KF8df2~vC$La{mLq?bF5P{JN>nl$PSz8?r*}d zb)~lFFogv7J&)(AQ5_ns^i}KKlcwo9uHf{HQI*Ivhh|N8l=O(a;}33MhKwX+8g3!GxBVX?ZYDqxcag*4Zjr^g`>fv;fSSsbzLt{J{E45eZ9dfKYdZJ`cWalbBO2q zFojXVu-Kw?DrlU4Tf;TPvWHv#gDG^To!K3K*-h1Dpyh|lp~)K+U!EDnzg~*ODR-w_ zOR5`aE?)FUfmW6DwfS?U3&Nubmt-RMk)K1>EHdE9*zQ|vkvYE^*9%Utg^17{!W)i< zubzL@F*|$d&}71nU!LcevO{m-z6+(Dk}>ao988G*=3G2~AMx!1GvbqT_oh~gx*+nMJ2*XaI>I;Sl+-Ip?OBVW%rn^MVFj1`y5=$$ z_hM#s73u=TSbly|akI<_kx!Q-bqyz*$AZW9UK*XesNc%$IfjN;!EwvEn4SS8i{V3G z{B(#!*>EKa?y30%L6R=n?!3KM^2sbOO@UowI!uuCg{{D6*tkb0LTD~ zoruS?TF7WZaEvCToMkqu z;yHKv`LBG_IKCk4XEt|&w$_H3aIdxW4M)FN*T;D3rFQcOZNE6+^H>)#d!T+(u{fgm zb6AaHD|3Zo)s=pRRa1h>)9O}qjE6)}d8_%>9V8Eg*9z_yS$}bV06*1iPWg(M#YUO& z`le8Yw5Gb$Q}aFEL{T0;AIVz(ygcO2g!iVv1DocM{4COIr1}OU zzsYv;@8;vtiVt6&Lo8EHE4y7-obgNd6glm4{fkwrr>SH2dv2JMQcffV2|H^jt@f)e zw+#hhCkQIWFoGo(>oAB%Xr4O}*+XBb{vbh-=tsgITOq3U>2BqAp8b2@)N4)W*a=@axYO%P9ZiIjjby#mQCKLcw_4}P=!RM&u^iKj(0WhF0{ z-b-J<384qc=o2m_R%g>i_G()|;>a#!C&ZIGs;}h;JL@Fg|70thp?-r%N03!Efhjie zOc3NWn2^oLPTpL`h`_yClT-%}bd5hEZsKLkVJrIXWG`yx&E7O?tEvIf>g%N^uWUx) z8jF^+tn~^vo6$*{Y05o}p>EZ$iJoe7im1u_4(&Gh!q`UZfJKm({;}Qa>*#N`NIH}J z?+$c>cHnrvQ*8M5vzgYXGGi{RuhY7+2~d?S^H$=~ow&40#AEkkLN{d;H`~)RZbj7I zKj~kxy+)q9+&^=p_S)QOE9#NcPF2Z z0U4RiFik){7bc1lkUSX8Q*_*sB#cH=mlHBC`vOK2eh`^MfRMQ$GQFB`2osHL0-u`5 zU1QiKx=>9>3T~`63)!Knns|w-AlL@j>3IC%UVVarF`aGXihfMMAtbDPTsPCnYe|Ed zl$@}fmrWNRrj3HiL4A;R%*`VsVeFztc~YX{_$N8{kTZjLR;%XtNGvR1E064ioI}DK zb33ISp&SAdYT_ZTeNFf$I7}-LI~~g; z?j)yY1b-lPN_e+7PJ>O$35ke;kSGV#lTBjS2p*m$4%^D>eh=~HJzvp;R3ZaOnEqZ3 zMmR=;8C7mefQ*_$^+DAv2bv#)^8pZ^g7aM}hkSF1@YHNZBHT6w1$k*ooq`zrviUHb zsF-%VpzcOCwg*P|6O)(#aZe4FXmKYQeGL{8!NLHPYH77XG%G}lptuYWE{be-T{Gvp~W;b@d}L+qU?lS$Y$%))0+2gqha+(l5oKwpYxLAr8o>*@gEH0yYW>SZN zxI)a6c7(}j^5&`b&|%Kg5g<#FeJqVBvQIZR-&z322hMmv_@@bSx->YQItFvh0S?H^ zNdSn(8Y5vEc>*Mu=J7)l(c;K#X(@PO4xSawdLWl6wyFCqZ(eQ_#1u>F)nFlrJDy0r zzndnPnV4uy7n){_gjeUD%}Ed@^}zJCoT{6E3BJTXsaFnRNvu8~dYvHpQgF-$>VQ#W zOyj*^aU_pzq_LBn1{(qV%#etJJm4a zg4}NdI)a`h7I;pS{S>6aL^!Xn!4y({6Qkt_k?WL^xd3aZkjoEefqB~m^_)l!JqX#! zL!=9h&~j2F!VkE64JM!xO<-P{rv!RE+0w+7F`CW5PK*clpE?4!CosXWq1x~RjJ!Dn z4QaJmm0pc(W-K4gV_D8}+N8ul5>I(zc_JtQX$C!@p>WKmSIW(sNNW0qh5+HYR$EGvm8thYk@F)2s zV>&NwRQY{lh-H(AvW<3xK#`wLS;?kPLpE#>=QWr-b<-@doEmIta=&%Mw2-hTIRrEx zge1Z}FTfP@I!{T9d8ju-)q4mll|re(st z6jXI59C|pf2a*~T5UepBL6PPoCuHZ@V<`LhIr~DT@)fpxQU?$a?H)a3!Fu^ zZanWzgM1yk---h8gW}uCn@zu*2QD>vvl)T0;F_@$PGc?i(xtUyA682b)>=Gos55t_0-p-r`L8i=uM-Wu=}3ElRKU89+F}r=-D3XPkau# zNMufExC8-e%O^qex}+2U=MWTFRZ0w=3i6pdIX%q+vOwleua<<$9SD;F3A&JY`bOa=Li*rnBuxW~oYZ>K1XT~)}mz*u9@kdeiDInGVlu0K* z71Nv?(}+Jpuxd<5gOGU>(MX6X+DTU2OM?k~dZrl?N%(^VWU~t9&yE7)It71cEZl_5 zZQ{~lM6og=;Rp4^`>{v*q3qr?y^Df`3!1zW@u~QmeQ$Krkapb3Y3hmPcnfhk-9b=| z^jMl?t{`*2>1s5gFj}6M>fwnuu>=ND$GmKxT$y@nY_Fy;s{sjslePh4!LEOS2k`XW$@3juAisqet0;eCw2U0yPtE z9}nEZO#rp09nT#tE(ba!Fa2#2HUtH|>)j@WpsKSOI(awqawqU2ClZ5^IR&5_GiDTK zWpcWk6Uw$hEKx{2s$+u}m(w4NG&u}QvoscWI%r_b2sWMvDRBD)6k}t2assN!Bbxvt zq8^BX>MxGZrZpvp%FFL#2zJ~VOpNlH>IqOzv|}zz^OO{TD5zUGgo_%?H~K-wf<4?q zk%(f2^v(u@-VH z3{dg20&WD0qgm-D2tFwLWN;s&XON`_`JpmMH+yUFg6GLjvg`m{VFU{~E#Q#Uyd3<| zmE5*`+j#tuL@db~6cF7@0BlU40g_oVIIoSe`yPqqNgUT2F)WAX#FcXJ=>6gU1;FpU ArvLx| literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_36.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_36.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dccedc76a15943517fda5cf326b514e29df4f3b GIT binary patch literal 18819 zcmbTccRbba|2X`z5{1;U$00ION@R1Ww^=!%Br_u`d+$S%vJN5Jk*z|?9vQ_!Hbq8e z_TJ-+`#Sahe17-+y?=lF?wiLsUS8L8kL!9~&+8%%6DOfFnyMPA5E&T+k%3=`I11f_ zPM$bHeS+#FH8nL2%}LtRFuK#HPMu~udyWCd#SZ7@V&~-K;TIL;Ie&?dlT%1a_|jD| z2?+_fpp1g_HF;5SiEAVxWHdB1r%#<`rK4lL#>>fj?f>%+u@PcCNv1>|L_u~QB4;F{ zU?d}ch2TI=DzZO6(7!)qcY$3Cj(u~I??!18lTP0Tzqq;UQyN-k7FIU)3j%^d!WSj3OG-)0$lm-% zMO95*LsR$OeZ2?z4-G6VA6r@5*xI?ddw6X3yVveTiZLkd;156 zM3r zeN);*!zZq@!DQ~*N6XAFF?C^+q}m_N{?8P9`u|I_|0?#s^csOqQ;-4YQ7}RXXym|6+Ad(p7i{8B*H;pB-Me#hMbFp)elC% zS0TU);suC_{~h`FMJfRQm)c(J>O?5}zusa=u(Q?QF$5T<^kY=K z5$&|9N5_ys*7*C7<*24dJwfg53NgCj|R^^XzkCDLb zzzW(QffYtX&jZJiB-NVX`Kj^oy#omxIPPLVyhGOi?v)7Op${NQD&9%3AW6@(r~UE0 zJ;?!o+zSN!^XiXtsDL@&agbuB1hCczIzAwU%Kbl~0uU?S+y99klFWZ1>oF;^;y^%= zR0M?oA7S)I<_=L3(Z6GVbp02v14I!p7lv0$QJh4#nl!{!!KQM70gPzafJNpEXmYpENAQaAI(Lw6sKCm>SiPciw| z$k&wr?)%;M_qA1#k9&qO=ahL#qFSO}9T=1$QHe@;@-6#YK7g^8uzzP_%uNC*{-W`* z=Dfpxh+M z*pY;bk=B0)OlAN?T>z+_+8_UlGkG7Fn|CLuH*bvMN|1TVeKLND0P{jni^B(xX{VzqJ z5STnjF-wYiwol<=I_8lNE_YR*+*G}ITRU8o^O<)x3`cqh5mOaD$c7mi{pUgEgn6Xy zrm9et>**HO{OL$-=UKLJF=PvC)>NA~%p4Ogrt&4mN~i?^Gmi-4>C_Gn6l!6iS5C@l z(FhmQnx5qY_K72n@p6OM0JM0j z_J@0a5Y+c{>YD#~QUq~xD_l(Ns%s1>0wsl7IGZ|d z0ylUl3biOc`prWMQGe}lnNafvQuv8!R75{2H3e>X$C~ZH*<}71B&xLohwV01ILQ@Y z{v(Y8TYsvE$^wsuBv3gjfex9cEvPFaaio7Zgty5IzvcXm{Z1+;(YSAW?+k?{wMoxt zQIgF$8}I)oIsV1~DNUS3e1MGBq$!>PRk71^h>zILKK8mrgfI&z*{z<{mxwB1M8yTd zWHJ1G|C)!|0vs_(#lAgz z-N{4r z+&3^DWn&D!KUX6=z0`_Gf}?tAS8 zr9=q{`Y4w$+TSowU^rf@^IFwG^@tH6|8Qhk18xhx-vu`gvtm&z1$MVJ-6lfR_&s3+ z36Tf^K1?$hTc^X>hW#EQWPmP%|M&5)JVfX(WF-;$+yWo1d4Q+9OoY};O=RYY&;UPp zi#i(g`9ko?#{<$ovX?)s09Gi+Ma0e-5)LU|Pz$`&_jYU2J(h9zn|Vv7hZYkx+pwE%rE8zkxq4CabFeM80B z_KL;AQPX!ARkaH3sPXPhvmDuk6~ul!5uz1`@0;P!2im)BdvpxOibB0X?ca-_{TN-; zl*k4V!k@SVR9GnCJ4Dnn%%Ykj1^0OYxX#gvA9aoIfcKX#h5O~H%D_p&=ouv4`R5K+ zL)3krOpq^#P&LbMpk~fj)3J!H?B&vxEAG10`d z(NDd7zV00(sz;g#U35H8gfg@V_X0c>o^C1#*9BO@e@CCs$eU8emFn?s{)n8VdA!xW zcsjzZSX(1APxPc!s zG!C^Z#EHvbO4!CUw@J(zd#MXbW|8%CHMdv`;)-qQ8C#a5dSz)|~=h@j6U*mlA zsE8P;(T0CJrW>}ZT+iI^C_qai2x6}El&mE zKpsP%BtM$_3jc&7L68jPAkMu17F028@;etI1P!IG0519XEuo(*xNT&c_HGMa{|d5n zY46wde(TnKn;utZC0sO0vnE5Jch>mJ{W1!CAvvaPC~6fA@MeXY0ask;^(eHCLCEkP z>OkEcM5tI4f(Vi8;%vBi`WWt5Ac;_8JP~5w#Kir<>G*?#DE{)H=-h}_Wljis^%jWz zp=MN+wB3;z8++6n?tzknq438*lfWB^uE0-#2??Rv+|T>-C%*G*6d(_%5Bej%>Gsc^ z+i@|0SD{=`ytn>*lhRj4d(Fh&bh{6={#JgtVLl5raidNOb$p6614$8~4-NZm`MblO zW*uk`O2!yhq3Jpi7s51Z;(QeL_$3KQv6jBm=*7MX7?Cj2f}lzI5c0%TDei_$QoetQ z+2Iq5v%L63sF_FX?jR1{_AK2y{^a(2;d4@bN7}sx)N`B4EMU zZ{R3FaYcr4k=q^2=jbHV`WvL`gGDzd;LTXI?dx+-dmd7IzrL$Zq3BIbk-zDe!hPAy zbG|5%}Gj2%!dWw#}A~aU<}YZ-ndf zcN7~qRfa#etlg)-W~YY!T3mJBECeTak6?~2{8CGAD&AZ79n3sGF#Ct7RFlbg(po`cOuA2*B_8KAgy>8vCgnrB295$nNYD3z=Fw|?VO!vvS=O419W@?9d zi>*BliQjQ5Gq7YBpWWf8=|8N<|A1TW!gW1V{U_FW4kP^1%|hIOU#pch!?~yuAeO!GJqn zIEwh4fFA_R!A8y%M?@_!P58F`lZNf)nS9(Pd`ek%DK=@13_|akG=!DIbwG}hxn{)9 zDUUkg_k^~2h>$hmxI}WIc>fmW7$o11+_TFC9b(R>&XuvY8d9XW^uPi%P*Rhe`8hr@ zdqAK79iLc~2Wq`$yP@JBh?Ai#WR(FFDzPQIyT@Jb;>*m4T)2*D*8w%}f|Y)lHtSKl z(kscu-89MJz8 zse}PlXvdQ5@T5<}0X^a%5L#dh(GZlemh8fX=>@sqO(uo@x+imm|N+aVP_-E|vFvO_l>&k&Lr zHuCTd54x2T<=ti@BRP+>cj4b?63BX@Wed`j!svwRVOJe&j- zVgV8ImSMO#*6<6kPvrZKlARoSI27y57YD3NgpR)R3|(*G92MiA|0O~zRM?G00m^r_vG0s1; zfzs42vYTA}X3d6ug=i+3jk|N_wp13FYwwxWvk;C-WE@QIo70S`ug`+TF82CmwaBDy z-`AlH&2deJtAS)IxE|#%zE|eex)u=YZ?}iOmmubIs42O5`J`oba%78UM3FH8b#Vk( z0P=Vu$WOd?>ldhhL9X=m?5lx!e+V$Ru~Nu}PT>0;^&Fvj@B5W|xQ`b@21Cu%1{>-R zs6TBhuuvaoZ)ZR8W$3QMd!!z8`w!ZC@?sBk8>aXN?>U!d)O!)3&3l*N`we8rl3t_y ztLW~ikH>)?O{nHOg?~#KL9lQXa$T?}6M<;00PFqj>LKmWdJC!>zV|ECz2*~#=oA}G$@rm@2 z9Cz!0Z{{irHt@qmxy5_063Pf!wPCyq9F~Yilz}!3Gj@F*v+-&o?P*Mm>Pfk3yzP98 z?8}~SCj}e2FnC&Yq3BebFH78&efGq*RDw_Cyos;>gMwFD!)gOw2Lo#19%mW}D>D^_ z@FONfp<0zIcf_90vFb#+;LkPGd|aT%{LL2jn7dNEjjbAvCd&?EnyYJH=bJRKx1pywa~%oOi8s;bH@ zoVUzPYm~4z7euNR*#}bJf?Z1h*zPq;{%xK2rVEXnc`G>VuXGWUE4a_RJ#HsKOfL64 zU%5SJ)K!(&QzsTV-=E?y{%G95>39JZ%6ux#AflR6#FS?~KSm7QU2J0eLx3>(;-xO% zqZ87tf#m}Xr)($Z-N7!=9~FArA7QC=>kei=>_GR^skET-3LWYgwJJC5c9`=LGac=j zhdDYl^0}w5rDu|)R*DQ}V z|6maBu*A5%E#!DE-7V+W`KNsVn07 zXw?oY_0bTR=}(Tw5TVzfz+`k2C!GC7GD!N|ov;ABni1LJDl#FoTRWO;F00btC|go? zr?|TAip{uH>NZdXN&ApL822+;?(81{TOXb;O0Tv`T8lh)+<$R8=Sq-edf-RS2e&g| zW$G5_)pIcsW#^(X333F+C#Hw%Qi}xG!_aQ6=^r$g^Y6cMzHycz#o6V75n1bZ9@=py z+R>Qhy=3Q(2bnY1uWqbXEsK=yO1OTg?quefXH_iw*lJbz!pY-sOH)k8Ti&Y1ZE86X z;X4tNPj`Z`UvD|%X+o0GOltyG_$($PF=ymGBCkwbQV zGxNaw{PE}BiEz~J0zmAGnVrNGJ*Ya{Uchs%o&Aywulj7AgoVQgR{33LYOaZ}e^j_4B=A2`DUCeyp#b=oQysPK>*X}ER*0DI$JJ?8~j_5`# zCxQwIRA0|584mr3P#X&Gd#QO|XC4?aqAO6dR|xgYW^M_wNuR|VcXA%nxrlPBpv}p{Rq54aij(Vjz|IuA z3E%q$7B8iZHxFWp`a_+w*W9o(TAiY9OR?Oy2Z{sK5&aoI`hsYx;^&WZP@#?>D=!kE z?Y)M5ED#ZWpaP`Cl!FZh;%Mh#Xy>gbD1j#lzXk-`mTM1OPfq9ACONYOaRpi!3QxU$ z_%N!M=WV3@PESMqEf9W7VDUiVJb}lWqJ}%NUFJjLe!O`_GwUPfb&>qAkq`29Gd{Di z3E%oIz8s=?L>VcaOxCU-^ogt6#^A&65-X=H^hSPeg>&GL)Q3henfw9<^L517+zz1Q z+1P0cTc5%94t!$jcI}jKF=?q!f3+ArGgO*;%y}qRG7F{6*v(Z=Z4CCEN*h!4UrbRB z@}?w1_hxq;yR8u6)R zP;Fe!>X{)hF=3w<=S4G}yCJFdin}hzZBZp@&GNQphcj)6y5&Xcu9UIVFQ3|eo>SYI z#|cwE2fN_CD?cK{jONypTSC9aa^7C4^7m?kz2j<=IoGly7E6Ra>Fr{lJLXo1y^lHZ ztLPi&BhDjT!!Im;-)J7;^npao7T02smC37E{70~2yc@^*zIH2naE2W0TQ6Cjby*9b zau=SeEoa^41^xjYom*4iDxd#zR{6D#j0MQS@VTq>deGAYp`zp3AZ%jgX%!3VXe3{#W5up{f&B&5@%}%dt_w^n=a4lTzb-SxU)&5EuR*>!0 zaoVS`sPBytMeV6t{F2*3B|q2OYC(i=dJ^aM!!ddLSK}(Bt+X$W?>+rKOg7(q-V&#Y3!4iJW?G z7rZ7$oMc}5e>$n;6SZt*^N~yzUx<{xXLD}1czv2wP-)y{yqlws4vzFcQPo|t zOQ_}&l$o6}dQE)29@Uy-%#0J2N88O9 zjHQKiTaoRKvGQuJO69j}XHM)c9}c9dd_EMT54;OXKbPI?yJB5sCo_G7Jke|6FZo{n z*8ZKTqb5hqR3Z>ju(O5OoJ1AEJ2y+eRsNG(3(w`WMnVz z&wU_g^p16Za72nQU2MJyRq&r4(j85;@>1)CI{Y##iTA*8`cYmsJB6 zYeNNGZOCx_fUxBeP)jYBS22EU`&KN;0DE~>K>;8tAWt8xgs$>Y|8L*BYT-qXz?LHD*%`P*dTx{k5K0M z2C81|qA1Cg;_=AD*g>AiB5LV%jc#ECg%W+YT;Cns!s4$WQdBIe`eah;SPw`f!|qai zbWyW&RN;}|5F-1D^`#S3EDIyq3}*c!72~V0KsIRoD>a2|HxtAa(#}?40a!LxMXJHz z&LFfz(;}$ApegH>Ni`WRu7NR-$)w7x5T==qIRnD23zoc-)4rQYQ?;A-O1PSBId{>dg|6Cnofr;BNE#w(cNV7+=nIq_w|0BB2JcuPos2fQhHwsHu5F#7qOVh>{;tF$1 z`{S=ems!_S9Q}51!eC1+5Cl(SAe0NJ2ux|jt=Nzq?q>5<*k*=|1jmg8u?Q-F5?dG8 zQie5$ntKOYncY+tRE$qY=!MR^0eZkCxSSU4RB5Ik(85NWS@Z5=JRZ&{Q9|NxdZ4py)vnpCAgL5 zcXP&v`z?VTT>W&?`Yrtk_b7S{AQPn=!SEY_j`5t#LE$pgLD^eh#qjcHe z@qo$Vrcuo^tL_^+ld<@VzuZPsHVfo$6&b4iZb6;Te>{>yk8{zR+=Ra@*5av6Cqm;< z&InFz7yaG(;a%K<1wo@kw!CK3km1*o#u;$f$Jnz)D9^c`Iw~|gwv=JvHO>wp)?;y9 zqL$2ZXWX#6xr-A!B?t`m+Rd*{bFpIu?|;_$yhkvWxuEySBo3cq3)W{N10|~Wr|Sy5 zmyKwlR}|~NY42~&RnU7Wp;i+OM41(C&q(A0mxTJbZ0>zTJsl$8F`Jp*MCc*q zNFo%)a*F#+t5CcAx$x~P2l~DZrk{rKlA!C(q}gz0S1Is`;WY*F4@Br^;n<~~+te8{ z+&h-2qvbBtl(`*WZh8TZ184hflleG(Pj7yJDpVvCtwCu~PMzUq;zoo{v9A;SdB9@W zB@@VJ1c~RXBKN)znze#b36@Em= za*Av3MiDPh#@Nt_K)zW3=vZF zGCf#77^pcVUP^r`L#T&x9&Rv${mLbQN%^tD@F@Ri0Q@85URjUWpdxMTjV^VUJ@Ule z5jmYf<$4o)bZa+!HL#!#oLml0&5Xlq!1_N?N{}$RUVI$opeHOD3p5FW3eG-pir@2=6Y1Fc5ixb454efe)hOl$hl=wHbFMqwQ zw0%x6`eY%E3^u=r2R6@{)_anY_U2Z!+HZAr`*W>AWM4CEptx?^%;=fz%yTJ_59b~t zNa<>pk79#5XZ>iUrBB2a9wOl#K`^%_>1=8R zdSNp1L@#N3Uhkg-q<`+Rx;v zK;A7Cu>qd7Zz|0jemTVlmS@V#zFw|5+LLZvDr^UPon*ghx$1UC^}c*9>Fcky+xeKS zE}&iAvyjf+gc(tiN9ycnrzi;s+q!6kLt+|{ZnspR3tYCgLeS!}s;#)n)zim) zajHV?Ib;XyV#~K~9rTiut=>|(3|+X)mK~==bs1(AbWWm7C-5F*_3HJjAX=du2}t{v zMy%2)l?x|=*nRtTb|gOUG~TzmnP8qjJdK&ZLxdDe2}jrA67_yMj2Fj^1U!3$da`4Y z#|{%XTo*Xkp?iS+@jCdmYHr}WU_V#t%!G#4_@$IE9GJ6F6X3vvy}(vD*ux|0j?$?@ z6G)a!4i$A}@7G&t!azOfDz6f*-w3C)g`cq_LOW+cE3e^s9N{e8Blp4LhV`lUOJXUH z?BM5~s1eM?3GUe~>?1L%*;3q9i2jf2Evz{wnl`O!kg^e&19C7kUp#0qxfvUXU1o>R ziEyyxvMh$1225~<;zxp|X4rRlX+4wv`-VDs~Q7#7(4p}RgqPqfljZoYe#+|RvP@1L( z`nuLpGKh6>;6gjSxqK^Jw7G3HahiiHaez!Q%OAB;*052kh9?J$QVE*STIH`Z9r58K zn}&u81((VN*hyg&yOyxC5bIsC-Q31ZkLe(WBG$dE*D*BVMml}nHe^?Yy|YW~grLd( z-JIM>uS^hbAz*j$3`FByF>wu5nao}?6<8Q3^7^$~crqzUG>w9l72}g6AZrQt+@2y> zBZL#0j?|fsp@PE2RH;CLl-mM>%wL5YKw7rqw^B4Ap{#I7D4SDvl}Ir-Y*P)LeFZIxF#UQ>3GjZ z@`0vIMH0m_Tjoh2Y`wa}oc8PI%DXzkryWmdUd0JR6RocjVdg<(jk~#Bys*3Ey|&kc zrh{lTfoi!IMBRGtN@r3o_+(4e+hkJawg?CbqBWtD*{~#uhL@S-@j4WwO<8}q11R|V zJ+cxPm1tBh3kZ=3<+faaVA{Y@LYW~NN>ngyB^r$sU5yYWGKu8OO^w?()^dAb@l|_( zC}+R*iNy245nX}`HrZ@BET{Xe(u38N^2n_s`&7tJ_Y)-IGkeJ=*&SrVPe_LA?&M@D zov=OGl$#a&QswdmF)-7>PG7TiQ{!65ArHBA2Pf3U!*vT|;HZ%;*q z_%W6~FY79ky=33PbnwfN@fYuC7^4;D`S+&Nooodsh9#qC`@1hV8rl^sc9FB1D%_%2 zu}uv|_|N}J-U8=1gnQ`+`~(=;BlttH!@EXDuk$YXz&*ld!quYhv+0Pf?Lb?T9`JN2 zf1l&RxTUNtZGpf?F1r$nO^y6;Unn+G`kTrrzZLkDHlq#RAzSd*b&%Yyi3_ZZ3(PrU zXJsxaX7*B9S5!DEVj=G5yj>Eu6_M8*9OC_25zYDfX;SvSpy;}P_R(qK)8p-36v7-F zOdUnC`=ho64W@XpJJ;@9;<{84V)8-oq5%NGAG=As1*EhbkO-;s6J49X6RJt4^N1HVvj5#m{Oo3X%6IouQ)?nY+em6F9!1 ze>N{k?+fCDi>8*rne1g=#0^w)P0;7eyN$uIl`z-LS{d!BXs|_6x+-ycex2L+uy|Uf*cT@jm3>)eD;~dh6rweYI$D@z>Sii(gjtSu zC>E$lG+kvAtHRNFz1bcNcc$bTX2li!rnl&+t0c?>-Wz+6d$BB>ohNFALvSbi8{%uy z5h!*wjk4$DN5ijCYwl>gqLO*cc65)d$Y}DJG-0c+gGKt%QHt!4$A$DyxY6@C*u5Lw zgCVKj4ePV`&xU{!P>+&ffpi-f$gnMNd2^D&1W5gQV% z{g+r#*c$YkY;d?DmwUkzJ}mhU>K%Ol$3=nO%it_s5889n>=boP7b-5WVYYZHLxh6a z&3Z3w_bVx+V1$h3go;6b^!U8At=nQ1D)j1s?*!yC2D#yNj8^`hy&j*Ifc@8yF2xEaH(Jh1vwAM}Aska8;Sm#3noYp~xz_kQ9) zl@mW&COFP;(AUwt(3Dk)m|{!NqU#8xwNYfllz#=^c{^Wp zv2{D|6wz+6(EZL>FER7L@4lSM@7ZfdWuQFYJP$N97?xc#*4jAYEQEKI=^!m$X*7+f zZ_`{Z4;nUnf-J1n)w8G^oOxEZX;=y0>i(^TFxW9Y(5t9w8g!)DS0TiQOx4-AaTkKb z9=(K~SC&#s7p@smHgqV$FMkjtLeT>c9r@rwl}DF5FmqY;XHCPn&C`~`k$6AU-u*kD zStsX@H4&|FLOq$gbJ!|9Vvt2~;0qCI>Ak#WO3;7NQ`ZNd-5sg?Qv0ImXMqw!-k0#A zD^IW7bMr6{3~p#nGMat-(ENCQgN{Hsz%*;sSeb;szj-*r1STw|0_)TWw-v4zM5xz> z`}B7-tr_1kxMGqi8mSB$b?pt!bE0*52123K5VP@gDfc5UTCsLhX+y7mU}YJ7w1jAl zc>bJcc-;5cO^5#x=Nfj9{U`Uyq2WzSWWOaFI5{e02=UjvMirmt`;lGr%T1nEjrNg= z{N1-(jYY$SI6C`=XXS1B$t$d6gDzG7zXM$#@d?69t-?fCSoZcgh?4}|vJfH=XhE`#HHToi%&`2s(Fp9+*m zY04zMzjsWtTo>3drBoTo^}Z7cHvY@^TYq^EHy96&RkwNGGZ_m9Ph~sub1P_A4RxZ<rLSK9?P)59i}CDNH!^oU1W`mPP^KHvNiaQb+Vnf=IX)hVb@> zh8i-;C zvb?z_CAg!KS~<9yKcJdv=8g1xt80+(O@x~J`(qC-sc&0z4Uxe(CHA*9&y!yHSB_#c z^}r$zuJ@m~8SQd7;K}`E_Z`BvECv^AtU*{2Rolw^_+h$Zl0h#jY#ZiA-(pc)Gacv5 z7jks3@zt=Q*+CoiPT@Zm2h*o^&G15Vr(pV0l~Wqk!N*_qo)0%oo!gbj`R5C_W`Ik$ zf194rSEk=o5e)m@`6f!mjb8*<>AlEwlCJ(VV(8BD{%Pt~xvX~W6m0fWa{M{op5rpG z6=vuXnHi8S(i5w3R>RR|dM6I;W-WM%%-9@%*~&BumA-_cO}Bv04(hfBZ3$KB-@GOz zSG}Kq>D?H`!M%STnYp2hXg_zNdiot$WAWR!w@<-qP_%cF;m&BVY8Ku3S(#?B zA>qbT%G<=+gtw)9xYUhcw=vprOQG%QGlCZ&Wysol3MV-1 zq-!@Ed_b17D4R9k$bWr9v7G0%npov&KpR3v1%U5>P!OYJYlrWJ9UnUKBB z(m{TUJ-GLl>$%%uxEE6xMqH+cdnexu)t|yt8+)j$IlDESHDxyak4bHV?CF@&rhtYh zvHS6}=X6-cuDTpV_Bq39f`h#L=8_DZR}kzs^yyz7klmgLX#+@8gYJR0&Dz6+yriqB zXYeAv(;GL?+n{eAGGD5Q>$Mc=y^6D=`iGhy-JM5C*5uUN%Pf;3lvSs@!>HW!?sZK< zOW`5sOz-!L!mA&0nJ!ql?|nWWwIN7#azU@AUa)2VM{Zzyfs^SP;`;Bw+1Qw;IUxqB z?_;rsWLjCJJD#yKrt%jjT1zqO^h7AZz0{6*U+DB%k@>z)rdNJ0@4tQq9Vhk2ZQ1>PugB(Xtc! zjhs_Sn``AYul%@gZ|w5cTyOcj{jK^a?cTfm)AKe6T@Bl!pC&Wkeu?9M7m8x1-)2QStI z^3#N@Pq`bjuUGE;h(G0Z5h5h4ndtAp@-CP?htM~~b*5Nqq@IhGx!>N+p0HI(t?t5g#26xO!ScthmhBb=zeaO zk0*46oEZoq%&_P06=KPKsBx!>s~p2k}_LTC-_8$ul*&*cklO)Z``u- zbr;tZ@6SP9*^=Kd9WNQLNe_I*sPwtEU0_ZJ`7X{_Whgk^)vN}&uZ3u>{x&W;*LtJ) z8nw&A>(Xmp&E9qmw8+_pwn)?Q=)|*u9_N=5zx9I)tlW05??8jVUD;oB{F(y3;UXGF zDyw@k+;-qoNW#yCb;ZE9h~@%q=;&}5S6L9=G7%vUdCc4tX!e*h;~4C;4N^qtt~%Sli99MZ zYsh%=Iz+oV==TN0O@kQkm(M9TpL4YpF?kKn6vkiJNWcF)m~McKijYd9z%(s#6j~e& zhnCM`lXmH3mC=*2Xu>xmmCx_;k!Z{}r@c`7hvVa;Q!7rJD<$DSu8aEYexN_GjFTDS zoUMODgevlh(8~hUlnJO4#-E`^?LJx0teUrl)<(!XM6eyTSbHNsvwF6#NM zXIK2V!`s4}rN#71eghtl1osxel@g|DC2VKE06%wT2>!{hg{&!y`T32&D*ccgQ*s6y zXdpuWfwLMi|h7ud#dmo6vbWzwMRQVv*U|;cERhR&qhN-Hn$Th=L zwYuB9IC?uSo1y_(i^RdiFZ=}526covwb;2G@-)m94*mNyf(b}D)OyN`@lHhTq0Z6Q zQ-t=fJ^^zT`#mR7vN~3LkqoV+gmI}XLfPiq&J%3+!|LJsK`6`V+ADQ~`pIE(G@v;O z%P=gQLae{;vWmKgK716Ptq1lkIytC%*-~#v zAEAyGkL?253EeGMK=H<~%{dz_0}oYweBbn!qvCX$hqwOL$H1F7+bERH{2Usw*QvYr zVeM9#p+1?u!*j>=!yGwQpbRKNTtpoiKiy(h|8`$TfxYMJ1J7#|4>}f#%O<7a7Nc09uP@#!wAxBM(aH|#%P%K5XmczsJ{c~NV4G@lr}+5}0OPLB$_t3&Cq**uIh3wwcTOqv$hTbZU-$TWys^apzm|`?@~Mn8GfLf?_Fs)@bvvmccka}I&-;Xi%0Fex~m2i85bHV8n>m;szvuL zp5{FWC|CG}o#sxLWL}dBuJ;XJbhv(teRp0QJ zJcZHgHyfiJg5S39954y7!RV{Ij@tTeiat7lD2K#LU9nDOGvS8+|xxxD8}9VI0AlQ_|P z2F3SsqV4oMJQzb%9%i)qxoy9}7Q7uUkc~s$1L490Ob5=4{(ktweavK{eg-}-Q7bZr znDw?<`rb)~+m@GJd-iyfFROB}NPtY=$6?vg^ zJyHK|^SkhA{sl`vN%W?`CYQya6ysO|*mgb$FqeVp+hB9AD3+!5@*LKyhz8sd5Oz`e-qN<49WI^ImT4}p-F9^Wr1_JK?>JuD zLf)Tz&Di6r7I(vfu>heDZie@K9`6V58eTIPk8DH8HdU8Z2PLgvR_~#9E^!_UxL7{^ zjHN(Nzp2OnUR9pM>Dx1(m97*VO1Y*Ix3I}Uft!k|BFfM z_CHcp?=Pqnp>?7kYx#;lYZWSrs6XrH$wx_GeLr8}zLfXT#b$?3=i2vcpKZFN^W=10 zbWDO%3~uY(W&U%eE0{hjH4Ypb7zm4lt7vXo583{&@r8ES9h>cHV5)0+`?VWuS`vFw zcGdM`)@`R(9F#pz=!R=zYa9>D^N!YnG$=V)vbot@oQ! zCn>u_p{H+3NP*J^7eP;jsw-0$o`4s8umTW9w>t9(aC~13S_tJTy;ttkM~_LOEZ><$ z&&L0;+rIN;-*d?~r~irG{Oo;JZL*%IDu3%d-}(=?B0g`s<6|2xdgksA*@r692KGYQ z_g_h_P1q6RD`fFqRA{MKY4Gvu?ZMA8YorP%iZs7?aMjaBy0R&`FQ@u=+|!j6PNyF0 nZTHXr@xeaoss0{o+j*}0HnTKe*eQQ)bBW+}f3uZW{@(-u6pe>w literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_37.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_37.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90c96af5d4a0fe5c10d3b8c3fe4362647388fb26 GIT binary patch literal 14906 zcmbVyc|6qL|L=P&*$Gp2D%;39nXECYkDZvI5=v3F5|RorBrRi^WM493Y=xq+D=NEe zgA%eYS+noPJyW0W=llKs?)~H5%VQSjyw2;qmgj3Z$9u15ZwT6Nq-UrH!C(*s1HaH- zA9NaG-nWlwA0smp6B7#yGb=lsgPo0yU4Vy|3oarkCMqH*EPO~pLHf`UIdNfOgsP03 z5)y?%iAk$#sU16^po}_3V*+DgVPR)u=jY(yKXzF7@Uj2rpS@~`n;E7<7f25~0?~29 z=(%BgHINvPlM(j&2m1R5Mn})UxQ~gMg_R8u6zzxTVD$8K4D^hQ3=DwUAIw7x+>AVj zktg@@Vy-Y9@q`}>ihRi|eyZT(0c^*DgtGmu2P~`y`S=9{C8eYhGDlIzRaDi~HBSGf ztEX>ZXk=k|_S|`^3)T)-uQ@t7ySRGY_P%rXo{w+v!;nXhpFG7skBW|ojf+o6OiL$a zWM*aOyefQ0E-Ef5Ei3=@xu&+RzM-*+(%IGh^;^&P-rR>miUZR_jbLoD!bT_l&aI!74N=I>KpI$HY_|FvL_mpX2 zcr=W&*R)8x$&~g*rK=C|U1$GXy4&v=8o&P%s*3jwV@FIoY{~Cw_ z8%F(^QTb9I17s+m^ z%y<6L>+bZjhr=1VQ3Jrj^(!V_cKE$!MN3Ty(R@lfAYWPnoMIHt_dMZ53F?* z=H4LDd~!{ysh~JK+Ljf#=$s0TgWWa2J=!g8=sZ|m0DJ-FWK_<+06T+)7_cxMZ1~~d zy#6&*+@x|gJo?6eE(Cu1H`BT%6^w^0SpBzH(Md;JfrtNVYpJGph0ii*?Eml@m7Sx} z8~%~Y^$!bRw?9MsnrO=Q(bS+>2&}>9oCIf`|?YL_+ zM9z`=EC5?zNU~ebT1WA3Lv{h)Mx%#*dlwK1fDPp-PZov) zn5+0Gyx2^wX(khj&6U#hc-(K656Z~5DhTY zzI+JSisstCH~z!qKYUf3^1yLjV9o zfNMaGpvg-!4{%ytuPH5bF@;&cG5}sQ=>2W6e|bZyiRe`Hj~D&{C{4S+AqsTzd^Sr0 zY}aUT;`kRv|Df+ih6l~;e>@4)r3L=)YyqTiQrI^D99Wuup!v&r8NN9EIP6Fm=8G^% z`=aPYQ#?{%>DDuvmsAk7+Ly-GA3Y zG&d6A_7RuI4*}ZUSNDGtzZvfs?+*Kquh>5nQzxoi3-Br(Uk=LBHgRwha#?1r#VJHJ zzt(i_(^s;}8{fu^cfTMfIZv=1*eN$t$OUc}{%BtU1U(1xLd4|)n`Y9|^w(Y${QY73 zH@}DRDwx)TvOc#{E?V~>dJvOr2kw`Hjf&o4-hzpvn_$8QI5xtg;C%C1dh=@=#CNk~ zxwA_&X-Yt#3;)fi7*iPGX_Z5h{SDBNsAlzgoZ{o{PQz!ioF&Z`-@u0Y|BRECeol(u zKLE>FgUP97e61N+m*;ca=eAcwtsPA*KN|dKGWd93r#W?k?oFKG`1aYn=ool)(H*Dz#}pKADXEF zLwiuw147AnTwA}``oj6+ttnVr3_f&j&2D*}X?F+yZ=%r0G75-V-L-AS&Fx?+l~sH2 z+8%`Vzzu%X{Tv+!w@=&lkK5V(xCh}F#oP<`AYv){*HGGUlkxv~D~!juWG#R8hkv-} z_sv#K&U0;VAWCmN9|^Ox`-e&TKhoH$8+z&;Rs5H@n16&(5GDa^^8Lf&-?H#={>C3{fHB5u$=^zl&< zJksYD^{d~5{P7CH*>`0Ao+12erWVYwDkxxj(&2+-n?0!Q-X8R;K)+Xh z51OpRt@i*SG~xD1YoWN!Uwpf3h=2J0?;^PTTLi=`2JhbM_BW68Ih8$Vc>ujV3yk_( zIMd&H0O2x$a5NF{clrKfjoo?=Y5Q!+&W`RMxzh{uWQeZCz-LdYeiazF%flunxL2P6 zZW6#n;k(b&RAV=12uNIAl2rN?zOClIt9y{|S+TF7j}L1jYR^%>b{0hX-_%o%Jain3 z<8gU5#$t`t)O);{%&H*TI+2N}wXYv}uinS`u1@O$jQUr1Pf^~nYfS?+OxsRQ%e6*{ z^QwBrFTDVUY__HAnoEVWkcUuv5V?082#1kZ|6F# zcog$C_Mpr_?8M30LHnUx@EVW2KwNnKbMxc-ldI>% zDDeX_9nsGe>4~~}=zOHvi@SVwony$hjIKbEYh?;c$d{F>weGj6E! zQ}4mqnrHEKi3rGdc!4g0rAU^|`-l7(E0_4B06OGq|3>kzcOR)5f7Hgk~BNIHT%sO3Gp3kABOR~6*&vPaX<=DtNB>w;O~SFx3wjK%txE`DEQZq zoG!?JAb8B;<$UzlYV5`Y(ZxWCL*JnLXYWSsK|IYbO8Iv`&QLu~wB?8rBHH(ZADl?9 zFR{z;S+Cg?QHlJC?n7>IHFWG2raY+JgQz??hSi<(RlgedAVIFD`7A=W`_hS9_PDy3 z#Y?Bi5qr?~HGf9wwNG2D%X`pFpn{;aN#j0<(<5$+Zb=* z*tfcH3vs&jTOt#hJHb0Hin;IOt@XWk^Q70EsohcARe2tR3$dTf4xTR+2{;M-xCgPg zdT(<~p!>x}&Ent(Bm4ItSL5Bmu8!Rt#dVy8EpqYpX|bQ@1N~BgDNc{_7b35F5kfE?ZOt~rkZQ#-yZ5x>8r_|hoPS@5papi*vr0v^P{eWBus6-Z> zq<**9gND`K)o+z4&!_Lm+!{dx-rxL-&E{2S4A;uglSu(ZjalKjeZLNytw-%JYEpSM z*~1D~C)b?_J9i>%&EhY-FzfB3`jpHV+)Sc<*tRc5BEqSawjb|7Pjb-1$j+0tm1^ST-y4|d zTzJ8if}SKUla}MCK6{YHBvUwQM29<=XwZs_p?StT^5eE#ytw+3%?`TtsO|NS@r_l1ncC(B&-`ek5yP^^sM7%eL@?7SAI^864d3=p>0 zfZYx5+mLW=CVNny)E>mDjugG}OK=ZzqNQ|DaE_Y2vj&UEb}?7Q4!YO~1P2G6QQ2=+ zf(jpbFUP}x4|otKCI02oV!_&VyUq2`rBs_f`bc+vv{Bt2^zfZY+rS*L!sx`=jFiIc z9j*-wO`Q8Z&hkCusbNGNZXCLiKrL_wilAS~r#M#7O*<5lQ+3W3L^X0%mAIR!CRv-$YLjZIof zt3@9@k%ZeEA;w%KaJ!W4L4=T<`i&0Yse_4}+LVXBcy&*pY2qjTlMPSxDK84prD%-? zAaj&)gP5~$vWJFc{l!il={Zl&pEFd{tr1P7$`<+1sjZH;zGBO1l!WQ}L7Gff(fOM~|dSr1f+F-Apu5teU(Ko9-TgdOcBA= z1?O9FZTf~%snUDU0o?-8D?Wm{N5mO#X-$1Fp{HI@9JfT5$UzJPr;ZuyL00IOV3Ql) z*UF#lLDfI^Am?SahV~}T`eoGPW-Uu%&T;+iOKsA-M-|Y(O4`w#c|C7zqIcA(mU~d| ziBHRla}W2RW^`BQX9WLehfdGjwz(ggYTMWVz08Yx-I+@dn_J4ix1*o&PS3Iv&5EqN2%1R zjjrIcl@RRiJqQ&3U)19f-a^PdND+e@)Qj6b)ed?hlgAT3RRtBF0NHz}U*CfesA$_^ z#w})ryJP9;w)P-;Y6|FI1al6Mmi68U=$(Te2o+@EoPOZEaT>Tet@!+AbYEiJ&K_j9 z2Mt*gN3mSou7R+%zE&+K+~OEh)yLnT%$B&Y?$BCVf8)p=w0L~VCmnSwq)l^aOt&uq+*8W7 zDrqqqq&Q!B@>G50jZO>vR>WjdU)=Tys6|#x{??r=P}>|6{GzU_NIp|KrO))BTWNnaOtUL6}7 zzr|eV>wlf1@@D<~QYIOLWK2J$Z<0;31NmjwqJ*8@VOQ^W;j@P$$DS3h+5L#(uVxDh z^q*LKi<*laXG`%}Gf3u2F*mbV0wzcG-8*%PUSv!;?5)6X57+pm z@HJzQg&$Kl;6#U_I_(xt_0h|}XyW;tauPc4jzxZrlpkTYx$;>vGK~Fx4QDrq?(b{r zZ9Q|e2HKbkCw^Z;FHgFIcI4HiJt#yQ2st8jgFZoK zaYIjnGs?uXsWrE+z2d7FeOb2T{RPGHkFaLtFM%{J4|)&Z)Q^71B4H9E95{AIG-eRM z1e{EB?bcfkcgh*mf48qQ9QJHfM{Qc!4snp#z1Hp#%EE9VI&Ozt9N8mZ#eK?tdXHap zpzMtvwYdNUzB8zOE)>*=p-SXfa*8Hp{EAnQvCz3o+{!cK^2i&9IW!s~HDWJTl|zC0 zTC(krVlHb~*KbX5mxG7p zB}0k3qMzRL|4h8@O+LLrTqIFHcPd9Zzd(M}LZf}b(jh+60{3Ba|6#L*tk0zHPh-|d zPfpVjcsTEUY!I{lg)2Y}Zm!yW0X65yPhZ!_&?_I?2Hh9aV?tUbbLHOZ_YBpOfph99 zZW2LvPV%Twt^Udi^TYo_7v4Zm_TvWicU*9Vxt`Q?&@`Y&fkjj9q12eHZnu4*42B46IVuH=D5->;Uf(2x%nwRhj1rQojgh;2F!u79UV$ap&mdAwa^vFw~_ zmLnu|a%vT|Qt(cPwXcS&@Rn>j^<(F{I`>WC^tbc&pjyjkKkpb%Jarq1VsN|G zU&%c5<^4prQo@dW2;#SP2Q;lAVQgUBKFgCbR|01P9ogv^N8(2aMvaDA0v=VpNi z%+WEDB?q3G%)`%nJ@{hui9Zh%514r5w|LtW;^LbBrJf|>Y7SJJ*Hcs_Twwl}b} z4uAjj4#4x3_7%zyn}?>yT-(gWt`w2t$P(0ZYV_cSzPt{9tXVz$LP(pIpd6RPOZl|k z!UI^!+Xk^+-+>dC=N3mve3Uxo-pf zy*XpX@z6e?r{(~?kQR&fhm{K<9gif+&LoEa8bzWOy#fl9Ggd#V=)lHC-%v`>!=eOg z0M`g{*Y|8Y_er_{PINHfp+Mjsn_g@F=t!ZD* zJ>UAOxEhC4?5?$psu8sHY3VHxiRRT2jCL%W+PRoj|4FV;>@xJ~*uC$@vyU2|YOx)c z4f-|__KkBuv5O?3@5U2jpEWN1vd*{r&ex*mut-_NR0w2#P>cS!Q2*(J_Zuws7#hd6=f1SLNvTxv>x^wWV49EFHRf)CZkB}2ordHyZxnYtkiFD-j$BTTz-dcx zDw7+I$v*Y-Q#+7|NE`5dd&aDtu$Y}y8S49DwzT08ZY!Ip?3AZBa_CR;E^eX!PIzcGN5_Y;x=D z!Nog?qzBT|kfy%6+UoinmDuZbjQNVQa}Sb_$+~;CrM6ha8Xx*1`M#ojRJP!b0!|o| z6$MSvZ`b`8`(-3yj z{vMPXr2DD_bI7$ZjhWCoH#EdMX9zYu!la zHM1;>i`(SMui$QVo8(^;8$Cnq4<_`t1rM@OkM~ZM#|69R)#NBdirq2H4Aa>4IZ~WQ z&O11NJY}HGI8k~1Y6RQ^$894cT`z;TldB$a9M#a;IN~T~%OB2bXvCx;Fjdr4-|8g=qW0>la9wqd_= zdna3-Pn|zeJaQg=DJJao(l1_0My%i2`Lm%~eA~WX){?YSE@WK1)e!;3Np~YJ*_XeV zZV>Vijy1D^oe;mZu=`<2mIMX%CXaT4k@HVvR4#OArTqm1l}ExV&T1Y64-) zAQ`djBZ7NnvBfZa-P^_aXruhB;cXvFcE@8)U;GW3#GZe%$(%uRcpo`v124IMH9-JB z+3r;eD(7+1^^>b=)7LieI5^HiVuNtTc0Q&~%fWr&<$e7OC8jyMjZs|4-QpC!1-%~KDQUdPlW^k5RZPg798=W|r zxu3b5A3dwOao)~*A?Y*awUA>)@hz`XBU`SIuZdL~x;YBVSu;wd^y3$X`-nA;Q7_5` zPd$%aGXA;;jbW+%omG=lxL;9JcvWAbCph>~^><{MFbiB^t+@GshGhcBYf#?6__U*gsgBKao;M2lq?PvnyTzHwO9fMIS2jnHX}< zR0n7s?KXIy&@88AwPSvLtcKb_)>07PnM$`P6hAU?!vA_UdE@SI-)sAvyON(d1r3~p z1BCGj+6R9!YhO^b+B@a}KjXLJ=@PI#rdUfSOgXTGo`|ATZj ziByJNlEQ@@5FcM1ji@qH0xfrVE-0==gxzf%^=N1a!Mx?b_~?jszR*Nbq4;-U+-%qA zqAXTyY1{?egW$sX*hF7|Q{t69h)od-OeAZz-*k-EJ$wXPADB|f;Hn+ovu7)iscM=wJcxybBCI)moJH-ik zklRGqSH&F(^Ob|0Vwvc=GW6UVp1<}W)O__46s{bhd7$l$E3|T>BXKyl@`@Mt_d5av zuOor_yGu+ZS)fBr{=JVKYQex`ppbGt|L==Z! z=pBPS$Y)$e*hyk?CA%i~IaJsewn!z@Z`voXHw%szXRq4JYK&UE8>{$h@;g1|_P$pF zFX9te8#FG@pF-=Hf}6;A)%Zo;^>2ju?UAzeuW7~^&k;STVflmQEN#|y#nY;C97Um! zFAs^(7NlG6@bcIvjdxM2=+Uzi<(A$$mB(TmZ^qYed_57nRUlAShVM3`zaQkac~-yV ztzDwOkzu^I)u{Ro%SgT*m6BrZR=>N7NvdG38XYuaZ(hIT!t!I@($n&omW(r9^R%ku zkC$FI-mE{T!O=tS`I8lZ>t$cEzhTV8i@F$5A*ZQhBP9~qY*-)EqQvVLWEUvFXcr@VKn zt$}BW->aMSGs*bPDR+haS8htux2wa2W|Al8l%2l$WW7|;a<@$SnD|;u(cnYjv#^`t zX9L&khRh~yyC;G(KTOFf+`ONUcY1o#Vd}H+dET|{N(7&B;CuAFdl`Z;8@6nHfy&7~ zdDP=P87wy=%B^Ni<;7K(zb$KU&4xZW^DQi>zxXIJ)7I&6DEikqv9*|Ac16Z*+m;Wg zvr6vTr~Hi_)2CNjW0FQH-juGG^410%UYLn=N6GQu?yV%?V#{kc>T{X9&xAX-McB38 z5CalC*@Iku#I~gjW*nW4dtzwwX!mFr&-Zt+nKE7XDG%MJ+#88HE>(ON`V}%VpS-J9 zDjp_ceS(t%b2+_leO`_#}@Dr#`U@c0qv*h}%UlU7aPs_nlr5=L^S zT5uL7Q*nXxW5_lWFQZt&hbAJ2W0-$_4m)=>K)lPrG-$NW>&xY?^jhE4(c4xlOSNX* z=|5he`_7iv21uJZ_(o9~OH4ug|Tk#U@3t83}%`H>8;;cn`%lk&AAsIJ{2qa@qwYX*1(%B5er^$Hfm~e=svJHsV;pjluzI7fO3tw`CPliR z^x79+axL4|WobT$`l>(JhTGM18dp|&{kD9^)hExiAN%vs3yK&y_amjz1DC+L?9#Ka zgFo8N4z10ZR4h~mnZ$OAN4!*t8SRU*^6G87F7@5vUXLh?SVO1DIn8+Q3r^u!%_r+A zL2<<9_huZg4Coq9g#P5c#WiWme)m@TgF!VY!gmc^TYN40I>z~W;-J_MaM$i>HJv!X zpMY-^59(T|Ie)NpvLoqCqXu|rh3wL^RmH+zSfVvv!;Um1=9lih2z<%V32T&$s zx3kABrM>`1iwB-tR5)s_H6#96PlJ#Wj=L-1?735;LTqZ&I+9i37C+{cc!~$_bLI6* zKN@yTA!E5UY_O1AaL_WdP|nIGE*1i)SH_c znpN$%aM_UXi5Foe&y7X7V5i2!vPaVWK5?Hi+Bfh~?Rd+FB5*?tkoO@Rd9z41|4PV{ zRf8q8hJvOL#a1nRp1D!j!3(x|v)1Z*t?lOXdVaBi8#ra#4a)I^*7| zHp^PwA7G!4HZOBk)8ULjg)5wi#Y9Lup=aqWGZx`G69|#2!OQ5nch8NPiTk>~q;FJG zl($&Rc1t61^_fZ6xpKrkcQ#P@nw)&SMLl9p?+)8+JiHpbks@Pr=4+PT^N}m8oEc+~ z1C`!#;_GpiP{*k*)rI<{pt)LXmeN~0 z4o_&>Jnc~xy&lLlPCXElsH`Ixo{ze*2VH$vT*A@*>e}PccIsK{i`H9??BB3-YMa`2 z0{P&{tfpPOI-D(1E~;3^c+Q3u(vMmdaDg&x zUlR+96N5QMDl?_g&Zny8ti>UB&Dpb|J!B*GV< z>ytU%4nLYdS05+M{sH{MC@5bM&YshtrWGy=tMVHzHhG^u4{qe$zAfa+TzSqXbM%1w zDcMW)H9XZ1G((Q14k@9P#J=X+x|W|EVSI7*%6zH#YPz}l&w0sEnAlNtNZElqBACdt zryIHZSw0JkHKnJ>(zjH`39MXYz-i=-hrP&GLRTVpa{4(VWzqxlw8RsrQX87zOP0}ud3&BxKCWF zu$eyU-EFp5!^J<;S(g}7r*~s# zop#?)-}8xtCERX)V!*TM?3s+hqfI8#pQb$#X|Gqoy{{lN;2#lENy?|RtZJ#5tsPwJ z4}_^#Da9q(;FLrNFQZPwc4bu)HP=ZDowlaxUpfsB??G;|+>A(golIO2dQK^VmREL@j^jp<1|oG`)en zeH^@Wl`b}Lzq}?qnjDDun30Zx;!`OT&)Vs*VA7n9RZS`wua-&=F9kq?GDs*ggwcgV zsgzFVRK_2MiKk6b)d4POK_d+c%sD*~qXSJA$)f_`WC%;a3jq#94hq2*C zJB)%i!RWwH{gfdL{;~i(+CB;>k&cQsr<;gE32K-_90H__86CzGMnl0BYEu=Fn}P&5 z8Rn|F9(KRorjfdGddogfo|-ay;)kkeh9tVFFq^b*=hjBR$>mcW+uHLuaSMgG^ou3) zjz5yGcHLI3QJ z8K{I6U>>aF17`^J(328%_q{+S&=Y}zqCv1+mV}c*)SRJ5UFKYQC<(8`ItGdi1e>iR4M!!vqZD*8+Bt^1QS5hHtJ5ws)jcMVBo5OnJ5)rkKFadeh^mEk?1&W()pJ2M~hGn*%JsS zgGi;rgI5?vSBWn}phZeXhjb`|4q%XPF`e#t92|;Ir+Z<*NY6_bPM$W>k(AVkT1=&j z;L1CUazNGa!%H*h!tkeg;bgKoOcw(8#?~@q8m<5^!8^8{4uiKot;2#>0{Di>Xf7Mq z!XYkK^>n=2dMZ825wGN*4K=Kw$}*GjFci()--_T6xh%6I5xNWaGz4ZMV;v*NP^GyG zq6LDJqsdURIU+5P9rP*SSjlAw#8ErCjElySx&uC z+FejccE3!t1*|ql)iDV$ElUHdpE1Hc^_-z}ZE}2z0s{Def-zxC!<#cAp>({hV-!3P z0meV3LYOG<&?r#C7EAFmu&3Nf3&TUohKZaqYFSrU&E88&TYF#zf}ZSi@z9lLqC8_l z*@tl(CqjtyLf(+jR0xlWbp-abV;)l_t=LzF7xVgAc5KnDPtsv z%@}WFOX0@=kVCdXhPCi$h#c*ui-e^;kM;+i){#nP%9CfehqMsF*bW1RG#dLTV*?-r zEz3>m0_f{Xxj4g|TO{F7m9?^=E+jyk$pCd!S%_i|>7f#ioB zv``1>IH6X-c?7^99e+#H zyoV@5SZq5i(zq4{Vu=FG4Ov^?1isZoy>I~#gzg&I{`Q}XOBvj0AW)=MijNZ3p~Lh$ z1L;c2gH&`oEl|YJaHFFw4_J{@E6fU6o7E9Mg>9R|^icue7Xr^zY;?3h5QX9x)=tj| zQpkZ*kh1Xx7Gpqu)o~Py*2q_`b;et8>C;&^4^rScxDY1b39e&XjT^+g#t;)5f5>|$&Wy;m;-Kb>ggbY#G1Nqo-R)Pm#zR^ zASYrZg6!}$kgE=_1f+;f3No&xHDYnv(a|-a2D93lYqEd@FlTHa2gl&e>Od5prqu%M z&9pFcSd?L+MUa6@NC-S(1#TZmW_(DGT0rU{Pm&<#hSZfIEF(yCWozkRPkMEdL|M8mPJJRE!(2?I6icOGgH zri>1R`LzR7(mKb#U$#ImNsx3G2ci-YuzRFxFmA0pXGn=dL7r2FK_}r!{w3Nk~GF)(2? z8O%r_CQ(jsNYDhYoM_SxGj5ep)>Yz7v^FP~lIX5tgAIc~Hio349l=&GXPS(pT7X8H z;;e`X(Bh<;(~U$pPwAOL0vR)gAYH1hq+&pFG(x1>PvDJY0x`ykMmh?JYEp}$H3JCu ziMR}bRC{bYr*kz8Je3_pSJ1N5Dq4foTuVE)Ldn2BXwdo65LC;bhQADypp5xaU^31- z;CH{dGe|2zPjv-InJ{BRW1t>rYC80o^2EXqu^L$$(QJ8{AINx!9qR>hf;1eYt#&>- zPo1>q@%i%bXh(3y+HoF9G=*DT_Rr1$wqd?0Q;orcO!(+o;$7>Ty$}r?&+s1>m2J=H( zSWq9h>cTLFI;<{;^do@>@kZ7_xX98}M$$x5W5&KfktpNDo6f0Bn8ced&QOa$S`_}W zCJO6;XjmoDbtD>rB2X(0Pk@`#QLq$qpsg;X;Gcuo0c{{;jR0XJ4^IH;X%+(};26Ue gNCQtR2bY{lse+Jt#z&GANS7TOm`FWm`n~V}3!#ZfbN~PV literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_38.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_38.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffbafd7e04c97170015f7bec90973f4eaac81b63 GIT binary patch literal 16298 zcmbWe2{_c>`!M{m@1%xonWUIO3X`3ozV>wpS;`hhk!+=fA(gUbD-9uI%@)}ylr6H2 zEmX2+&A!fz_e_0%zxV&X*ZW-8`#jTSmUHfN@8`bnbDvKKUk`plhxE1ev>_TA2%-W1 zpo3B90>sS7$i&FN%*4dR!otkT4&z{FV`Jw(e1r>jOaLx?Oh8EJ_(^H;<0qsRn&VNafh$HgZkK7Wz)5}!fH z%*xKm&3jY&uB^PGvZ}h~z0?i*7EOp?|%;?{l(s)nkLPb=${D^!Hy&!hf+><~Z zh^MY8qv53Dbq6yl|En3_AUk#L zC@?i}Q>xym4g>6`)ezw+_P@}))qfl#VgMmKEojV9FU~rha zKmI!nm=tQztcZ63l!i@`sOF$5;tw3ve2)KOq}t<;?$tkOe=`1K+%!k3!v5&@lOA=O zQN05375iUJOEUmR$lHSJ%L_=;3nKq0mgCuTlT!r04&z;9oz|1R_y|`QrrT>g}pE0N!1GAVxYyIwHg#>^~g%2C#vB4OG$r zJP&w$$@IS29Y4Sl(esb?fLD!B*HHZtxPLxiA9GXrbVk&J%x1o#>xu0;Z!vE#CJ|tE zO1c%8(yV5_jPZ6Y;C0eS8LdwV5x@)VFyYcdnYM_vdGJl?QM(o}g}*$aS*Wr70D zR|0G|G$FKOi_np`s*RZ8G~+rm65p|v&qsjyG9m2&Z~1(gqdI4O5=k|xH6a9pSTVM&CW4>#|=zk7JJCxXVWUkE*ju<8Eer)yvK9O&W_==ci(r$+&> z-d}_fAyhhB`B&`A#b0PO079jIRu(Z_PVM*D%2&59r@~i&c#=l73~Mb29=9;ly*DMP zPV(#v~7*X3WiLWhsCJJ+9D)o{btJuhmnrq`2eO z+y7#T2t)QxL|Q2vKrAgU4j|Q{`rnBM&_wP5^l(=H07|v8-~M<2tzNXV%h3y$u^S?Z z+gOp-Y7U?eM-QNI0_8}dB<0R!+!)&*YE#OFnDCkUaTOwNHgSl&@`qZgJDN&u$9|RY zl1YRJsL26p%du2y2hi`Y2ao`IT#bmHO&lZd!zXoQIWJ@buXUyzSrP@f51_FU3JUiT zM>v4GRqFS*&@Itdg~Ch#H}xbb4mjn`_y2%2_SVn7`Y)1PfW)4{%NYd-EdxS5fRM?~ zC1nNDdffq3e}ROZ(QNZqB=B_LK7ORGoF(tUC-n{>HZCn7`R)4c*#oGU%FY{r$$-Ku z4=|~3A3)nvxF{4!uXjyn_}r1-Q^f}m4;88iKo=tuVKJVdw_e&c*yyQGGR! zP4@kNatV;;^i*4h6jW-2@S>KWIr zKA2NgPChJJn5XwHy(828m+9r4@R%w%wKUfesFH-1j-iF zkh;1-iaLW0Tjc*$Mey|QA!)sJ-ru+Gxtso-%wT;0Jqpdh-TF--9YCA&34J0&?7Vz$ zMRmw3(*^NZKeaDnF*}z8guRoCi{sqaizc=_<|@MFhZH}k_1G4?D;{J#fLL*0`!JEn zz{i5%B*e_+=EdP2PnZW!u&Vd?+MPP@%?BnFu~%SsREE{h0y;lc(?~`_9aTPZps*>A;5*-eA*4S-_b8a z?=gSc1H20@R8?E&fq?2({M1i}Um&r5;w#0kekJx-{l?)6upb^oJ50NfLH&W>3Dvnj zXb2lg%v3Ac#qWmS9_-#9G31?WK2Vd-;@1O*|{!8O6Ac3@;AAW3!ZQEo=>>I+@2hhJ? z8;?7JteIM>Jt@%`maCNY4U~7(O!ciS`FTVLFG$w4&!aj(Edt7<7e2k!*eY%iM9p2? zWy|cigx1}_hK<_AtA0L!W(h&A)m}RW>Bk&vT1{%)(^it24uobcqZ=XCh zrroS&OvqcLPO;qssBWy#N4%A{A$Hm%tx%jKZaE&jc0+zLPKJV_6k6>$y87?WP*%zA z3Z3N1U4f|sXk4-U`2BZz2M`t)k{1@~sn>YRd{hFA8_W;jvU%MMKG>V@3K*>&K+mox z3(J&^#i&ff1I8bt4T)R=*1tzw;)O^JLicWU&;5vbGr%U7HFlad#0)b*EMLbk|BDH-xNUn78bo@*IRUO~42@|>3b z!hWfRR2LDxcL0^!Rju|5O$+(9wku5}15fO?yC1bV`iK0$o!^wPS)Ei$4A9zUe!RN! zgH#za@<7t=t{`RS09xqXw0Z67|KZ-A9u+EgJ(*~-zir`+vOR^2+qxKNnQQ&ZKIKOoZp@y1%|!9V@Q2rPp|h5vAXKDq7Hm)&&$y@Fd5epR~af5jOngMwo< zk$G=ZEx(!|G$H>}=zdQ8Zl6iy(mEx>4p)QTd83|x$*xrS_qqBych$kobDz2RM%`u} z*xf?_v~M&g1=(@ARpR7EYI5Av{~r2W2QyQdNBH7pZdbkfDq69!x_cj_weai%=%YIp zJw1ZkpTeyIom4tZ#}54VGT+5i?WMI>Yfjo4`+6x{QOERAfThrd@ReknTb0R_U65wr z7xSqMC%^CH-$p0;;8yS>>&bU?RPPgV$eRYhgs*Z)`<(~S{TPZw%o~eEp;G07{mN-= z+z(QIygmPDitC6;5EDpZ#=tY$hv>+{SL#-jabtjuV!%fK)IG|@8^Q-rqEA?hCAlz* zbP=$aw(|1AkKw($Tog&txU-0e!i+r0r}a!Y`&Le3L;4ru*hWD4fXmgU-Syz8h95A z7r7Kpx{TT(4hh-Hpf@`J1;TtHUE(Wk+z1)zOBtH8D-9s_E1tnFzWSKWHCs23qNCvAxI^1lWK9};uk-7T>@M8C!&@PAT_kjyLWmmLBz94`~4q` zUq*r*y#op$o0zhbQXoHkgVQ~v@G^Jv+pRb8S8$| z#0_dtp>t=aIT{@L4Y!xO#TR`5Jt_FyQhc94JE4L8fjZ{2vso2S**j-f5yu!b=)EDn zXLhGX1EB8)j6D+m#67mkCfhT(37wVBX*htg3k}HCxw!6rP&RJ9Nqa>|0b_nYNjcG! zggYbJ=*jg1=oorjr=;mN>HL>ERn0s^LtQmpkMY7=-dr&cQn>?km>tT zo3^99xJs#*r0l`Rjd1MN%8%si9F*&STuGn0RkSZ>o8njTyaNe$d&0HN1kXDD;M-X? z_WN#pnm=k4Rt6#}Ce~-k;}jS$zmA7DP&3Hb6qxm+u0t(0clyp2=>9yB6w=zx0)Kf9 zQ64og@Q_KA=@8KNLaF-Ez6h0|ZRydNF6Bw#)c*1De1>1H;P?=>gK7Ub%jWI&_Tw*y z#+N){@sSTSHuD*owQ>H!O#3Hl#a0GFA2DQqEPcBhX6mDI&-A{6gYTC*5S2l^&-fyJ zvsg%fmir&2&nis2OL|)Y!&4sP?2+lrL%}j*Jm27K?wM1&W7{Bq*u0={N1^HI&N4(e z2TY-YNm#ur3M=D4v7B*Z(m z6w~r3e=fmBGgvh%}9qE{UER(Wl9u`)% zO5!?z0x_;f6|X;xl3G4_iNIbW!{qQYq%pg&G=WXD#h6C4{g~Emvz^-}c%Aik4Y8xVwUfI&l#m8MkF)8c6p0-j{E~k-1 z@wd0H0`HhZj|=tH*NT(3sftYCjlFOr&%)=VS5h!1lX1dYuCg|PLMvHxnYGd2Sk&k4 z)5etM((Z3wT|gQo7Ka}t3Ai)UN)q|qGaNcwGTZn&wnNOJdsbM#>uR;PKA?YqwD8sg zR|EFscPc|KOeL(1P8f)7oNq`l{xoOS;ZZOpayI+6<3-`RZKn7BaRGNf>ZZzD%hx1& zrIqXZ+43sMl!$+rr1IuarnMlIGjyV=vcqwFzJ*!re9aFTFR~)^uY#%9RH5-?=svL4h}E|xY92P z&DZXenV`lC#4BC0n{ci~sx`=;C8Xe<80ZevB_++2$FEVl!cgNf>sZ+3oh2 z+{L^1_{}V^0L@b^bo0@nrb(Jh2~aLSR5OzujgWb~t_fcTeSmYrAoHqZLmI(rnqBK( zr>Kb-4XT%J-hY?+(2fjE?@lX;?$_O>EUAy2Gq9j%l2~Rt%dhCfh?7`AkHh=wXCrW9 zu4%#%j(j4Hil0?WRO8bYsJe`&>BGVw9T_QzsZu#Eq5eyll0M`}j&}hE`1;jJO=3a# z(%Crl5A?r^kJ6qz+4*}dW)AbM5hgR5)DgS&h(Y&?rs{_9<|xkD{Qz43eE`K&?)2GS z=u1Le_gHe6oV`KFxeGKi`HIIy;v&r=k{9Lf<7^(^WmTMY%T2ql?l1MN z=WrY~Id&T83e=ebR2v)~^;lny|Dy5aqAa5E)O)6KrHQAo2~;=J@^(=_b|gS5sCzq@ zY4*l&E6!Kf&j__y!9-yk`y(SF>ewx3cH;5&$>VOR11Ge&_}4XslW{xvCGAJqXADf$ z9mWD{Vp?Jr)f6a!_5Yzbb@<1a!~?yX0c|5PdlyS23d=-kk{v#a#(DP-T|}uV9@455 zja>(7>C-ETI$u}?v2%fvA_^GZ=M?O1J6C(MS~#j`bV@TNIBDaUVo}GwYzHNPYyTGj zVlsTE=EyYPO2UF*7{P0rk?>u~O39;YYA-e>XWH<(;MLk-se2Efiv4Wx7rZmKe7&5~ zUIKEMKdBQwEUz-~p{v?dLrK+*|MwySVCWDdX5GtX^E1^${$mysZ9=EmtW>5leLt{n zLutB7J#qd_)}^*L#gK@ugMu)#(y=*osfS$JyP}{RlKb$ZZfTGrgOb{fz%uXf(C(l@yc{Ay@rV3oCZuXXd&mYBUM zpq{yc$4jlV&|VQ;{27v3)g?LjI2jbic6EE5|MoLrFUkya)R4a0b-^&xL z8kpmLO#>o04K1lyDy0ad=8`9I9A4Z2bqXVJ6&k11FVf_UN$J}$ZeD9 z{t|bXYufmQVT#E5xqA;HHI%~7a|X=3*YaC9$9D-yurtR6 zo%_G*m>m_}>wBTqU+L(7=N)Ao7j;*!ui*2{cZ7gHJ|)7BG2(3XblTNgm3MExyQ$uf zd-Z8BwZ?M}z6Pt=yJKdR%c0&Iw8*TUkkQhQ>)_tSQ<>Tz{+{BT%Qq^wb?n-l6mI|9LI3-sib9CD&_mBKKgjgK)EwXZct8ER70sGmli{9EZv0LoVzOEXMBee1^-*D9FTrGWMjTLLuTfSy=Z(uZwk|xX4nKP@W0vH8cyB2oHmJ*Y zl#k4DhYUUQ;qWGVZmCD?v*6I<2N3;+%L}svSL6*ra&PS}>no>0!w|bGOOzGx!BA9^ zYpq+%@a;{h}&@gggBE4pKFA06W`P#JsUKg$%_0)AI21_ zN=fnE&so?(^3eCr$Nmh=`>ck(bpVmHZn)dS#{0h(44OSvd84aAQl4Ea`mOW+-GHO4 zt?jeP-z>1mAP3jVD6P{kr!7AXWGtDXWV}I>vsmZozuTEw5>~tR!G7@~z-2oceX7amKLS^6LvM zR(eLwyI%|NPh3uw>oJilS~s#^{S%qCWUUsK#Nm5efRo_SZ1X)Sx>iYaMQG4hR21YL z9aF8VtFpF)-e@EJYpZ#d-3zN)}QWp zPeMS#;e5BkeYk|lN^W%gM4h)|0cfx1NoMv1$>q7&esvbD{%T5bsKAL_b}4QeBo?&y`)b# ze&+nb5h#E0?D1gDc@DSBSY@M$rK-Nd6yf^g{G>bu=|@@@mh7kQ&(|dTD?c2qoiW!v zrzg{u@pIqs`skStd^#>44v`T3aN+|R7c ztW#?`paJV%edXLyCUPFv4lz4Rl#wHM$sx%8N9uKxi#u+)b1G5I(?#g8>yc@nl*p1V z`cY3eHZ7kU+@_yok$n!g=+bhL*c7c%$#bdFuQ^X}JD;CxGM!cTu0zxzL{O%Cy->GK za$@-C?O}g*;V?yXY>{lM{Q#=#wAV?^K6*xYEMuj}PV&SKH|AVuxi*A7p&BH4zF9i6 z|FeYsx46nQl1#-1p4IbJ-`#VUeuK)%Vp&zCSTy#ef{1VL7`*GXeZ&>g>BAQbRDE-5sf|C=PrsYuM|v}Gam($r z;jz0on2AD6W9kVB>qR#uv>&ZR0O`ntykPyit8{N=b150`AAGXv+f*e-kGn|7YS25c z=YN-|e%UqY*&XN4fom4HOd7m>yR;Q$XpxW+$-QHN+c5wKy*(B*xU(9+GPY{lP_iH| zZdFoAyL`y7`EKdtZ|4sx;E0(&`!XZ$hikZnMEjj=#!AwukpqZK51OYRtVj~_t5<3+ z#piXVd2r2HD`m%PwOohuTu<9LlC};@TS;7~r+(v!Zx%yTT^a(lME>OiC>@;8lc>$t z|NbaQ!GuHqkLki==$4v?xZ1j!mqTTt{BX<|X|w1`q^aop>iT}KrQ5^v@uG+16Yq1i z@^oFE|8b%;@ZJ2;h}6hais%a$rTkeoc5iF@)Hmh4E{ZxAB~Kai?8k-$TU5jCi2a<` zE*r1iX&O56StTU+s*|yL`MaF!1sYLZ>*OI-3e)=wxdDN3a^9{jx;2RlF|TaeZZu1 zhJk*``7vx+@>p)Nsa;ID{^Z+l0pNOTW3cwa)8OkbkD{9{{R}kG+!>@-PUsUl9^;c% z)7?ECeT^i>^5Q7Bl<~b{$z7*cO*W~src9FlB3rU&Nxo@wrsSH9>4)33G4?+|`TL>7 z*hs<>>J+?OoFxd5YC!LME*Pbxp=N=S~Xq@0k5}2hf(k&>R4j5xaYe>b!W4^TleONL+RM0@eyFX$*9sFU56N7k&=DRP`8qVI=gbQkrRw!qalCp2ff8@RApQRivNHvnC2% z8u4xN<-UYt?^@fIA09yZkpbaNQ+MWrx4A2KEM;FCr9P7C<}q2a?K7Pr^=xwOO|J6xI~K+z6B+6520p1KOg5yossXRgj%ag-Ic3R znl`xCV}IuFD4_WDOGOOhTG|8+vZgSNoW-b>T5Mwf%yQtFCKUU#7r zJrXP3k}dk;>qNaky0|d+dx?!Rdux70FHZ861x{7E> z#yFdmv87ii_Z2-Q5*A*Mr?LzM)?eLOuKAs@7SVs01Tei8Yu=DB-# z&Q|ffMHSKObhPjZ-1p-LkVJv!>@ml9%I>)gig>B3rEn1Li38+bx|2%$r)8L>8-ARx zfRZmf>(n*B`Cxze!s2@Bvo_pM#$xxOnj(B-p_vx{Z{`~~Zd1@A(Bl93l6DXD)rxht z$W`WLXS*|;_xdhjiwexTa!$D!*$$+JE}t-~B7tiTaIE?``|Qn9 zud5qH<{cEMbZ!bgx;3n%r}Nqr4bEn_I)qwf)VdgPudbyJjgX@GosfEC!)M;74mhsH z5uGg84XU2Re?qi}{O+eD_S@|2Ur6PNv#rWtzx$gBZhCVp>pm!pSr~%h^UEgvG-S{* zSc#n@IkAOAlWfkHSbmJ2g>tXxa}RQ zFQ+GL&wtwXova28Ux7y?y`%VMOV5WJ$LUCO!~B=iO!X$bIKI@L9Pl`1;+m*SzJA24 zWQDgh%QemLFnHj=RAJU$jq8ZEP@44RoE;x#Qj~EjvP7u7p!R(*z$Xy#%{yh{_fcnJ zc}y7P$jH^w)l-G_`==2OOnoQu6UB9it?8)j*De8}IWNRmwj03`f_S7yDZkY8*uo?D zr0M60S{;d?4v|*1M^}IKx%vOQpRdo|e$s4IJ3H4pYbX#ntY~{%{Hu9#b8gqy%4f({ z!4OKKI7v(6=e7C-aw1`OT!Lx<*7jFCYkQfIC#qMPYwya^g<1C4MO4xWtz=yEj|apH??jDdoLi z14b<>MrW+QX=r}F#2*fCOszUHsd_c5+R7>_9m?(xeAdd zKaXCk+wy?VSu1Ckh~>r>JUQwp9*KK|EmNFYUQUesfX!+x=Sx5D8e$BJ0UD%^8nzJ@ zgbIeT8Zxue>0q>&P-$5%Z#-H+#gy@V6uI-;1IBvWz)#SwgWKqFi@Z8n+f&6plx)@6 z)$ewz+uKjar@c;^tiTjYIZ$&2{*c$bi^p>)+|FN>bzkq?G!f#gTr0fQ0h7HND z*4@DL=X1V(%z<*T^@%G`2~SsJ{IT}~Q*$Kr+l}KC3zys-Q##&9%=-QcJoyoC{EIrTVzNwRw zuQDUU18!@L)GKb>nq7yJ?>Y%o%9locxEgTGQiqO2fl1`~SXxMu$K*uU7c8~vqH774 z*2lo(Mh08=x>D`pA0I zV&cD%#**lEF)vNNGoye019BIms{rn{$8TkG6^Q&^Mb`eEq2j%i%} z#rl>J+R3J(~yaFEdZ>_0Y}9BB{Lz@<+T)Tx1`V5srW| zqOs|;FHi}lv_#i%1dSH#Wivkt!e}uDvl?Oyw1V|*5b3nx2pCjWRtG9Tkj0Q`%Nz3zRJ+uzJp>qb!FeoA6y%AqJJ?P+G!L}fS-B4vo>Isj7r7zic zI!f<6Y20tuu~{haHwe_CZD~?h$Bq_{FW8+{M_%ElYq|CIS0M5d=g78hD8{_j=Pf_G zQnQajjo+5>ZT9S&e3n06O`M8VP5wxqxhj2@Yp|kHOXBKctnO5_y9ZO68A0`Gna9P{ z%-cm_rYk#*&wKV0)g)sLI9LcyP6zxGHTYdUIx;NTCj?acv6_SZS*!0n`hQyQ=O4bsRtb{@CiXspBX zwx%p{y}+)pQnDvFy=rzYkyR9YK4UcY-9eG$P2r*AmA&)miSIx{u*uM|>n!I~GT{q! zTsJwaja+utMa(x8bJC;C#eUaSqaPuT<2umb@-fOH#v-`L_CD_Mwe}yH5=#nn@ZX;3 z9Mof__R>i)xp{D}rb^6fm}ZN)*oKZp52i%6*Gn}IjfrpO?5=Jrl5tsQVSJh7K2IeI z(-o7S*RDnp7%;Nv(a)`YY7z-~*X7w`bwuDlG;pt29WWtYoahDMy{sCx*t9BmqDW-4 zwdP*G@a05N?y zf0eKuN}@|)hN8^L0LnrW*E}Omwco`t($&^1wD!#n`yRKAboNOXFSOQYp=X&7)Cr-x zefB1yueHrL&y_y)SPhGC=CWv{T#PyFEEuL%qQNI_^wcUWe!f5OS#En38e@BYNPL<* z?PJnjknwEglS-q}JES?9ZX5U8yzBb2*Cp5FXVL9h*rL~}ttVnIed|1Br{&otWuqG( zk5kZv=f)jVZcOe+jrPy-k+E-=U39#C-zvJZ9zgeUN%Jlrl3zOnWt1%~J!~&Jf?>60({z$GREbx9|&*FaDA^_`5kaLBI5=oDYNCSFdPfiK-r3x;tx9BzZW zL>rFu)?m?+=0Mm$hIf07o28M#J&1-JOt^*uENLr;D16tHS1{(TK6q%?;S_{12-RTG zMq<;?WAv3!RgLM+-uPQ1HZr>ObNb-8kAPs9a2rTpCfr6&gIVoYMmS`MAwGW=4jCg< zi9}Pd(b}>IFer&2_5$XV#Db?mRb@70(u4!_tyyOem!sZavE`MC%N89Hjom2t!m2OD zgk%5gOWQ$r_@V#Co64H23cWvnqKmxk?jM!2Ro}UK)eB>F099@ZK{w!{A13k1XW61? z*G}9LPa;$mY*pgX?*+L&7V5qEZpa)rW5$K4NoVqP@iEC=Ffl!zQ6P8tYy&)(Ka+*c z?e1IkH@KEy5i6Jd0-c`z{5#6dvu(l|_|@b4kvN`aZA@4_G3jXh#hbNP&IUF%U%IT% zv_JY{UQ%dE7@NtY@xnXRDT!|J>p35l(FFJcC@AjXrxkOgiqd?v?O!*mgnSjtQCQWE z+L*``$h6*_aM^PhI*EVOegN?~E=#mu%YpO`sn5HAvsCu=&M{=uoBru9i=dQkgqh$r zy^HsIKjM;jK6l)My{)22NNuu6#EU(;)m9t!dL|;IKS^XXl5r2gw0H43w~$l-d}v%n{BI`ib83)~TBFFH zL1mX2B1BD-Y$&1qO{!4^5caP{}mb^XfvoRRsu%q)dyN`ps$SZ$*Z zf_(z3DS}4Epv-LIdGH}t8$>2ejITB#3kEqwn)QNEE@PkvV!VvjY3P&~(p^r2aYSYr z+bo8K8q#SDK!^XwM%BzKZM9q)BsL?MtMD{G$R@6#G5Uyf`mE+t(pV@XUMVA(H!hq5 zf|+4dfrpB=>;K?n!Oz+vaqDN_~3iK0)%-&=$C z?e0YiNHGl8Nr#EC#i`Lpr1e{{)T!Wv^;=4Fm!r~%WlJP2kFQ6XOt(d2ZF=o5eRj`%@sDaCPiNlQ)GVVU*l}{L z5NK;Yt17sO?^V0REIiH?{J20mTD=Fj8p>vpFY4H~4(l06I>+{eMWWqDW}S5a$M%Jj zcS3ZN9i4Ta!vDd1txQ@i4gQ7Iik7DETgduJw-xlH$>m#`Q9VfY&T#jhbKFE8wBAwD zHL>1uhK1`Qd%mQ+knB`(TD8ahF@)K@iFaHf2>O3)Sb_%!7IP2tvPGg(5)(1f*C1Re^LR5~Rx<*|t|4Qf#gqkn z!K??A7NEu;vf4lhaM7b|O7~6=uW#5xOT=iRAYYvu;8tfMn8rYFr^g67Ep~^XYRUj1 zrpzW`3FZ(Aqcix7P1koM+_(&yzo5m3fx0b*o{7OO#P?T;ac0^CVY2Sd_Eo2tzB6pq|MLk%@YQ{x;v-!C~LS!`l{ysKYok} zH`cejUDpzz>EVJ^+nsv@-#H43!jx2TJIAHB=;3R#*qI2LzB5k>-%;LRc5zYGMnR1= zZC2zdG_jf$L02a5A>~^{7JTI}I!pE1t*C~&7~$WPb4?gx1kLyS(W*AAP!MDCsjP(1 z*~fHgMj2H%%F<(dVzq+j&ZwdVU6x+LaQ;syiHTzIK4E0b@%ijGZ26D)tf%ODlyV9; ziGDA^lc{*AhOl4m%EXBTR>+Xmj#Y_(hp1cl@N-~0rL1OH5De6O)IXs;Q`(JmyuLnU z=KkK@9U1&;&Q~wo^qy1j;a5Aoczw;c&OZ{o^|YWzou^U0{bs35HjpebAXBKXq!nZ> zu!UJ=T0zYSaUwEF?plxvZG5ajxFSe)np>HjbaZ+#`ZmnzjFYg8__Q@(F{Vi^*i8ft zqWQFtDXnMbi5F@5$l#>y%w`qgep8Vu0<6p_B2r)9Ukn*+=K4HbL(JU>mT-+W9E2P? zkbGGP8oY6l#8s_e!~_rpO$~EZYPlGL7-$ure4sV!dW8V@7#L>~$*IP(qnW;EE$jNqf;`i5|j#o3zA z+|>v7o|&B@nQiGzPI1wJe~RjKhU|&wkv%jz(|~l^qth_AkzlTm@vv%?DJ{2N=z?)Z zuweLEckka?kT~k`E4(6#;W5#?o#>fOhXpo+5`tiL7_FvLrxdyFa?lC3X2BLQJEpWj z2|=JFAR(V1n)wJ>RR4d*aOyMwFLR1?3I;zPgXfmO7z|^`f<&4O#?R@})6cwEC9Gso zw+EI6830Nc84X563qmX|i4ofgGo=A4J$@t$#QOw><}P={f_z2}NsO~la7>@?qpq3}6 zZNy7+lL3}c1#EdiKPVvqdhk5b^#L4j)P zG5V0qZw*)(dk?Mi$OFY3r?_DLPy>U`(~tsfxW5PrO2H5#%|bLTc}jDYBZd1@dT2uR z!u|QOMamN9Wi*-yu&PdaQ(BBR2k0kIa~~cu6hPhuDNsv=F;ak0krf0k=oAd2!N3px zAJ#LrIBZ6|dOuWW<{GY^0KJ@fmV#GL09px0G%jf{p~{@WG0Jf>YmXHIItV(Y{ubCF>}JlWI*cJ5xD20(G^6pxD^gWJp8@K*;KSi| ztTKj>Q#7`b!1#;>kMuSO#?sX5tCuaZ>O=aVY^3jmaq9vFg2K>7-;6^658232T{rx% zPyMkV@KRHnP9cmo10(`tze}8mA`Ax8E$MxRc@nZ9;1wdBLfbHg=1!P501@gzPy>P@ zA>2?vX*2tH1Ij6WJ*$(BQwBeL}c-Aq|=WsXv-Kkp8^(j zjcEbrR#31r!2Gf%fR9}PvC3OZj9S9$Od5or1zdt3zcoNDkI~1H0ROa+7-H}d;eO|l zaJwG5oA=C!z0EY<2+(x`e(IeK&d~{xW`L(-NSaK@T`9-RSA!YLN3GFaBV9wm)LHRk z2>y&$k>QZ$W>)5$fyRSyLy!>l@IY%2sC^7#HE3WdtT$1QgW1E8;B3K=5w4WZkO?d- zw*u33mU6YmcJC4y8664yflZ2~CpWPHPwi6DeI#l6x4y97Lt!2qj5 zr4VUUh~bEA+F96Dygm{l;IAZ%*!9qIYxf#7i<}5P;(12B%%89dgg~S-Oi(xFR~UFC z!v?bJjn&iB;A|tHzU*V-=QJ*XPJ-TGq$zE0v%*Q>(8pr6wd9`%!zPlcey8oOzzQ7< F|6iGSYaIXp literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_39.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_39.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e686619a24048e76210d00ead54a7ddbf362432b GIT binary patch literal 15896 zcmbWe2|U!_|3CU3Yqlt3UyGPg$-Xnx$DS;yBt=9<_NAm4lGNCNn~H#ARY&YyiPv5Cj81 z5OoAP107&uVrF7Iz|73d!g7F>9nQhd#>Osin41$WA}A&*A}A~@E-5Q5e)NQdurNXu zc|uNJNl8geT3uUBK}%LqNrA=$#=^qF&c@Eq!NIR^MEHop|K}IA89HA#}Vn9wt*!~Op_XVS)XJBMvKET4t1_-LTAUYU5Jskr*BO?O?pbiH85W^wH z!$;)xn7A#kGavPVD}*JyI3RJl;ysU5?;lA;N8bl5th{{u0)oe+q!CCNC1n*=HFb?M z|L7YS8X23Mx4v-klFemXryI^LH(k+ge*OWs?*!fr3V#^!DDv?W?9;@g#FLS+PeBTEv+Bg+6f&WKN0)-zYYw38ycRRnx6SFJNI+`*UIYJ`o`wg z_RcO%FBnAsS1s`OuVVj)UWb5QbPNpi49qmWV03rDFa03~#v}4fhxII(ulsNxRR}u( zKb`QR;ysImqSYTBN8esnUP-0NV=FY(_BH!|r`Uu4Uz+`wV*jnzFvLy|1J0vA1fihy zt5qIFn?#Rt>oud>y*2qG#+9K*Mhu2CJ%kW+B2}4g9#tOM2mbcd{M#cn3`KcJ(MVkX z?@0b1dpN+9HN7-$#x(`t_rKXjdI0!`x9kBw9 zkUnVL@6iW6vj4k>)?ii@8U?rk^|B9u$?||s5RLu+YM`l+N>k$`5D6$5dK8fT+dxx2 z^S^rH4|(7{OlxAQV7$XB{SB@ox}brFHm|}7ODt_j9oJOqK84+X=96Wb{bZJ`^GU_h z*GR?6y+p`$NWZzfCT73M`}iW>*=ESNGAhj8SxBb+lUb78fqg0jjjA#cbQ*k;WeiRN z18GfVl`+Xq&O(Sfo*K)_Qg^&FA6+A0f74lNpDI)43ylTq9%AUCiY4HBWuL2xC7398 z=prkv>Axm&-sg(k?*vjH|4x(%r1($MzF9T)I}Iq*FnfZjevqQVXWkBqpE=r{ihpPUI# z8WEULxJ4W|6n8y$$WV@JDR<=j;wIj!TE}6()kEr&dT1m-0M1#+b(U@)m6nyU|8@!? z*I-P;f8F;PC-w_dp~)15`pX!AYR$(!Ong z+Fb6y8!ANi|E7xi*Ghotzg8mthw6Xu`j=`SLjP?`V}OL*A^rCK8UOkW7-Qe!K)`*? z{(9=Kq*XNgRs#D1;b~ga`e=rtK@UXS<~TZAzqRnrO@v+t$tv5Kh2R`k@rB!m_>aTW0oA7(brc}e! zi}J=bI60g0AH6@m##H^KnAdvq8eqzg5&QkB=+(=>cj^z?>}BI*OPAp8@ST=6FWJP- zk}HftjKY(S<$%f3#Tr%>%P+h#cm3}M+yY|EvGLr0V}5G540ub&$EN7Vp5>3PWl4Aa z{UWf>?W;xYtFHhVW4$Xbb>^;;i^l;E^Q;rrt3OwN4T8^xYG4Qus0qwd@Go1hPJAbx zMnf*rdQ%H}d-pp4w<}=SPcS1*$!gk6eY7u4ZvTGk{mf_%WG~zCe|}ZC`NAsDZh!dy zY;N6`e1D2G*5_BHQ!kPLGxgA-AH=&MUuo?*6F|D5i*G@*ETjFY;l$3(l54;^e01fh z2A^KjrtS4Ue%C)!hNi%h$;1VkGTo_5hN&QF{OGML-SNNcZ^znzSp7AypCU#;inwhB z5O@(d_chJ?thA>6tnoKR(6WF#{$}-l3R1iUcf?`k?FKc}nH;0fuNWZe>i_e>m%WX@ zU@F?udqw~&Z{EhAGuffIPp#h??}BJU!5yO_#Xnm)<^nPw-$PT;)@gXSo%(?l1LQXC z!~e<02QZY9IeY#pQF%;bc}%NWRA+o$WG= zk?0ccth=ZBtr{#>;_n5Rj~0!(Wds-O?tSCh^RWzx#X$#qr3QY=GVbdLLd%q5~j2TuZ{!=VUi|(do-m4 z5epvsr%QgTeQbVqVtTC|>GyJa(`xY=@br=T+B$(pfiqOd=Y5fnd0Hy3K1d|8z+_QL zkOmalX+K?ONQn@p97~1+({)3dKm1B)6#08Wlp3*D>v{R9k;hp)CRxx)$??3f*m5 z#!=n{j@uUckAByYZlXfj5d<1tBIU5h8Oj4yv8`SzB-k>>xs^%Tp+XBp&&a(cDs(?? z1;23N^z8hKP97D~V~g8cphD%AwU0M=)hWGiNRkq}1F}Ccb9l`7(FZ*TE9IzAD673q z$*62s+_q7`soeu(nDGI?*?j*S%T+2g-bYc6YaFKp;r1ph!TUY2y&21;g*$AoohXMz z%qb7LZ9FGs;q-<$1v1<7ct8k#+dPW|)*Wv;lwj&U3m!nF`fzpmtfu_PHwI zMs^FxjGkb?By9lsi_cs%8KI-Q;N6rg`n}e>LAj~6+I*LdCPXU*kiRJ>GnS*4CreA; z1GCYu=D!|6wq8Z-t{B#qjjE@YlN(AfJ+^CmTeMf~FyByOOsnFaiYVW7z zoULf85oY3aoR^JydNsMWgbMZ8?ooD?FdnzW)_H)L8)KZjYJ_(d2-^CZz&PD{JH1N_ z%!?~$m`^yS7I(z*CGxK|Vhq%J^gahRvcx|R{Nb7YGFqBbB%MI`WPl~heC>Idd7sV zh^w(%>B}hEjKb{v!fk!a-TQ~XBY~52z;dbNE_wV9{d4_%w9U--u@Fw|&1KZw?gE8! z0aK+<299ftKqOzmBX{L;e+}Fl{|x{kyrv(4PE~7a5LkHPX8rD6^mXN{dWO}ltOf5d zZ=1Gy@Sn|>3&`t;&FZ(5Uhe(ZYC2{o@2}h+l_F2w@g{u5DMQIDgtYW_ zpF00sZbFt9oLqKue0PT~E2Zs)(u9Lu*DfYP?W$c^n4k1a)8qxM?Jz=GeS65CdBf*v zUsgcAV7*4H#R0HD+PQlvF<(C}_(_vjntpZW8@N~q7;tQ}j{iu|Q7dIPui zwaKK^C0c9)tJZD5wqWF<%c3Ao-{0GPrF-86tJ3cm=FF%Nh68e#F;fY?-+Ccr2vSpQ z*VynfvAn}FuVlY9CcHuVE5gqVeetL#+f*pOfaFHlEThPi@%Q3(x4l+M-v@BtJp6*d z%s~tbU=e3IFP%MRcCIN+-S{_}3b_G5_ZUziDnw^bLXVFKKBhux&+$|!%oh{mOfD8_ zc-v2?=n{Vu5zCNH;?TKom{u-fbIX=SmO>-5!o+ARlg*fz@b@v_>-KnWkT52ZUun@hP1(y6mHGOfdC70(*Vpt-p{Cz)d%xmd0d)9d z#;tcMbTHmAUfZS{aXY(-t74OeBq>1xiEIoYc7yzAc@Iz7#V@Mj#>BS13V*|)>Npan zJzOCjV&KLr~nN%HUnwtROT?M}0;`^6W`kR+FGkL>2lY4H9?TpWTzf#!e7mbBY zlcrRNWuP1Yf{(H-Hfdvj{p~v7EatHPCcOQ;`!}0JVBqpa=3_m3JYtjQsL;bLYv3OH ztu8+*Hj-1ktaCT27=WcaZ^M zIAsrLfElG}u>F!YLGFK1VV1)wN-Ha@BzFFj-Sxnsg0niUcgP@123u~jmH+14`-Rgv z{(A30XGK4zrKOPyJ?9mfxV$Z}J-cWv$es0#`eqg)-vHiBqaX?%GppF3g zgf^`$Hf^oe;a=GR&xZJ8ZjSDb;~7{l#LjAWc2xz}(rn6RZU zI&x^Avs&RL+d!+pYys!{H1-f1R&_QaN39ZUY~t z>3_$fmNS035SODy6406s6;$YA;Pm`Pf#LO{!>C>QJ%p3JwYcHC0JN#@2ie5FG2rhY%YTR$*a}x^+_fA|Np+-8puY~X~& z2K_UYps)_UwXoPTkHjg-#|?{Wt}grfeB=cXTdeMtdRCM@H9Sq(QC2|jW*U`kUWU50 z93O_x5?e2(NG5nWBAOLud4B6WU+>HN3->EnWRHr2Lj3e?18s8F%D#zaUyPAZ}Bh%==x{*|^mK>U2U(mRtY0(f5HYmqv! zKS!)ObL^`!pN@ttB1Yc2Z`zJFf8R%V57+^kqv9>iRC zW0+|f+KpQ&#Jt+j&$xZXrPVmzS6xVVV-s(gRoAz{EYwsjYdlx=D9zn7iXh~cdif4( z{iXKb_@-;eE6gOUp;_iR@(YSm8UB~-pF~fBd+1C;^ZPBlg}PquI4JYD?}9=ne_^Np zrb#23$Dl+}Rc}odL-=;d*5B+OS;mU)y;hRjk;$b?Uziu0*=KO_nD!XmA4mHF1o)7J zSDn-*?bnJ>mDO5Qh(I2aCO<*7zj^p)v#`QIr|S_EzSp*)vw`Rh2w=F&%uLBRwcT4N z{NU%{n%!OVV2xL&Cp!4qZwlY&@0?sHt539!m!D&0p+ZCNZk3pEpI>u2=?NY9WE?Pk z%xHPh?R@t5q0de_Ur=EF=@H#@$D5S?I)_~L6E_kQnWvI2^9;r7QD z-y>w4IwUb%8@oOJrj+M45`BSq3$><2kAGG+7smHMkvnuAQ}NsERhk>$4PnxY5cdaq z(|1IUS6w|wzCyNW$2212UHMj;>Hm2_A~>zZMm!OF0pDQDazm>|RHkY~<}amzf|71a zsdB#dRSWUm@0>%1l2mB#!m!9;a-=+6uqpP@nr?sotLN~Cyf<1%Q!%=;LI!UP5X03U z9U*t_@TI{5sd(2d*lTi`Kj*mu(yg-8)~#}>3l^MP5%jI8=?shAd;M+_QM`N{l26F^ zz}rR^&q@sk%WUFI>W<@T$6iq(U-OlhS%F>_RzL1nqzi!j=@?kV-MSkp{1Ej=!%Rgp zD-oUdTdPRcGfLrb>8I&@wVA!XrixUr-7TFNkSVLSLw0gcpY|?QY#M~O|5@7Mr$g=i zN=4Yspej>u#LTIG%ZrnahiUl@B>UgI&+v4f)0-c&aslM(Q-zf#xh?eu^s~Q=cCEW6 zOU4$PTNM1Z;kD=X38dtO>B8#sVQi_6%O=aV$OkU?ZyKxt6@Y{F5m% zrX@=5je1^He_21gKR}!h3cK6G9h+SI)QzjqVBpjhVP6YMo^jcc$Lbq_KBE4fV7E7y=a2al zclO{vD-?rFzDIT}|D>`#IfmA;3-3OM-h2PzV;tWCPS(R^vT__b6XZX=pttgl>^0s+7ms~ zLT$qnTCL)uX_%ECwKQK=zMb_W=3NI^COhNit`bNRmYD8Vu_7;u zObY7Y3Cl&(EZM2i{GhDez20TU-d5?y_ltG&IMjb+VKQ*Wj zU){@Z+jmf_8&oKs3hk~BX`S>?ie5hM9D7bd)2RY)@kXtC+vvV|toZ$VES!|CvtC?* zxZ`O*M9#^PHnquw`Ky)Nw!MKIgdVU#6#En1QrRHcb|%}ZA(%ydVHv327I!Exi3)W} zqrw5jkrmD-^c=mWDGZ1mLQ}aG{qCR#6*@5NMA5mT(}3FD5dO}CbrRhxAP-48IH~h5 zy7tS)DpC%M9WJ-Qt*oKiGsz88d^^!M_nO*15(bAG{QrEAe=eI3>^ee)u(_!%DV0?o zn@`>wUJ_H+=B%g5pEp1{(?B*C{XvDci|vIu2jWZN=*$mK%%f|bSs!A60uMN;(EVS60;Tin13zBv1Iwp|K*d>tLCAB|(SW!2U z#uKl^9w3EQG%};jk!gTF0GO&Oxug;Pb{?<;3|za8#CE~Kj1HRnVr8G61#+0`w&mog za>cS2;kF{wAG@5%5up2WyO4&MB zc{?}_B2dkJo?55yW7)?3opN>Uhqaq_4FM73k>DHaVrw4UU!*s@U$uf4he{M0Fk*sPvDJ*R< zo}`4m25-(Yk0jQ*kORu1AKktQs4)Y`mo8m-AC#ALqwUxq_Z8t$Pm*4n@0LnNUd{dW zI!N@KvDh;wnctcp*5{plipyC`c6Xk2Z?+e`U-j60zQ>QT_1c`pzb(R!hA`tuL2tLZ z(=eTvnMntT0yjJ>)px562j0fUEvjQs6L%s%sFtV<2@YtjbFNY$MJtv1dxGId^I0Yc zY-$qyJYQ}_#91^%!8|3Kf3kFtVs6b-6u$beJpM7Qu4z;L^B_vzy27+r@wxGZQ@4$u zaW4d6Ww?$w5aSQNi&%7LmwVuAR_kx8|ean2i{vJ0K%6ktlnU`e!5X`znsUAW% z@%SIFv95cd=BrV1u<4I@(+lOCa=!klqEtupGIzI_eg7jP`J$z?SQ+lAVB^4>51%R~ zh#ntVBAHJ%6kIT^<4Ll7GyUhnD8@1J<9HaNpG$VE~Ex9;WAt6u~s+IFA6vkzn| z93Q#gyLu@eV{u&7_EzAtSIyT8s-3q4J4=66s*`t}1a?m2=1qAE%D&ugSwePOKjz+L zojLM++WZ-oTR8lIfF7A6K+x+$H`l!D;jyKPXpx=`5{&S}L@n>Dp!G+W)Zafa&2Mk6 z98mu-{cRYtQPkyAeqd14b9!(K3P~%7i*7vDF~$*oaQjIZYJ0=RD_XTLCwKQk5oKj` zMyyq0=WDPd`)tbjD0^pAx_LJLm4OO<<0pq@FKV zkoer6f+(>=uMcfrSsQuG(mj8z6J3g~Ej|2wQ`N7%<(pT>+NIqKe!`?O&->j)+kF>% z%V#Ry5Wh-3p5Dq!e!OwC7}N3*obhDe7uy;tzqXB^aD8i-Z(MYR?o?TyBy6i6W5Kc; zmtCHjA2X3e5N~C5xNSIP_FJuQX^pZ1&O0V=xY@7$KvSVOOpMP^u2!#i#W&m&jmK0d zRnwewkK_vKx#S{D_p@?}HbuGJG104wm{cj%F9(A}VG|Uk-w{s58tvH%zS#%w>RB{4-9I|oV1sK|^~P{?L&k~EYx4S;(u7~@*&j3 z$?zS)fyj%mGsEQ0|C|;pH<_I6Azn|8k7Ss3o4mJ)nzqjE3lNgB6i)xxQh2?4!j-;1 zIh_5$feofq~(%4?UGn=fl+@M`CbNg9-7!ua;hi+wj% zf4k4byyN#kCA@zbMd7~pS)}nugT(hG!kRK{2lKL~ zByx!f9menkl_7~6I??iHUnW;C@Se`MdHm&|g`b6KaGnWgw)ap$(%%CB_j^jrOq?+66J=FCP~DDMkVK%Xz< ztMUEk+suavN=)4Btxu@x_1Cou$9ZT90-`0qI%4!s^w$?oL z!(3MtH*cHkZEQf9-%$0eFCAH8HtA=%Rf4$OP$zVSvdgc$h8%Dgel{3utbW2#E8|Sb zJfW;r4%{KW){n2gB05)iU!~_1n?mD&b`}$1N)BT?t!y80sNH7B-oS(k!9vU@eB!>m z-P*fy?z@jXeeLgVu{^a~Z`^z(<5#*rVk1oskN(Pw`9R!u=@M$9Tj0&cNe7DfjI7M> z4oL1gFE#Cs+=T~CORSY_QjQQ4zI`IriXmBjIShTKOpym}qz zkNF=3Qa!3}JXzH4;e^3>vMZ*=*o7-h$W!}+1IG4oVC)H}ts5}8W}CcA$f?^7y|7IUhNMOF4iZ`#U*~PV9!5ZW|Z zaz4w^3UeAJmd-OVeXWusL3m=z0gw9f{Jx$8C)cRzApPzD_Egh^uSuR%Y0=0m73$b^ z;}me^b`Uu?ETx^BZ20RS%C=I=_=RZ3Ko(|c9@XA>P4rlma4C2Bl#Jq((ZS`hbBcWo z7cL8L-Rv*;ka5sEpiC3Bv5uR*Y#Y)2!0Wx~$g`uKb6bTNEy0~~%3=KjhN(x?CZ4M0 zMSiF#JnDKQ{`Rp5-ZN$e{`XYy6ByX|@27n>wbhb0x9+eSu1(c-oo`mDnaSilj8+xd zRBkDvUwdgg-ZoIdbl$PeysmqPghWlsJr>DnMQG49V~$*YV?BQ6Wy*DIK~?!e(XsZ( zVD}IF$;}i*mKrMgqKD3WP;>LH;H|)X1>cj-XN5yw`|LR8iONAUwsqZF#_brHxRNss zn!Ew_rI)6}`%cA?8jN?&7`2o48x0`ReXh%n$n~uRV&lUw&icHkXNg;3!GxyL}7)Y9+sxHB33HCq8KSwFB9@ z@%RIb;MtI+Z2LVlZXVnoJ#7EE^!Yep&rXb3W@TEUUhFhxj?Kbw50_G;I#=_?o-WO= zJ&g_C?kJbr#vM%dxqGlAPc`Lr&9T~H!<6lrqITA-n+v#Wax*IteK*}@njWKwua!9* zgAHKtVmV=y*lARmTWKs(=ca$Di*RqEDb~*7NWD^ahMkp1E}hjM*LFlUJzXl@(^#@A z%xCHRm8)H@A3j|08*MMeSX%g)k_zeZkJ>h(yySlAw?y-Q2prjfz8+uZ>~ep8tt2u#|PbXlIdUAUNO&i&zm}^4=@})K&U8aQ*7Njcj;vx zv4L%j?$gv!2XmQoAB3^9Uh54p+EgeAcBZ%g4?3T*#O(5*JNo#M?orQsqRI6hg$CPW zS_yUYSx#$hJ`s8gU1lPmD?%0D89EKFNrqc*tUdtoo*M1^d9$mqcQT|L|&s*mJj+#|6FO^;kIzJ;py{B6K}-?&A%m_sZB_ zk#^wQbRT@y_^D6>Zl&Z2&)b3@9tAyF7!!t@%+V`*6WY_5U&zl#*`BS6<;as6(d2X^ ziO`miQxUQhMRwYpY#rAU|_ zXV+(QKkt55%(r+{OBjDlUN?KVQ=v}oQg_dD&N<7J#wwS!54gZ-KVhd@@qu3*y$?8A zF>j-@$a-S^{XSKPRlWrvHJbgKMwX#_&;5D`!&eFvIHba!u`bUH@}CC;=O_? zrE1`09X)zclhliIn>o5--8|(`vh7K+DUsjK=KlCNZVRjewz9k$?kmK2!8ZFtBTd%R zL+^`HuU1L??m$79GRO^=C$9X@E#8|Y31GocS}7V9O~g#+hn}2M3gIz0dDA@k(@CNi zGvgI;ib27iNBO)zu6#YD-U5_`9`*FU~+zDiVXd6|uQg5q+sZhW|LqG0rVUFq$JJa8o%xmHk^(0;#n zckq-~Ay-pF{oJcDvdk~HR3qlkWt2ZTlTOYo>ekL3YVR41cW?OVJ!$vOSGbqY{4)@h z>_UayYfyJtaRESj>yIV+zdE#gEEwA}Tt{JUtL3+^mc%vJDr<~tKHzx!i_`HVS+KBd z#>!XPoPbR>_B?aro*+~m;Y2AT40>(%oS_e6e}QV0!{{25Wg0Y{4iwyRuLaL;8TnTy4w5f(C}63i9Oh)dun=uo27 ztac``tfRbfbx*YkYYZXv+04OdOFQY-yL9I3@K$EWg}6K$)k4gV7h)H>6uVDj1`4Km zF=ceetCQ3u;V5gmLbL1e2wPKM)>XE{5Xq3I^t0G+Q#xEAxTog1aPdm6uc(dTi`c{9 z81{7cyzVEfp--*e(d_F-R+~C^`)}RSS-fsYVw1#usv`9}e)m(kQlfvzfV7h%R9oB3 zd7{}{P%RYG=0iriGRV*KeSxjEkKf1MLtipcXWIoEJ~W43=HnS)VCPhJ6dkfNDuNRz*C&S2V; zBmKHu@k$nQv}nUCS?WH(+L|!Ild3FWSVZ3YYz91hqN)K6eX>A)+a%5VoMoCyg)dqf zF;U=-&#-4L=zXwf<4gkhvzaWhw~_K^8Q|wDmW;!7S+K|vGw}%vh)G|K{dTSZh|FC} ztgW2|ou#Q>Hbb7cV{|VTI+p~(7cw~)T;!U~)I0Dj%sASD&cVv@S(atOaHvq6o4kn` z)CZH-KV^c1(sJ80MvO$IhFcqthm3#dtz@hZjijuKqGaX}Q&F(KrpNB1 zTmwtuTgu6I{5-tAKwnS2Y`doDi3~G+%pJDFTktuEDi=Juqp6=1Oxgj>G%O4f&{qDx7 z_JN|o3*K@oV3F{j%Fk>~UBSg0A^-qhVeBrjlzKX#-aYtdwONGChZ`(<|@wZL+7t14tBEI@5P9@g3q&N9Dg0!@J2lY&mQ+d)9$_Cc~5?qL?)f z6StyvS5X>KOSj!&riJH%9Q90IA5lMCB-&+~cEZN^GNJ47$VdXI*z&Ef&8y7|DB_Fm z&gcxcluKXGYm8AQzjnxLr$A^$$WCe4fjjlkQ`;9V=XrGK%?-kLgnoQs3idHn;E7X( zEVr$QE@6+f=aHjCL8fDHN3a8CMe62_=yK%IC9&E<@}^isE=(V80W(45Wz%61T@XBr zIGf=La%Z1{<8l)O%+DYgi3D%7`7#vs;gF@i6j=0f zNoZH7Kr&8<$ECQPxZ#+wiJK zIeLxVqzks;+<{7QBVDR_9rJ3;06YZ|9=>ylKEpN>_WfOQY4JZbg+sqTDeinl-bYILDm+TaNvL8gDci!|9!oLToFyD7eKlgO(>8S{~D>EE{)3AtxM z82W=sMy$w5&sGtL=9Fsa#xn_vYc+`>Y#C1$J*W3J`%Zm5@G>;;>7anCGjop<3Elc3 z@DcU+~VUxFwgWVGz(^2SEm=j5mzu~qmWL+&dSFC9IT*Ox{hgz_Cuqr zc0pFt!&u0?Ocv=1pmoLo0nMg>A_tAg358qX%8p3^m~=4^gVCYjf~Y4L=?y^TXPlt{ zPz&?xf`?95pR$EGn3djX5O3^R(8VI~O6Q?j8epIM&>&=h>`&{0q!6>Id2lEa>xu4v z6nZ$dRw{AcRF|bD5x$%U(s@rv(xR118b{7EEP`to>H2;>+tE^=KObgnYK+xA2~PvH zSFdpfN&`aVDdtR=I{g8d^#&E6EImS{MkI3@nQ2uUNau6 z>7UIgjn$+0nayN)3tP}v`V4?V5(|O5!1xzo7Lj1cD1)0#gu)6X_^jLrediX`O~ zWeJ-%K)TNBa?t+MKp#?thrkyz)WG_0+Q#1{&jJ*~(|-pzkw4drSF&T8ibWHYd~_eq zMq2?d$F~vQ@n>80(BCGm=iygDd@#ZxN31O}G|6fTsHkTcgvh7s&9V|iLRNwrmI=BX z%chBX>Uo5BkV-0l9y|aPAA~agyzJ{nXtYk%0R?SzV6JF?6%^A2(-$$*L`&pB;!2i8 zfDjT0I99t16FWgj-T;AzLr&kLEe%|u_v?5jteh*A5F9RtZC@=4$O7X?9Jw($c4$?NfFGXU^~RwY>)G0Ypdw(-Lu?s+3d zS;TDU!3SX(8dlsHOtOB4Jwyj5tmU#U+cpT{1Bjf&m2Aemsmuh^Hs}by5?(4b+)RrW z^rqcq0J$0J+4O(%x{iVUT27)8*krBecFF2X8RpTV-6fPyDamRD%OJ&Z@)(@`eAls) zOrb& z!M3p@7uvJx`FF|0DlP%vbqVM^09fp|vdmyO$qY}jkYk2FN@C>zp=#AbXW1o?6Uvn( zC}(zR5+IW)+A1+F=xhcPVk#y6kZA^k(gOquJp?wV3?K1QDY3x_D0epX4_@g5KVEbl zq+gNNgzt$;RYVR*a|N#ynlPLy74`@X4$kR#u^>NUVL73kc_)wYgV1Ck`q2`kz8ot^ z&!I>IGy>$QfkdnZD2Nf@sy`nF>@E%WF=Fh0iZTOBcZoeA@C{-I>%62vH^y+ zpqqUf4KCCTCk@aXfFG_5AzB3`S^Ytx00449Z34F1-uL>ToD{6?G5)O_z&$4#T(_&` zF6hgN7$D$QP@4!MI|EX1ZIg0k=z(F+ESqMWR@7zY&&_LtLrIQ+LECjXw2!F)n%&Dp zy}$(vxx(w)P6}J_a_jV`=S@X(nn2*LKy4}m{a7)>F2UFo3$6zYkea>OY^M6sN{<+b zjt>xU8(GBMJ6R5C6Hw+1qnXe{x!Lqene};KwPE<8k0AIN>Es@< z<*^V-P=49ifDsa^Fj#g|i8GOFOoG6J1aE^Zu}sHc?~1$`WnE#ar}BiYdUYRm32f%& zwn5DE#@#Ope2j5HkU}t0$IXt6kP79RP0YBh_&pW=n_gGxEpg3kHolGII*rJ?`; literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_4.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_4.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fd1e6202c0005891e435b027b638b695ca6d286 GIT binary patch literal 14345 zcmbWe2{@GR`!{^gjGdAi`!cqeu`fgRAz8*gBPmp}6S8H^-a6T`Co&mhNfcQ_C~Fdi zC{(trAzPs_-do@A@Bh5-|9Ot%eV%7JG~>Rn>%7k8^EuD+y5@H9>0lB#W@3mn1RxLq zfPnvigKjsZ{z3fukeA`v4sW z{c#aRJ%$swD~zK4aHZG>Png6`SGIBD2Y-qyI|alsvv6_q@baCMkVK-S&?>5@)YLWf z&lngQ8DmYX&)S@`J%7Q@*~Qh(-NVx>Fz9-4NN8Ai{LNdp@7%pdNKH%6$jr)qm{UM1 zBo`Hzls>I`SzS|GSKsjJ&D-{l&aUpBca)*wk0Ya>K95aJ&&+ zXLs+=E(ieo$1L#we+>I?c5#4qLFwpVbc}~~L7*Yv4~&D3UPO`MxE_x2ivI~wrC28T z=?70L+nB|a@jp480tQ*Q#L-hH*AGqmYuW#vVR8Rgmi?Du|HG~^fDHx#g9qaPFu=0E zq144{pXV0yj|~Wlcps7vH&g~k$nxR$sORt@aY~G-4*H38NE{9#GSv>&7LFT^0m*Qu z|MvdK>tgjI52$vvPpRr)ZHyQ=Dh-tJe|$l147l$jCuM%P+OPkt=ELu0Uft*!D>SA$ z{K#Wmmt%!IeyA#7RGU}>YB)d_;TinDx^uA_@^_AB@Bp3tzeDbVV#$Av0LA{b>hC(H zwK1aOrl5KMHy_BK4c{H=J(lIlkA%urH+o%6Z$v_iKz$oM#&H36YbidZwS%?yV~>KD z#yvrwijHGzi$FEx=rldXt$hl|4O;K}NQ^x?bo{Xul82|IA4$!)O3YAwck!>ts-n-Pe+66wFR9}EL_V9= z7X4kt-s7{i_u(qCpoeM?SK&JJ@Zl=tzm7Gp$$KXXdiGyR6oSDbU8~Xj8%Z#@hhh7R zqk>6;+O)&4y&nFb;&!bDwBk_ye?j2?CxRgLd`$l$0G#q)Fu|w5j~fF4*p&<6$#>Cx ziqX-2yp?$msGWDj>*yYR8W_J2GWILK`2CekLphCGylq=54+3ZG!&bz(2D%&QLmE1D zvMWw+tV<;3Qa{g&Z(yI1&yDlF$)Jgv+v9UKmaw1L8e03WEJ$f$@1(b7u?j&tY|foP z+9Kq%Ju(+X&YaPU`&#q9xODK!?^EmdIFGB?Fai-X02o6Dzvql&hq+IV_Y!VwU|y9ke}Zj2KQn#_p7}J5;bumv zDjRbbt}p!ho#dd;G}C%=Z5A-Y|29(5Zm4YVB}@ADD5Te z1T{Dw=O_K6@bfv4TlZt_U4<@QID|0$HMwNDXMdSemt~ao@7-QfZ<(fc$>$Y=*7EOz z-#_LZ3Ou*5U$U|PbmXt3u%NK(?ymUZ>-;`Sf}6+BCueY%lCqD#Zhw3+@YVc%nXL=$ zLiP^k2`|pIUe?REo7Xa$ZoFR>lIXJGB*rhM9aY@2=n&l#QPU&!G?X)aY24X^LUS(u zsD+Ct?fPD3z}e^=fMUd0JG>w0*X{|vJ{I9lwm(00w#zrqbG^rvi^)<+Z@GKEmYwsC za>PqlcxEgc|MaJu3XGDRbhYa@245yw7+d3e{8|;xoNwb{Auw({l{&4SdD>DyzM0!u z=9X^LaqXp(N$O<5P~VRyEH(^JvB4fcPCwr!nR~e?B7#!IQShrWa9C*WX}0VWZ{L8o z13`Tb=W88PFWe4OVR`cg-<3A1g6;4Dxa0tM`PJ86dXMsIfg3GTb77@|{!7MamV%&i+b`jt2I021sOCo-xgW@hwj>6u z&p_@x{bQT@`mxi8F1je2QkUmfW+x29WV%DdN@w{-RJ_kj7DiZRnSLM5!?X+9xEQMb znv|MKFMW%+)WA8q6WGC}BdpICwY1J1*xI#iJ#ntGjJrS~XiTN)mDa18s${u}SEC(aO8;K`dQm>>+>KY4K@qmSmO+Xtu`BrH~uO_ z{`aybDj4_vUtsPJ1N9C7eiRpom{My9FA3@BY3qi*JP1a!k2SH!;>~9`^{Z7^9 zAM}IZt~{hJ3z+l&CmN7k&;JEKSWwFN51DsJBxkTL9NLqZ;eJ>h{t*f$hJPuL(Y{Q@OE!?L)PW}}otXyh|bUT3`bgc5JxT44Xo`T4s$->A|buJix7|Cuf8 zcy(&s$$N`5c&f?9JBp%A`)rzxYqz9Un!{>YnuZuB9RJEvNulg9`#dh~yHSifr|T!t z$$-u$99e3Z#M3@;Ja{aJLb$-@xpLVN2AL(E$8))j&Q_dZzl$G;01sl#Rl6DlV)b2w zBF%LN+mBvI(w4dqz9GffLq#o5@XUzHgj!X%*GG2fwyhAjWIuHw?DBlN9lvzQa!rbR zO<&GkA4Sh)*Ri$=`s3-PG|#%RRVa7W2n=2cIzu@=BO5zbeBoihDVL#hpOsUw7`q2z z29oOPq=!%ss}GCyGlEhWWw#LDwjW2#Oj6+ToXq!ncrIx#1TP$Imqk9fJ=`^ucIJfn zwSX+HDztTHKvFRs-#MFe%YAIjvwSC5A2&=PxZXZLQ(Jfb4&GoljhN0pefeiaS?}}w zCz&2X>eB&LB!+X=afKla&6aI6)%(_oGS^R?e{RU>>U=9}kAW81EM35Pjiit(`xLAa zhk0x_s8QPVVMY@Ow`Yer9Sj|1_xgVV3nGpmgcg_vK_vh4X%|GjGZ^hTXbVUKFmd{j zvRVE}XRpgARK=o=p6Xvtv>*lM^#?PFTj%cO4z6t7k zcHGn7_PzAqw#6v{_nr%EM5@RgJmmLWqTr{(4mo6fzypv6ri3!pCs(hj$6@`Ey5CQy zwTT~%|3o|MaO2q{N0MWyqT%5cpJ@iA7W@aif0`}9tX zY`WdELK)(uf=O2b*9F~=d1V1 z4_EJK4HZ_=!j@z51?F!wM+G8B1ZgdHHtRIv*~++G-R9RLW)mYEg%3nVlsL^*WHCdKGAwUT#wc71R7PG^>;KCDDFQjQ%_?lqS% z=*Gt@JA?fy@#WWs2In8_Y|wUxTWy^aW{w*rS-YM;f6>CDPm+IC`>2=pxwbU_p_Bc; zZQ5w{Pp)57HIhO%?D!O>Hu>kTMU0x}I1Ijv*UwHp01R!|M%V&$mzVsPEs}m?ojV`T ztRDc&e{78^F|S%OPq$&1ZTy4ID<(D=(A?6>EiCUKz zZ=@BQ#_mrbmM`>yz4p5n=PI+Hj!Ngf{i{+w7r$SOb9cWnaPd*A^TZO#d`r-9KCxBMVuB@vTS~h>y4b;Orf&ihy2Tp5v@>R&6=a&(QIUuUQ`x<_^qa$n~FupP-1F)Tjuxvkva-j8DE%)b57$C=IO_z zEYl)}e}?8(;!Zxz`@)i{>E6u6DtPTz&Afx0l~Yc4d!Yc#r()()sEcf3w9w=a#hK5urbVMyTK4WP zA$Bd7YW|Gz^%wU3EluJxnAd5! zL2C}5H=@Vj5AO^QNBS1K$T^qj2s@8jHB%+hsGdf51=ylJF42^FXe#gK2T7G#rGWze$um7u&w99MB zA99&!KdB3QKmLep9;Lk*V(R)_e*jb@($I48Me?TCsCU23*r9F9T+Wdr>{;zazq#Lc zo5t?m`(P1~Z}&3C1a&vqqfa$6h8yjcN&xs5G6cv$%dM(g3TN6N1L=8p+|VsVE> zd4~_$<&)#w4|m*66?LwdgK@rjufqGqyl=l3HRCmb| znMrv!Dc~IF7%5df8q&`nMtSS4_}e8q|0k}S>gf=y`Et6*Y_&ESn9*_jHcu$WBss+f zIGSz7xGe8%J;!8Tb(K_}a5!eDI;|qMExA<^^{FTMWgFXh&6h6&qkQs*;Gl@G8`0Or zU00sz=;eKQk}Ice2_;tVB>Tm4pSvd!_Jz0YvUdpe&nSn?OS87Q2eZBp-6lL^@b%}{ z?57=KyUkTDM4XUg{~m9mbF%jU(5(TP4(5e>6|4kg{RP3_RGEh81+JFgV8&QSN5AP! ziGDAOS=$8(do{LC!r$VDOws{B<8sO0V!8Z>7QK^$nR4xYjIQq555Z8){e)*{a{R6= zMN8STiZz3IBl`dV2U3|1fFGWiDYuq=XnOQ`G_A8!{j#o3tg>bJGnRAYva@C zIE6QFV6AH0bou)XB*gK#1Au53{cVQE*5lCeK@Lm!sa5OdrM>;4JHz?13)7B4-0$y(6}*T zhw}jVWcxTKB3dJOM6hcPIsA`Rfzbm3(UZ0Zz!f8^%;qB-Oo?WjHFE8zx7~|BXo7?>uD8M z3@RLYc13bPp}YKQG><{hqbG5vX4#l`siDtL66Vh9%=nLbwq0%)I$~VMQT^5BUE6Kd zY}Ky1Z$RK4&aZOWxqUx+@T~L5mHtKZto9FsB?PpQY;sFua(8sT-KIyyg#uPCvOoi) z;+L*Egns{K*~nh*FDCkxn*;)5KNrhh;P`g2|M``Ib?veFzS?`OYV_wz7e559bzHpP zK2l+vin2^U+?VE%R>CjTipIjFLLvf}c1|R<)Dj6P^|NEVj**L$$dHY85PF zzj1Xg*J>Ob1N4;@v?A8+Os7q&XPk`vnBS#@9oqPDeGyBTn_kB$-l?zJ=$y#KreaJ6 zEsuGw{GRnl^4~0_JuH}VwuC!>Eqfd7iQ#Z)pC3@`JKv}I;stmdzG7;cbL0Iv9^3r~ z#?F^l32ErV-IAgR4YF%(#(|hbWSl2KlS7`ea=z|mra`d3)G+l@AL#iF5H|f)0v@1OUj>nlj@$^Iz=?lQb zXNN)(8F5$~c+|}thSOb6qof=kyfCyJ%(cX7@hlQDzx}M|hWix`Z+&IRa>sHtJKgtXK_!Y)F{@a{*OjaYS!9OtvLaJh-DKKDxEJp~rU*nFJsv4)Sn(EEwl9^ZGGGr32l%Fepo)tst;s~?oE!^f&R>6tn@79k(L(FsbVyBq}qm19EVs1t!8ZwmM_|Xf$sT9YW%f_}PnY2~GrE#h;(Z##kSwO(p za_i~PGMCjAT^ZdjNuFn{_tl*cEiJV@OZP>@5vPGd?A9lQw5#}z7OzArHHH>cp~)vZ z4a<8WA`^O%IFFehBVBoV(Wp7YXX;Dbrp|y4Y3S#(&(FWwjMe_ClvB7-e>++^&BkL` z#y;odZT-2gGBd%v!U4)_dG${>?pkPNWN3$U^J7xr?~uHxhI$X`OMgW(XWz|)NU38a zO5V;OB?hSe!D9CKO`1fEU>6y2>y$sqpUCLGpL1=>aLLLj9I$+o&VI#&i98*1BG%Zr z%Osdyf?k-6A5VkKZRduVu<%e4F zEB@0q!4jC`F*%L$RAEcFqw)~Bc-u&V<0Mw}p`A$$5T29R* zBvXpxFIA^Y8Lu5<-09S%mgN%WLLnUH;*Q%a?JVi$@E=E}P3B|gWbOoG1m?Gjqy?K! zk4l@x#bIsH_vipLX(#q-P4GVF3!gOhZ1 z-7fie_cM;GlwK_xw@@WhW)A>XfvDSg9akm+5;y(cG1Zl|J)6Q;^>^dxhr1cSve*Oo z$kO*xHottW!pvsG(8Kvm9OhLe-Z7Och$lqW^{Zp)5zM(7iaav$j9YzP2Gc0DZ*13S zGc(ky4+Hw@GwNI~?>X9I^m4q$DyG>KgeO;x{VXfz$(oQ)#dm$M&@-7z5tAIYA|Jio z5GUWUyJ<$}`9lnUxj#Iv!UJ2KS+?AW>kc{f|@c5kItFdNJ z=*+ki;+W~8(ks6$JxCQBK6&lo3kH6eBqCJkQz2tSj-mQpo|RDbihA1WnId^OY(<-DbEl>6=I%+ydB(aW40(FMRI|_& zU0z8}){En$D`ehZbJ_P1iHb${^xhK`M|1k>KW=TkYh-ZpgFi^yIpOfS$n|woaP0-L zyOZ=l%ux))_~>gNx6TRIx%nX;+VwoleXuv_Z2OS$a0L!%Acyecq^5aOam8$pO9JY%1H5c=4EN8XSarCQH3Mh4P4QaCF#>610 zm8aikioF+4w({Q{U@-dSfTLGZ=XKP%mL9#g)cv9wKWSJ9X}vPKuEke}$zrq5XVLKe z0B!*y1@OC1Z>DrNUEvQ7+(zt&15a~q(1$$os4}vYCu`ZYV?K7l-4m*edP<{)SSF*^ z#A0B67?#V`Pk|6a#!AqZ0jPYoxKmYvBP4cUA0?jBj)@4YTVLL>)hzJ}@stn>7S{2r ziecJ=Z9S_SE{=Znw55~`R>R&Bd!rHCj5}hylOIhJZ**RPWctUo!L+kN96Jzp`bI-=YIu{9LClT4!o**Xu2hUh?SkWs@Jwn5t_$w_i7y z28m^cAi4#t>Fl&$@Xuv_-=#BDeZIVZ#I2D#;KTd(;b}eSY#5qt@Z#kkGhCS|r$2RW zoH{k<_3Za(i10o42kF}mlTjC?O6eXCPx4qn15J&@%H@TsTP-^iB8FZd!Gs8d`yr>3 zkdV+7EOvwdI1Hv?4FE=T69pfy%fgjd?OW{2LxjO^XN7LVU4*t`Oi-cdhj55jCs%4@ zTkXyHV0OlzWkW{Hw=zCst@B?8M7AzpfS$8D-3WwFZkPOK+rr$sqM?-gJRm*Qo?YB6 z>$-ACB}wNY;+C)R^e_}f!hGFFwrv+dAA2fd8-=PLy{-o83(}%T5{H4NL4x@(aR53= znWXp@GZ5+8NS?*M9sDJbMsuEGUy>L+#+}NNj(9>vS)y-R0ZdznTbA@IeWeV{UjX$n zcHX_9r#tGMo(d7sQjVUcW!eL{5IUvFjXxG^fp6IttVcmM)J!K zK80Oh0+ai-5Us=39;bdK&)Ib&21s!4==|^yj^W6>d*0i=%i{~mW>@{h#f{{Q+r$tv z4()bx<&JIcy~(TZi?t)eKQ2d~XrJE~Qmk{mh?jj<AFrC_1Jd~JZ|_`|nMzqCR-DQ|gyWA?pdM1(#cHy*zxS)uf; z+ka;mp|0sbNsv#nR19x#(CgL=g>oFfE z%$k1+%xsiv`UD>UQC}7%0F2T$wM^CYeh{MBmI}|GEqdZs6&54)LAN{ko%sA{@fMNs z)r2N0^#VdW7}7Q0r>F7k%)Oh%TGEP6>{E8-fgJNLPf{FXH|Bq;F_hJ`CZylOStZ12 zN49ot5?PGLL(jXOX2jI{u`gO2@3w$r!BxQn4wh1UYJ;F3WOosYOTrMYUAKXVRkJv9M*b^@l-<>HS&r-n7~2h7uBc-Y7HT&*bJV%(~~QfCv9d?W(2g zge5KBWXg&9RpfQn&1*73y*ZARA8TL_x$w$yE}GH$Jn#u;BtSs}X3enmB< z%1h7@m~I0s4Xs;S`_gg|J*$s`HX8E-TlbEBJc{x-)~Y!KI&RRE62s?AHy0BVPRZ06_64=4wA_-I2*KoGN68|*MX-QK%Xw_t zV{Ea{Z(_m#EKqL`zp_UQ3Zk=u;<}oVT8^7*rUc;15vmyG5~?v*01h6FHRHEP<$yuc zZ$!D=bi~L)kP#QwK&DA z7W9<{6IJh;mW1Y~^S;Y3Gcd8Uc)?R9uf@k4c6}C(M(f9)S0lmCACXRG|I)E(h=PktqykPsz4UD{Q&Fgl~UxyzpPa5n!5 zh-e%8e73KhA*XxPv=ukfb`a~u@1+GLzv?G9MJIqFw1!^Br*JQ}Rv_>1tHkI;HuMAE z^{AR3yPNcbpRv75jZrZA(%%AK<a6)t=-$&l-%O0%?Vq7{To{9*% z+}s>LEB5!HzsUZd2D2_VrrmtQ?p5U8)RZE(>*72hhb`mE;=95A%KlWAP}Tab)AIx1 zjXoQ;mX+R2AUPkl0li=gEzHZlM&{vo489DQ}~*_`YxV zsHL1~`I6wgy?o)vg-rZjTY!CiM^g|yS zXfpZo^Gtl&A~Vwlsh%E0r<(_WPxR%V;(_&DM3ZB4dfSs5BxlRH%WaBo8wmqF~ws001bk#XEYyR zO*l<2@dNKGZVfRR3cHm5E=z&{1mtdamp|fpe~wr}*B#d85WADpbta5Q6#70KVt+Ng zE=e(=WPaHpwBa){$NHi{F8IB6jNg2!vEUvN7+TBV`|lZ9VH9 z-IQY%lxEXxq8L~@HS?hJ79(s6o#0@{A2gGe`*8t2gmNX{7gkEMf21~9Wif;&eRB$){NNrJm23_u8q29i^{;3iTQ z4rCX0sBMCrtS{`)6xz!ET?EN7qfF-*0CFDv@bq-1qvjgwC-23Jab6iHZ7U?9**?D* zB_|*I8np*&+hq6=l{@mtb4-Vfc;vgxpFfrOBAT;{vu7?{kx_Va*`(FyVyN$&upKw{ zZ1BQWDf@^rqu%!Q7h0!w_!@l5zm5w@Y%>0K*=@O0^YYsC)eBj@jq$zx^f42~OB%@| ziDwkG)QiW9{*>MJzJ4-}y*JI~OB2THsED$HHfJ`ip~JC9CQWrwFn6!APxU@qb4b`# z`D5pej?vcL#A!8W26Ip`j^Vg1B2Jfa#wc9Tl;CtC-$c>0mE0$C&xBqu0zVyd3_nf4 zdji?Sd@nl_Kq(TXykbgF)MZW$cZxG!Hq8wxl!!T@v*kumG@~QIf8Yp!yRf7CPjYWK zEq$#W?{ClwnOP+ur!!-YC*VwXtb{u?26L&kyhVnNAOC#Vck$?vu%RK?FCxed|KvZ)SmrV_XPr$2jy7VGs(oZ5?&x$U* z8f@ps62d8iy37P{fUyTK9cSr{>mr{75Y`4@t+@OqAp+NjJZzhVwpOe05TJmdliq6K zZ-7VyA_gGI;Tl$YMKn0jP>^%f)8iN(PjQRA*Y9ksw`M^uj7f%*;w=lZkCN7lC`r{! zesh^==z^3tG01`#7CRF=00aamyF)^|bl5G1pJ0I+P6x8*67Uo&hygrMmo;h2eJm}< z4nUI7ZZSuL)rh&X63E&3_fW_7wo$5nixE+C0@lM%n1$nU`o2sor zJ^^r;A(9At?q#R`n@rR*knku}9LD=6p-x%BO4Ud?>O?5vh`^o|bP$_ku>~xlko|A~ zKNPrVngbj;31=?{nG%jb>mTk78o=3*1=;84Vh|=rjM8+k*#TMTDO`Mx z!*mS7FtRje=%q0|xoFc=mo-Njo1^^q%>dvn?4z4bLjy}@LxINT3WE7w4uAN3fC1>N z)e(tE4f1yRvpW>W$6GG=0Vu(;Gf5La0H6#cMHBb{1tbYxPlOQ;9g$;)Is$r! zpuR<Q&txeSDo+!=4c7lSi^ z1J&u(w__OsO$jDyM5pOAxKozU7896Q!Nl2KNCpi#A~|nrM%P~hFG}$@h9*$fjlcwh z2TehF9GZy=)MY`nT7z##7frFbgT^p2N(*mw1VEzkVBP{a`k+~8D?0G2LDVN82h7L@ z(!k-mPHFJMh(U{1i3uFR&I+tpqVq@$9A^Y~0l6*V(Ff&98O$9dFu*}l!_&cv2<6kWK!0ssfP`(6)(bLY zPS)NvRl1Fk3+wRBQ#Q#&WMZGBgy*%61m`n%--yvnvpwnRwrjt^IX7A^iMjs6ho{U7 z_sBdIrAoSE{WbTM)-4zpuXBtP=5HY9 ziHgAykcA2zf{UKW<`|SGk|74}Z&5S{Mj=Ld1v~@M7=kFK87dm^qM1zWj_?xc7&21^ zbvp`D6DSam!abbDBpg5ZmyWDC4nv0lCFS_YazQ+eMjjbW88gl$4EZ6!?MQqMl8TC9 zvG4@D3D8qqKtTddmjwy_feR$o5T!|>ykG?r>liLa2D(L5+$tpH(CMV1<0mK-p6s4w zQ&2VCKHwz08HI#I;J`zfzurE~nI_1tX87Nb;$3hfDceLwJdyskXMI^_im&6!z`5&g zPZ+v5gD=P2x(n%$c2`Gts;dDkmvfr#G=CnDO8EjQeS&up`glw$kWk6wYToJs_I)g` zGDpQXjyP+s`UYGz{2ALg*Q2wYZKN`O({ADe@g@a7iFay-36mBrIz*;pnfv5W%9cdu zaJ+Rg8ch2I=@h3}24q(aFPY>BR%@^Y*ct4DTPYs(fH!+|0D?%6AUTJ1#Kg{QZ!iaNz+rPPp@=M2p2)du)-+S|K6y&YGeM6&-oio!G(G`mb{cP8 ziPe1zZ^By{6Hilc28y?MJ7gtLfE(BzII&UYz{JOLDT3k##wnOWam!2rV+LMAp*+CK zhy3^FFp=WjVqm)BgJ5wo!&6D+lIVIkw<% zJtf^`%A#_?InT_)LtR&EU9J5Uu>?Eml5R+cKn`-z*eTEmJ?YV*z^A=X?38w`S@`sc zWg}lC*f~H@fd+6UWnD1e)1Q>38&E`&%HgdjwE}`I0A@X%^lS(`y+Lq+NKfJ^?18%s zi1-`8^A>ojoxpa+0tq%ufGlqzc{;}%noNdUANDFK4B922t2`hEVB!Kjj_gx_qYBc{ z)p64xpzP>QN}z_V6sxP7!@=hgp)9C3nYTr%n+TWEZ-YKeL%ZYvNa8G5c1#3>sobG+vruxQTy@b}Kyt2_dGAH!;;9`vaAFbt+NSnC%` zZz{CyS?f9*7s{L5oUXX^suE%ZeQH~F=Uh>O#5V8O1WJygeVQYAa&Ro|fiX;t{KXha zl#?@%Qv)B))FslPACkR%b&02^6Rgz1J-4I85dngoa-Z;tpM|3NV=2}=?{SAGhcJJv zsR0)RNe0`6W9juIxKl<9m}apCF%Fc!*;^Nl_dg8@2TSbqeE^5;lZCM$m$6`G#Pyxz KEn+#8QH~)7sx3Ys3<8YC|T*~X&5-!AeTAWI5@8Gi1J^#D$LEn0hJLD788fT zU=V(}>#`DxqLMI)b0!2AFJ7dipk$$%c{}2!o5tERTUARb20TPtc0)zxaM1;gdBqYSdAhkdEIY4}ggpNyG zg_K_RKG{`w28qDv^b6cKN*WmT`Zjqatv!M+k~1;0u(I*;@k0d!VN%jEvU2h_Z>b{G zZX@sL8yFfHo0yu}*gmkccW`v_eC*}zpM|ymupoAI3^AJE%J~H`S=Lfrafk$!aEOPbyIHecg&Tfux}IP8`Ox zeye~)N~6+!ZdX9GSP*R$Eyzr}G(67Yf^=U+?oULA=vAt?NBQi~pQ`o6rQvUF9kNwfa;N;w`f4R;%Gx2W=cF4W>mlMDL%a$DV|13%T%^||- zUml+S7t{Z^^ha?p4(16t&xZ$S(W0?7zJSh5#6@f0^QMr005p)c>|Q z7~Fks|H`r|`lH8wUiO`todtd!CFbD2`3eHwy4_5I=j#t2T(;zxvMx?gpBs7?=l9q% z1U+GS+0yhJLbK8K;`VZPhqT@T1>@Jxil0A$p$ZZgbtu+3m4jXaiEHnbUrSgs^42Yl zaQln7IrOKRtV#Y{-`t5|A*fP{u;KP;-uCh^XzYK4vJ0H=1qGS?L^S+OKJ+hYQ0Q<2 zD8I4go@fGy_7B5CkRgch3lzli48&6YQTO9N{H!vq{>b@j=f4>Sg$IGKjL&s8Ct)Y~ zqo`VfQ3bg)`5*3)qJ@tb9x?n2%LsJj|CxRNx$XWpEHlroRGe@w>5pCh0s#G~eQt|$ zjQ`aXeCLX~UK@?PHd+7%F1WKYVNLBHn;LiSpQHcBsDE1ti5AyxVJRqj*dfDU{SIxR z>o&*wXDQo#JFJBzcRK8!m5ix2Nd{{yT3od$$`0BBXRv+~dgZ$=`Z=_P8FKz2_I!ow zvVc3t@&8JEzKdEVF_QtOix%Yw7DosiW-?gFky?l8Zy}&n9+WLC@5RqwT$&Cu0Ld)m zE^HwLHO`4&_+~Qloo~OP_>WL%3#bVQERw-G>yLCbw78x%2!59P|H4S%Kk4%iGSUA8 zG4?--*8qk6WxIbX-|}yh?M$w*p8-c_K=m0=_wudRbrmhu)7I&uB5gc9Co}7bt?wC7 z^ac+b-YR;P*fk<2`+MPtO*p*38!|c?i8}){k0Lj-@xz043&*bCQ6cWw&6Gv+0GV6% zKhQU43NP?&l%*!s&z=GD!a=Q$r-gZEK+oXKR9>>EONt_@QiJ!M(6Yeh!f>7mGjC-YnwA({({-*n;-( z+aOG_!%v#mueF};V{wL}u6#_}3dL*h%<(~bsL6{U(Eq;A8I}hh?W2}=y$d(9$MMSB z!Dj_S@g(Z+&Hy3CuMsOJ_C{wwS{(ME5fuU%Gpjr$20c?tj}r=35*&ap^1Z8jg-RX7 zZpJyb=DdfT;&jzV;dA$0xoh#GL#Rbw{?kn?sOE4!s3!kk8w1XO7g()tsB&w_elMu% zMQMx{yn+k-@C-N}tjWh4LAdMKCO**MUSRR3xrd;tF6XMcp6o%+0D23;!%%JS#^o*g z)#((ePU&u`Te98HT@tg`9^k^HR(&SNMvG60BTr8v&w$sNCr=GQ_|agXx`RfRTIeb^ z`4BJv!O9k!+@FH!`dVhKdF@T;heaTHDy@`sr=$P82% zKUCQbFH2Agg@xyv6U4sfllOwve65QPnY5|FPlAE)XA`I`{@ke$Tqxww7+X~0a5R>e zUf(Ul=03P~GFfclKcha@dBn2bjq?pQAj98a-QOO-fg!LN0|xCr_F(N{4|VP%(&uB? z9MFwdy(lYhk`2AWKdvnS@x5P!{6pse8ZrSiAhrxt@1X_o`SoXuAa`tya&>sJ12z@w z+qd@`#m)G064j`ghw2$cO_pc+q3 z?e4WTu5O^Fc)=vyho9_1!F|c+q87n@{Xa=k@t@(j2ed3a~z3|N?_IoUe{eiSRwld_sd1^2#ICAA{e_&|30n4z}v+AKwC zAQ%OfX8;b@a0WcDJKjY#nxf7CxEN}(7+>Q?zPeIvA$GkfSjC%+m34Pqz~ALw=h2%) zkoA->C=#0p-vD#|Zq(st9ICS!asXy?vBjkwGDFz2qtcnmf9=?rKwCMgGDzClgGuwrLGyyhA3tp9kmE>14u1W&I%Y3_Qm4<!PD#vVQx9>bqv@q$$%ldI?C zE2m9IddDlP9IgJK(&Y=;xu=_dc*}gnul@DZ?>W*dm>8R4@6PiTO4gda3`%vo| z{EH(9@SLY&tNKatz2V3r^-|964Ltpuo^>R3jQzp;ljP^GGoaB6%n3#3Iyk_HAjGCNWCaK5N;h(&_cmsOwO*4UY3=xgxW5r=Ag z3dbF`oB=4I;BD+6-UjFREO*a!0OxQ#`-QY70%ScFd9?KgkM9GGxYmk01Yx2chHPVp z&H(MLtnJx7RNFs{?`>i&P(3g19qdOQY8Sy5A&}G4BHFCf;v<@^tmfd8GvJ`-JXnj= zKNipWG_`Kqyb}lYv}`>DBc6f)ycV#)Hx9wV{#ybM7L{lHE+{oz-tp=e5?rM684v;% zv|Wlbplt>Rrb$T9KktNk4(blfBE`>u&x5sJL>s>Up$?kdrGOvc&RJiqTVz6QY!<_J z*iXWb`sQU0%+DR5e;yufyO*{oA|B_0;kKfFPK#P(0D+#O8o!==hyQXt0fW3y4dc&_ zKL)p)N0gGS&%*Q-GQ5feBx^+ze#uR?Z;pS$tB9iO40!q%m0$ic$OFt3GwhFhR`Y70 zPbj!raSf2o>U*1D$b`gz;E58>077P*P{@w)Ne_5E%?%Mejg4TDyA5WxMOdbLjVe_8Fr$lX{V+9%X_ zT9_j6j6;Bo9l3nHKHFK8dxwSZZvATr?qN+AYi69NJJtQU5Y~jQUT0f43VakBHARQz7_xLKmS}0M zS51f}Cvw;{1F!hUiy?Q55zf*rulTwtgJ{Ny(%Z7}-KAi$HL2T(R)bpXc=ZWm`8!md z*MSjjf>)fU0!=qQ8W=tG9f^6qXm#P(u7>7Bu!-k1UI__L>bkc7ARai8pBcaiH!h^q zh3=l_-MalIh~3Q^Im5|fQ*-OFvn=xaB{3j2UU@KP%6}O=ibYB6WATdJA|G z1*MiD8;ql5#jZ}fGMimrxCs5!=5%vIY?Q}bCb0$#tBnh!wHyI6r+n^*Xup1)`D<$w z;|TAy&PyrOi7bl`E0q}U{s`Ryt4py4h~IE<%JsR$EL9@Dte|mminm`+%*TnD=kd2; zd`7~_RfL_vSKoTLpAX~|^X2t35g2-9Kd<9s17&WsPI1UJeQ!}KISx{?;yKlz1-fH} ztXIYP+6iQkFS0Xu68w*y3{BBF27-brJuww)U?%roQiA2@vMs>1WTCV`6P<-^sz;z7zjKqlxuSC z$dvjH-(GA!1H?HAMNzwKKBLdHnP@O#azb&C#OX>z>N0LrE3;w&wUw7sDJxWJXk`%g zB}$GH;XuT-j??PC@Ia47HR%a>p*PrA)22s|wyiSyt^_*m|5Nx-H z^Q6D7=CBV|HtE8TY|*lqc<*#KHXTVx;Z&wcIxhv*pLG3@g|w^-IqJ!d>eak7j>LJV z;-#Vlqsh9kNm@Ybb!w$|`I=L=*F|oWMTBz`hKF(FbL{S=eF$wJ7he^4Dv0U`YU{qo z!Bj8()bp1)JcmT17WRSzrZ+AGd9dn*2<4I{sc-gMvz7p zmg1AW`u+@nnvy?zNPS^@p7_ZX@T~LU)>cjBR)aLa5g_4@LZ?)Sm%bOUe=9dlr(jbu zYe4V#>XQmS+-`Z>+4_BOFy`*Jgzb>%YdF5)sZSNowW;^GwpE46x{(mcRu&}hS>qII7nCGPY5EG ze?64i?KDdK&;Tei#HbU+&}3hSDd>@o`C80g=H=!dV98z;@TOo>`!?)1jZpLfix&C4 zL(NC^@S65kh!85|!5LtMD5CW4DD0&vqeZ=?b&&ovS`f?49iyTx_K}6h3kTh2IC*~G z#=`g8&?^c-57evZGoW-Za=H@+utrr|j!<6c$#F-2Q@T8G;Q!+rQ15xvJHa^+CLy0S zV;vjFKe4~0zPwwP!z2~@X7vq6Et$2cA6Ua%;%|ZH3T3%ju+)cmhTi-{75wm-?{XISrwb-)K%&wC~Z4ln||nMc_KHGiw%EpDAe@`@i~3 zG1%hr_1dQr8Ht3q=Mscco|o0;Yad(BsolT)p5ud=%s2tJUGlrfLm%ctTeQf z+)OK(Nn@->*^YhHSbE7e_76l$Nue~4Gp*DDW*P%-WX7?q) zi#4ZDnYxQLXFjZ#=o7-RI=c%Hb?D+{O(V05g^l-vi%5({9|rLDUj%pP{GrK&0pRJx z#i0vOfZ4^w{_7nfC&psH6XC#8oe7IeO1rs(#3(y-5piN9HM{s6XmNkG{PmXMzc5I~ zNdArBo@^3@ksSAvTM$6g>*L5!M_1T5> z*)q#*P3cs(OyO+6BkF*8ivC!Q*H7?N z7_q>~hxHAmaFvGtys3NrUGF#Ng?k^^);^sd2~#*{Wk?%mVR{RlvLsYeg;`7=BSj8~ zS=;uDPGEKsI@Js5JVKR$S`mCk*EcU78>e|O{Cf2y18-1$V=JquVK$40KtCm$HRax?>#l!GL?3LWiY5%_y2^5r20e@^?U;C`|+P3R>#=O zW-1MWEbWpo7U-K0jK(n-ma1ali+;OUMenqmf!SS>iv2rFx2?f#14xWDCq~CHtKTlF zbpaHNb&>?*-BA*m;++Zmi;d)Mn;lgd7$h$TOaLdc&p}*CeBo+e2n@4^R&5l=iSUd3 zM>?bdFuM}IEvYy^a?YOLWIG>drWYhu)gAWjH&`#i<0n^cQ|H6%89UTwc%v=jdn>*{ zJ;prL7A&=%$JKi~^wh{Go&kG{U4VQT2-opXhN#&f90OMSG~4zv`6vEPi!7qonOBoj zp$zrU9VHyWTnq4aXv^v;=W`7B?dai{)CDHaeAs{_!V^p@;sMV!gaZMt|2$6vyd6C^ zG`qo+`eSD79V?|+*r+5L@OHp~>SC1D`ol1HsIO}|zOsl_Kh)Rc=q0Lrs`~{t9;TxS zC|nI2c&hgtW}ARAWo2>?gIFyvF1}eS z%GB+Md{=G=yhzrq|`J~OI_V!&3 z1rxlGC*C0<=8GV5;8A3lKhXAmq92*eg-&08-!t!fDll@v0BpMm@Z7I%YshoC;?QmT zEcmqk-jNY{?1fGm6L)nw7fNzL=uu@VFy)C~v}ero7eq&FT;(rK%{#|?AQKvU zxYoV=*l%qO8MkaXZ@q{dM1|ZadiFJbqTtCl&&U?l>p;k(FwyUUI&z%|-z%x7EsET? z64CbB%G7PM}v+>6Smg{Q`aI zw?Mq@K?;{IE`{;Tl_JDAW{$S*^qa#>-bP*Ojs6lquzD|FG}ulw<=YqM3L~>-;D{o1#5*=L2JXQugk3qGZ#~}?!=`Z`W1je; z^@E&sB2H|jWTJ_pLkQJA&39wMO(I4(jwk4fYIc}dM7`%Jw8~^}FZ$m4XKZ>d(OrmA$x|gCEko_iV#55w zx&A7z>Ll~Q+bS7THWLyK;AQP$(}4L<<_RWydMD-L7^J(PWjfqLcx`Y&4!=c(TN*dI zj)hh47DKezeFJ@EPF{+?41qTmv~H1^D--!+G<+O-;L!{g!cQu+pGe-d#$MVJKUfoC z$4*ho;=0VWU&qkwVf17mP115;uS}D`rcc2uYsrEKMOWB<*(F&p;^YC@F?l(p*^)Q1 z$Jsaa#31sNJV1fgQOo~fd}Qlq_HEl#_(2AIKZw9} za5{(L11|-as-r9l+;XGS=;Nx3d1e()oRhRrX4aySPb77-`q~e85i@Whq85cKy+q*g z!x2>I6iVRPCF-v#Bex7~V+aVlJZR4l8nK(m+U*#Ci+rLnpk3s^dXPqD52LgxUO@(- zjt4zt!MFTH4m?jF-AO4vd;w1*hXXjCc&g1HzYK?=0n2e4NH{CY(rs#*ay}3FUZRu7 zIoNC>mTon$lPvoiyiC;&R&&bbWnoyVeN^{4$qV`Nt+7v*;J?8NF9>{Tok94o2x>lW zQR}cpWq{8rjAENRm@kdRuJ@pUiC+=BF5NVR9^1Y#Q&qa;H0gXF+KVPi=4~QXb)Z$8 z@ooa)Fx}ImOKx)G^~Tgcw#RFE?C%dG!23(fS+hP}+_!%~5+G+i*#j$5xcr8%@II4| z1^;hP+=sGM?h?b_ZD+uGwSg>XGs*zv?enJr}<&drN*0Bk3BPO`tMD% zCWENYNW52&aEkvl*#PF9@Q*JgJyzm~bnDgHt6xz^4)sp~!IaUE=B5RVKGxLym<{=e zma=T%78xo5@?oIs!=tdHK);zLY7}v(1;XdAs$++nR=Z%MKsc^|!~@nq5?Wr`SMJ1$Au+8Xlbr z>OUe_fhwh%LuRQYyecbz9#1y=9EVcI)>AYu>*KZqH^JMZ#Jt?vIJYPihjp45EeYpAeOM?4P3nqJ-YLRk{+(anA4T6%PIKIXBc3-J2Kn+mHFO; zgdcg`CYZNg==C(19VWwldWAiR5addqIHFR_`DJ_y!*>GA46i6K+7$ z9E;1VqK-BG>__q5fQRG=;fr(PJgDrclPn_O3>9QkNalNO*KHcLZKp^v_2< z)te5W#FW@Skiy{&xO@nz;$;C;tl`#%IU8g9!1~>(8PP&kWr9{WRJKM|X1-K5BHPhp z!1zIxqFA8k_3nB6s?9M5Y|Z7{aUcb;H=1xl$Y(cQ5Nxc*5oiziJG0PcCSK(zM(*78 z9Xw2M@C4IIfR5O-Bl5LG^721>vf3@kJ>}>g?FRpij9jtQc=9&9ZS)hL=Qs(x&2T7i zZuHI0LYkhZK`vRzi^ZYP7N%N_-(yY2PQEephta13p~|)TjhXg+`F(dAO~xMe`B~T| z5!4?KnHIj9hJ8x%H@X4Gpr0?j`&nNR@*dh={^%(!s_@3B^Rm5k?AGFoA2}lF=)MwH zZU`b?3{Gg`erQ1BlJ7b%v8MD!unon_)3+Y-bH3PF(Rb%cG-^UmP}pi`v_@j0e|nCh zF;;>aZ%VeUIH+PcCw}p5((`RboA4Tha9lxrk|7_-ZxdBRkLVa319aHVPp z4tol|{b(mK|)TQ8WJquA_x(+3z%%aFK(@` zOYqAyE6SX9N)|CFE=@-|@p!L$?+L5grA#L`kU}&*AHJ= zI^PNBKAjE;!<8LAqCG0(C60)Osu&J^ECjXjM65ZV%-@p4KyVR))TN;|h&W|TWj+8%Q@2X%0nOwo^ zMvT*eZhnC(y{9d%8eV7;+*DZ_)@JhxRrV7e)pakl$!O*KCnWz#8Wdkf&{NaAeR^bB z^XZm!0yFFO{TL0e(X8pub)S})h(tefQzLe&@M==T_^aj0x9-}8M~GEHW|Ub!9=dGR zJ8HPo>?iZ@7G8KJ=^8oFE`;3|Bis8x?;Eq$U=nl-E_pn3agU-i>edeliPZcrksWWu zs=vx4=zqo8?-U8$ zJG9B2ywz_CwO?ZwgG3hy_QxHk*4|6hZ7MQF{8$G2QL5hZ#Q|RI{8l2lZ#aoxzl9?> zjKw{3Cd}v;lD` zy{Ejt8>+Dac8`%S!-(RQ?Mu%I)!+Cl#%dMMY@Hzy51*!L#AU4Zz+ zj6IW%%=`TGBONTL=ZZAne^kGSI|Dkkao%yQTr3i{m&a6zv_C7Mbe@&6Fb&vdv8FPl+|fHs+sGtH=5)78DgoZ~jyK>$Qk_&me1~lIC;o9! zm(A+L0gi@gLbBlPK~WrX=SedSt}NH@wgNg|LiFX)w)2(hr4_>|H_JddxY_4C zT9-D!r$uU^A}S#ia%(79E&gvCO@>X2ndl)3cjDk}B0X znvXqx0EHhj3G&yyrsfGxhwt`XfMD;yDBga3L2i&=SuM-G-6E@UiAYSyCf&UXZ|_ttmpUWY`}4iQ8B3zzGp0%k)zkgpNa-~=22{_VBVY%6bbuz&yK z2J?|!Tv>Q{KccpZBytDR5lHKgp#=;D$!x7Ncc&98coc3|%CNv27le-7jV@^UXbL^0 zytWPWeWq1gkBjd8IF6E3Zku_9s0w#BZM6(9!{6k~rt4TMUn^!r)#?l3;n~Rjif=?# zI-+oSVkxr`4|@Y}d?T$Dx9s)e<9Ih4~4FA*^lwwKW=xg*Q@{`8eU8yRI!e)cSxvb`*J+An0#usjWA zOm@si+SBv63kZA0XL~crzvuNPV}Ym`TJFDhWRLW;Sp8hHTDLuBwW~~`?|1oTg160b zD~u%KZMlMM!}t8?pMH2lBg-e3n%%yf0bkvO$a5k(=B)`;xO%h%OejiMDz(JfT3Pm4 z;f1>K>(e$T?J0QKLYA)zPq~iv)$m*MMY%68scnc#Oms$r{gH0hY+3F~*XAutg~KN- zS0rkFzg9blbzLzTC`|DibKB_a(S14 zkI}E5(W6zz+-Ral;CfI=0gg>vgUau#>SOT1B%}XWtbyI&HBmR-cWvO^KiQJudliNN z7Xe52RfjGyI`rK#9YX6cJv>8V+6`;8*!tv=h`GPaxG~DmbVWj5s;;WGTCX~itiPOG> z0IIB+Mnk;Ca{8vmzHBX@!}OB8nqC~dDAUi?wJzt7 zQyYF~>vlIODT~jn`?3Cu06HcZw_*&`{SAjj#(G4h#UWCrOC(d(O@0av9$%u{;P3o~ zbEnkTq`lF%9^A*#i4NcydvBsVop)5c6rWkG#zoE<@oq6?^4teUIg`{JN07(T4_WVL zibQI?bbghcRj!uW+!F%sY-f0ATdWf}ytN?0pQ6!eMT@)bvY^gBq^J=wi$8{l*Iyn(CPvse&F&Q$> zMVVXWj+Y`Dv21-eylv&h<#}g_d))c=ipw;9W(Zas=JV6=Ys9E~>djz!Z1c0aZ0}K@ z=0du?7==Kol<)~NkcrKpL9|5|*>Sb0TAJc>L-%H+i>F}+)WA45eQ!{* z#hoSQqTa3Rtman+j*8=VHyH1k+%AY!r>B_-L1R0!pIi>!vR*Q@`Fzp0?w}d_`=RfT zu*j>m`gc?F4W8i5N5fk`;|;r)loWgS^k_A#lD~RVKCcnVMAE5JhOuhjpjLhKu17-0 z-8(+?dw{I0AGgZlDnG^NyMW)QONgR-cSdN`w5V5L?2gC=-hX$LIsw`Kx z(Br{c!v=_#{^%9fu${2q zJ6@Q6H-)lW65uxYLzH(|-tP)H8{h%cqx`mB+mGlxg|a8^2tF^TM?&7i@~^B0Z^0}c z1hRpXZ)}PccxLS$M#I@>Zf@7#zj^nQ2V2NY!8D=5aykVG>>@P~imt-H#d^6j+)-@5 zq=0K>G}83$;2q^m3B*y{SrvA;-bAz=p!9W+&yiz$VY5K)nX)=Wl=`~Kkbu;~Y8pD? zeO*MlO_ujJq%3FqhkhsN5?j~`R(0XXSYo@K>w82uYE&*qhjbUSD%9-$<-o$MCza<4^DR!@y0>vD@Mt%WcWC#JfJ&ld znHW3?ibAVc+zwrq>LosZgUi>@yiC(i;<4XnXvb+}UY(#^_*yq*D#KQ@)~=8(n0sg( zh)DAi|7kKRdZXd;!)@L5!Ne=% zzxu|FxdmCRX0Qy2R3?@zamcj0-|5T>k2Et5t5tH0Hck_%f}E^KHHntwU1=SimBnxM z?Bt94zQikS)fLUI99d%}sr5gZ&Z9{+5X;)E9VyRQdu9b?)cqLZD<%+f4~QXYvv{xX zxvv+94&t{ePYTp_y38&M1eSarHrNwvsA~)rS|{Hc7X6kyGO8HH_6xX6-B)=$=$bj2 zY9wFB!~kF@6qH<%sa#Bssrzl;+){>cswPWutknshgnt zHCgFF)9-!#z+=P5h^Q%sl3gMxCr-g_n~)cgg=~~LNS+uEZ8M>?%FVLEVAvQLc$5ow z96Nlf9lViwXL9W_{EjhEIQe(CwAfX_ae2$xS(1>KPb(S6Tbzlx4~(|*_QUk~Ybwhv z)ZL;Z*B6e-Mad+YU%F^ZR5YyC&7cP>H-BXSwp@u%Do_awW0Cacx5Nn*yOt4sc<{#K z^|h>?c<`pYv>Kk2oyQ52)-e~gdCdUc6cVOk4N59ypT^0;y_8(%ES?=0GxJMoZA11G zF~NLq2nM>QpSm|och3xsK|q7zR8az_<3WtO;qIme?ploy;T;RJVo=$v<344Q^Luf<`Q(Z7 zffyu4LEnL3(BBc7Mg*3M2m#r>G$NQ?*mQCV#!8mP>~7pBlweRF@l+2t7;v}D6Nz;q zNF&M4%1$FhgIjiT^&Q=nDWbJaZMCbpi~C;XSfh!(sDvtwU@b?qqV{ zPbtZRv}r9Md%9|nAM;Yt>bq$a9?O*jgqP>)ug9%HvJI?FVwz)~#A@G8z4-!Rvq9#Un4K!{$9oZ(-`*< zagExfQKIwfadnr3E8S1EW_QKhZAhWr_+je${R*Dj#$$zSfqkkZ1wojYL2RBs66oX9lV{0phB>A^?M)ZhrtJIhGGPxKu7WVHaIBrF+WCprXZGiVwK4w}W$ z-%Ds6pRk$rCj$x5@_KdwObM_!9YFI6%u`*Ngh5xCgwN6OVj9UWWJ*8z#r+(@-83C2 zLjV;^=4KW@2GB=4reW?_v1Xv5R-B7nyhN}oOlXZhWeQbZmMp?P<<@KteIO$irt3!S z=qLt0^_fNsIKC3ch~Hrga-@{*59_x*?mO(Kh{%YEa3Jth1!w6*HAXmGRqz{pncr;= zO(WmS=1hZ!lK@`z>KVNfxiHkH)|KH5Zy)FGx#Yo=z7~!ry@bx03}r8L2-Gnypk7@Z zdh|$ek`C17IV^KYnbe^@Bf^0;X)k*PsoVvyws2s;yGw#BJx{GH_&b2lq1yo`;PX_6 zAXptOnYvpBV8dAtGP4Q6=oAxhNF#3H0L?`JCkJgtoSlINpghOAD$@aMYBk`zm16&N zVCWQrCR>&OsZ0uO;q#l152OHx01x}w06j+ue`p#80H=$P7%*P->>|qa349sAVZk_{ z`XH-|qpyXKTtL9#V{;2bnXVN%v>_v0S4pRrU+CeL<5pY z>=PGr5@-G>6Ocw!;##{XFKn!~?U^^!lqvSit|s zf=~}FiM;b0)F~4qO4z5$P(-NryAR>6p#nZA^i5BHjn-}92d^T4j&?a~7h&RyjQ9XY zN+{^ukEBrWH9do;I)WhW2AhO{8x#jNi^Gn=c)si?slpKVQiL=HO*o~-po?{~V#x+{ zW5Ee7g{v{>8=8Qqqok^c_(h~v%eDTfZ`KJ6tNJK5K)@5JDo%j}BNa*@j&RpnLI&Tq zq7uEnNEl`vzz#N@r-RXe#&jH;18c5z0A-&#vLCF1cl{kQ0w|yMUS9%T(8UkSi3wna zd1``#qF}+(xG^0Cj!-H$w*YqNd*9vw@1T5OY3l;B$BK171Fg|-1)jjm09{o+M=^47 zjBFa1s{=KlxuIaTX9R#tBqCyz)-ee%a$$f3U?X5yJ=Wo>%81x4;|j3oHR#hK1)&N2 kOiR%raz_YIftUVs;y6mVOujI1@)MeMHBLA4(%H}d0X3*BAiQ5 zDumuUNjQVP3Zsg>%1Oxg#;{z7l03D2jN`- z<6i-vH-T6HKMBFVU!cEUU_5*RLLy=kQZjNtp!_lj4~&nGM}SXANI(Ec`vJ#61Xl>D z*#zZ@uIfA`W_O1O1x9});kZ}wgGRT1n^V}rBZ!pj8Z90D^&4E=JiL4&qGI9_l6UVv zP*7A-R#DZ{H!w7M_{iAO%G$=(&fdZE*>kTKFTH(&Ux&O2eftjnJ|;FUJ|QtFIRllM zm7SBDmtXp&th}PKs=B73v8lPGwXMBlU~p)7WOQtNVs3un*Wwa-d1ZBHcW?jT@aXvD z^nw={g#U*Y@cR$3|KN26;Dtv(fKNbt!3&J{0(j$JAs}QEB%+qrA%5z9m0c*11adF> zW62Lv4q@GG8ViqpvTK|ob2oM_sQqU4e@86n{};1=i2V<*2@nN77#KYKDyi&)%0JYC}+^Wb@c#e{?`s&0O$7(u?uu5 zyUG8O_`TykVE?zoZ~OmXn3jPr0W>H7izYzg{|NTK&HZn%3wHKi|0`wz2x|sD=Q8KK zsx~j3(rh3S0t8Y#lX`&Dw0M-jejx5)fkc1{XLgec^})^ze12t48ME@G5pl8|VmfZD zHVj_y6YLhF~yFO3q7(kUN6Aj-^~B`qElJ` zIDJ762+sw*-{JY~6p)&LVI8-d>skLR1{a=R#P9+s?1EL9bHSz%Wm)Y->~q}M0DB*t z8F;FGCtYd6MeHwP_dE6-rg35ym={7oqyZu4ze9F0WB`qS576(B0R!}(kp>3nBES_F z^nMTCgxEi$06+rcrBxbH28_Z#qX;mc1pNIoX8)45t7`j=G_a8||9kZRHH-kj?=(`o zh|2F_ya?SN!dZXQ1P1-W+@C?$srZkiVFHK)MfpETQy&UM)wv8vgSNk&W2cM-A{XnF zvG7;q{y<)oE8swX#b0^+r`BlkWPmZ3HDxxnb&sn62JhsV_cIf+NuF`TuQk#&k^zN_ z{fom$frQROR3h1TQwF}#1f>M6M6z1mS2bUNV*^Wgl?jR+<-o`OE<$tufs^O9omsof zOXM^F*+Ops&XW*c`vIc*5AXkLChLFvxJPo)uW{s@J@Yk9qV4K7TfQuqyk z@%)Y1bB%8u_4Jb&;Guw9iP6)nzZ`35HU%6vGX+p29_9g+rlRUrhD@2LgDWS{5B+dA(eIEi-^1d!hRi!G%9!0=25_yKT%us^@BaiOrg{2v^d zO#y2~jf(%q`R(^_k5Io!E~Eby@Q^n^4L$_=RhmV??|kNI7I;!}k#ol=h$rFOixe$U z$tO|qKlGUhrI zfba?MG}B(vy#?f@yCP4OM>LSUDsVxC)()l5I;EM-bXjhT9OH`py7S>Wz$d_^7>Gq! zC>t|S@QEk@jRdG;KrCb7*FOhYyMeO5kpD#w^nI=i1NUTrZYy|U;0n-uFAOwBA)M*{ z?4oF<`%4@ys0CPb-~Eq08FOvI5DVmQEgPO@=!FNYT{>|83ut-34U7(4fH7E5krxP$ zi6oIlxZci%t^Z#zZ*+F9g+rHaIG=<3;08NHktZ!#j;&Y`nubm0As6P12o1?AKarR1 zI#VaI(pycs>K2q=-OmV&$v3vd)!uTe4b4S)oWeyfJ$OOfl+4=lT+PhKe_Jo~?K2A@ zQ8ld=9TS1Y14wPckd6)G+fAdUyOJKr2`}%BccC1ZrA*x9K;1G2U>c_2_85?<_EWg_ zv?KE9%u|JB?@IYOs4nBv)Nzj=VK)C5tLCS&Cn>l@j3azX#%}t1*`rWCsoZib zpK>G9z2V1<#VMKaC`aQ*E4hzZGJ~p^Iu&=;6cRm9b$5FbiTr0=0YiksXD?LGLCEF0 zyK~}X;#9jlUoPptfKApIVa`DcC;iykELiWpd8*ro))R;;^EoK)n&qO>i@$fX{4F?2 zTIGw=clj*B&7}+WMo>hkN!1g9>dzHNkNJjbpJ# z4B_;PYD1!D&OyK7ss4uV!#zizgB-$u<4C8l(S20X3v!M=*l*YVZDnt(q7l1rqU-k^ zjM1-Nm=cj8{|_Red&SbYzDky64ctHlOS9U<{TfOt1>DbpI`k<^4`SozO&shaW~~QS zehXHof-Q8!o|+A?bOqnE#w4n%y7VF1*?|G{zB4PTg^3bur}Zc%Mg4`)TIl=XLb{t7V=gC*qTqYE`DppZ+-xfjQYD_s&7TOT}C3u>BmA1_PoWjO`uj zKS(xhSUzyw@Ds)bU7I=D*TEKN!}{(`;&AZY3z7blWUUP^+%l${#W-t90PzqvItX26 z`;EmiacYYtxK+2cT+EFdg(+aVxevdbgPy~-P-<)XwITg$(0?RQXXfhXp!ARne}BzP z48Sg=RIs0JA1Pt??M{bf=R8O1%J+LuNgl&y`jrm9C!K@j$z9J*Z??nAt#QlepzjeZ z6EU!7uo*=}q24B~jN_T*--y2%?q9CBsQIr6XS%MN{@F2SnlRuGAWNQBc@c|0q@Wcd zf7vio!Dc}*dsq#Y3E^{4FBFJHzGd|qZ1VbFq_VD8Br0KE--2!Jo`WL1X%EBCL3_Oi z&;=Fj#|uTRibI^6@zc+S(-0ubw$d0{muU6%mg-cP35re>1qE#$J1xN+=mq(E=EY}3{$tD^zRKb@xzZR zm=)Qf@5mlRksf)|q4|chIFMb)qZ5GszdnC;+~CE|pj8fE9sf|tVK&^RJ|&Xiw&F0YavaOMid_#*?u*A zW8!~ncu9L_;&D`G9Fd!Fi*F%ub4`0p=i{4xW8B!6(o~I8hOz$FYY-rl)&L27=$xi2 zhySn={qS(?i9qeeE#nwXTk9B#=t*gJ5L0g9OH)`0JA}>iU#7D=j{L9b@O9 z*JhsV)ivQy4t4Dc`onY3`jDCY$KZ1iso2*x zrdus7CZ7l`TcB&m1+B2AWX#9j=*vHrn~IC>=E&T%pt__5x!mHyA#37L{bOBF_Z-w9 z`|H(Uk*4I2ql{fjir{%l?<=Y4uLG3G77^0VuEc1#UUke5_iqv+2DzMr7M=s;O@e_J zP|tbOEjkcw4>tx}Um;;`32PG(;@lB`OK!na7)swL4(&j}Ajb$iL7JMjxzB2mGN)c` zrz4{n_CfDj+z?VDJDZs)5ghiqtye;32M4(zzzvsHVpeN*0R0M>-O)o_b*z6i(ubDG zX2EFKY0Z7eGgP1zoQsY0T+tPOvn0v>vPCQJ97JZeZD&;pKj`{=EtlRsiqy#pe_Vzn zH>SA;6aM3tQKWaf4H*;}MhJxi1KM^Gfy(F+j3?RQ=r!(Jv ze;m%W=SpIhQneNxDF&Q=NM-9HpM*x%ePzKYIMs!^h!rPDds7tl_+ED4+TJ(|r=M*- zYsK(7T&FkRj&*DebOg7p-Y|piOhlT~t_jMH1`TV1Cv3Fcj|&}P4T8RC+P(B2&}ks& z%rDI-dF=8>&7ln1EQhYirp-s(zYlrY`p}lF;;>+5>d^uxRw7U9-Sc@ZjN06OSUZFAceoK)6HzhIV?yOI3G(dS+NXmXIH{S zbw4)0Rv>pKv_;VWkWoFmK4nUc)zP~d0`kL^ZLO=#ii19U8OP=>ng-ubGpAXt4Whg| zK9&ZqLP+m3T4c(ykL)4V?GOVBqE*Q;C*h zi>9496Va;zm&srl&eJ@Cq8Rc(Z2NG@iDBiTSZ+zkwRA!{7NIo3gZxkFtByC3r75&O zj}p%EsbCIfJu<=f!d`wbBF4#+#$ecXVR0+~56hxA66gfzoU!Xi)35o~CDR`@@j>;B z@WSWmCMUX(L0YLxWG%ueUd^{{Sr*CJsg704L2}NNt@znmg`!^{`OqQOjauaBiGdb7 zY>Sjoam|2nw!pe}rSYm6cQkb;?8F%J6gbgX(4HIG)&h{S!I{@B9Fw1R+2eIw(3FSK|CXflAV zFz#w%07GG>UQEkO=W*W5cG@H`A++tKmkQYGg{eMEBL89C6`hABPSA#_dOm9CQZ0jf z9t9Ggz-1z2e^`ke?~azy;$s(ZL@D2;zThNmm+vxT&~*bSsiu#R$Fq#qQRuyH<-Ufj z7x%BNTYpC7tpRq&_?4$c2e)e|W2qaM(h2 zo@i=m?NZBRM%)Qa;93d>)u)%B`Q-sa!K?*{o<|b3I#f#@N2?UJA1S;PDLjL4iG?+o zX2yer7i4n~-LM`<(Py8G;?>6#N=)4hcA^8^2dCgp$ujT7G2VjbATM)VRn~!nOmG~7 z`*DIwEH#&PD~oV0?pfHpGksupQ}AGpXvj5$HNPWU`NWI6aRNWzF_-OqTv@Lt5kpsb zEgYa$%Y2F1#fjhUdrT@!qG#|=2Z0L||D%Gtd%K4i#}r({XA88`Dov7GNiE*}D=An) z(ftS>3fC%v=WGlZp3_3+A8nBz&S0w2w>CB1gS0L896Z*19^YYcmDBo^v+uB^*BF0^ zAjt8}{d!P<$K3<7RNl3@4{ROnVtyS+Y<$)nuh*pq&(`uDwF%R-CK8*bGy0cNYH4w> zxEHhi<~l%Gm?eTx1MH0 z+w_cg$9=S_BGVON4OQmHO0&WcwW+9(o-2>(SiM|*47R6S2exr{&OwLzewtAp9JS){ zfkD^`nISJFUjBi3|{nEY;a+6{*P0c@Nk7mr3a@H7W;1 z?>toUFOdM1zGJ+SmQ;^gjXnFkD07ATl2ECfQW1{VY|gS}g%yoUrrIf%#r2HD`DcmdPaY9RX5-&u z@Uf1)M5#qrznZ8k3JFU}(l9)J8Ek)oW>eg}!Bl;)gdAG<8S=GPWiRyTDdxsGXlYl5-F* zkI<|Y3XH>gS8TXjO(uB;XtLkeQJy#x7vCL6Ye*Ox-SY?APVFxyxOEh~_6ZgF zZhIySo3Z)Yx?#pD`IE8WZtBP?EK9JQ$t0k^X(x}7Zmz|1Mgp}8n$?DD0a%a0!mwE*3*P8o7+;9FE+2a1I)T?96Kz3jJ`lH1lvn;6(g@si645QApDA zv<0kJ_D*&d#`s4^O)D0>2JI{iK{w18xjwD&Y0TYKuRY$Gl)CQ z-1gYKCi6ag&{NT||MGgjO0s$%es1>-`gCHQWEZ<`kd%nchh$;7OBug^chhGtg`f4| ze^Ior&id;h4|p6UGS#09^0Mm|7qJOoN*31W2K1L=L?%prizfXo3gBEI!2e4$d{9`? zj&6P6Fxw_UghV4cItUIUa~+@MAfnsBE$1wS_Yr7V+bvK!l2Zf+(@96ZNqlz3aSjrQ z@+TpD2pF>#8xUD?Zt3AaqtF!#%Ms+9DAF?1IvxhxlCy<|?zc|jBIWg>LtXF5_;rgM z`)X}4AW+GJ-H=D%NF43p)EzD-F^MS|?6;NRh6+^(=P2k>b0AAc#h#*FDS4t&L&b@6 zrBHyTo1DZf)rt<1jLo^>AQXdt4k|Xiq(Gn1Cg8bqY+xB?J8{IcKEAs%gdRa0E0XkX z4WWnK;mZKGQu37g?e2*d9ox_?DbKWZt(bU>6c(a{hZ zAUa_a-ro`G84#oNP3X-TMf%$@>XJ0g#kI(9yd`7P87yKA&vkn4F~cZ~KH9{Hc!cyy zSAD6v7PD26koaMd$B&n?Om*z+I-&WNl37@?uo92S9`~DJB+-O`-(|hRTLvygO*$Kf z%3}diyU;8j9dOkXsv$jf_q1GO9OFmN-U)VM_xlfaez4)LMTD-H?o9 z4j)%vSqtX}1>g!1aXh$4o?>O_)@#Wz;bN%XvF;c06nGT4T{5Rd#oDZ~(qUEUjkBCYy!z=ZEQDn{ zqJdGUXUa1ueNQ3LWZt={hs&!r+NjqL6$HT#_mIhNi&Qd<*u2j{aasGa(zj;su4pmYg?+{X`V}-8OPw}fJ;Qfr=H-sq~1C^tCB zq#r20O#Clu8Yq!^FMHt)m5b`VDA3=v2bAgaiyH33-&09;(Gai$d#b5-(?dY(14~I4 zlHCIKW&cydHb7yjCCf<_{?WN8``@sh>MM%&zjfqg_nV|d(t-N5r|`dM07=<^@njc! zVL2*5)ZSD1cO${r2dw|)*#(B|KH!_DdN(A%%MS1c`*#m{0u{0O;|5?bK@#AhqR|bh z_oKh)3xI65xa_`7;zbidPXipjC;$y73Sc)OtWFI0>UrVRg_-n=E&251Ckn`{8#jmo z$&=0ObJpa5C^ZZC z*N0}72$0k^O19xcvI)8zB%nZ_-9Hk*6rG3gnSC{?WR9UC$`c-`nY(nDB6LW`bUzsl1+Z;f-wWOGI?Kp`eWAA zi7yV@^~zj?LiVEDCWHJnxV$sl4l=m{SZZQq_mL6w>4e>&LC*~ZR+bZ8+hlv`(*g8! z;-w8G&Hbr`Z(MfZ@vJF#joxzL(+LoK81`BEMX$|9OOpv-eCS21MER{0{7`%tAmb@V z{d_;OhcB}xB$IyT?#>W?6)sNWmAnNohihZ%;zyl>n43Y42U|)Dk5uNFME7t}LYGL^ z5FKT#Rq%Pjcv^~xzWsF47dk0}o}0X$a+i9u=(9Z|_iX_~{$*uTk^9tCS_1*JBAJ8o z3veNs+|QR-j7giti&a%Yum!dEQiI@mL>>_B0PpM|O8QOZbYd6OPWDoabRYh5_TF@W zQWh)w&u)SN3g7;HXyF}NsCh#I;v8fu{NAot1cW*DFAIhI9Lns&+ezEU4_29olu?1I zg1kIcl2wJ%?g%Obm{Ee@>U$%RguqD**^$fu3Tzhe?9;~E+)!M-=a+Z)P$HceUyehz z3~4L`L>*$qoS5xC1~>2P!;c__^bOepr%#aAyib3cubyY?LHd*HAU!#eB&I;_6;&IuM)C&nfm$RK}%o9-Z;m>SlWNfaXuixACHZn3h~S=HnL&n^`5a4_+OCl|)PD(|v_ zmA-)S72sG)&1*~%MN`^D-`5A+s2tGQJ3_@*novKJbGzpshtg5=+m475p9IS>1+Yd^ zavSFmU369c2s z^@Pn61a5WVWR%O=dU1*;J9N4>_AA^smmjKXM9w69{LbxFl^61GlE&cceJT9Crq@(+ zy0Fxz>=jEVZc@~ZEWOYyXnO}@I@j{3BJU}dXGlb#w_xgXFOruy1;6sd@Kr*oWIHHk zYS+Oaz#IAXxmD}-N8$rfu6j;95xLZ{Y65>StnhlEURM>Yh7sNGAa)y)u6ahf@-@ZZ z@229tTsebylXH+;ZYy?QK_c&-@GkmeyXOfQYdf{QEGYGcnV3uv_uc3W1S~rG0pG7Wj^`c zhaKcU*wH|VcN27O-f<+n#`BJj6S*bnioTccI;Hj*x7CU0vk7DpdI=L_-o}Y z?93h8-A~}*7K6Z3Pcxq)Jb|`MS5r8Is+Y#*a>xtn{>qO|$UzbC&qLJI=;cb`_({kp zdF6K#s@^R1%992~-3&c@Y=@ss zymq3m^&C%ZG+EU3UZZI1)T(ZepiIxssH+Yz9+iU8A@>BaBfOYg{Js$dCz|Kb``4F0Aqcnf( zx&@wtSCS0AD(%T|Rk3r<5<{XDu+sbkr{DCjw_LzJb-CANA57QE9iytu`2wnHtBHbp z$wcyiB({(ph$p}d(La>M*zE3(9I@n5YNV7!;w42p`gZ&iZTuR~W-fo1r3B=b?RMr0 z(1yOhM7gz!Onb&Cx~~DfiV?;KZZ-Qp)ZZ=O#{-^n%Xydp8q(`B$ zwUWJYjI3UJLa;d9geKa2Qa3m%FC-8e4FQkfQ9)YYO9b9#&l!R*un$k1azzUW+{s~h zjQHj7$utE!(=|}T6gi+_*a7`^HwM?EwVVI`7(Oncya=lYW7cBre{qCUHGH(ZSs|n~ z5Ec^o-u!A6ac3oP!Q!`vqfvxi{aF+D$dKK)1$7$y2x=X7G6B2pvl5AxiuEru4YXRV zOi;3`jw>00YW2bMD9=F?X4;k$tD2hgo<@c1@mGRWxT~_|vpHogT}-=FX0IT-DtA%Z zeVHzt-1PX%yo~LYp4Z4%U()23cw2Tq_UpR)_SeDzA5>KtT{%-KeY5h0MR?_s{*}}I zr&C=IGrhn%?_@{_5WQK-@t)Oe3wHIJW0IJ6g|?BRPY@pY=%}n}Xb7`1agxNT&Qp_a z_>5!JCk{pr)hMVC?@sIW1QH12;^)SLLeapxCt)Z0**8d!st$<~=^Z)|@#^R^r1)+g zTZLeW;ACkD+FLsv_Y#_={>hp2DNAgDw=1tlEAC_|D?(GO!1Kx8cg1ti{5xnCNbijQ z<1U3mYtf@DObuAC(ecZTrTBZkm(!`*^yf*v&Ot@5na`rCv0_8%7I&atyFTIRnC}h* z1_n`rCkd`kuAVMszLRcYf1oWThJ*3Lj8o<;+ZAnat3t@3`Hc97A2phkwT^U!(EHu^ ztO-8qx>EOya6Ysq{`!MAiN?{&bk7AFL|A6_R_F9j&de{p)jsyC1 z(rYvP>InXTecdtqZMqyKyq1l#DoYc$PjrTuvmq+a-8he0KN1@9>7pq-jF+J`%SQ-F z+2q&mkHiU)wWXf>%>+IaevWs2S0X+shuWJZoz$hu(4ek*|^i|=X1>*F1H5qucdeh zBm0bQiyjQOHGL7L(hT0EF^2?9eK3yjTvY7xdmN~5J?xUzL&v(Wqwl5yqCh%S5+!-N zxkY_GdI~2pd|`jdG>k>pQzh7xsrZc>X>}C(>{IL7=zie`4X%!H@dDCsN;`}(DxW3J zocVTF0wRg=&${jqI!+$z2VGxX)Q3I4i?hY>Z59^3kTxVu~HxjiCOhXX&r!lD^3eOJCCZkWmHLjf&rC?$;u=)`o4R4u?{dKH9{_8Ii?T2sE{;VDPe&K*;~ zp-R%rfj{vfCM{I9EcI^Xk{$Rgfzft1omsedQJotZpW&Dr?eD!{;!`P7pOWU;BeUXb z3oX=kHtZ4ZnymZToCS zp^`uFGH9`sARoA0QSgYva@GFYw9N{AYuR?(;N?(Na!qM^kHIjtpE!i`UfSy~q@ov!71jd7eBu2i@hT z<$LtF-JU$V)v3ZW0CgaVgJh{YYeoLyDMHLk5pa~5hAYI@$dGO)GCjt<%Nl!ZW<%x%1DYPXz10QSl z@RXVmq+Cj}kIpqDsn)+e_(@{&8ZZTljS=bwGjc;1_Z`r?6&M{k<|2 znBNmLEH_oT^2!!|*<~EmSd$8Q5cdOj!=xCkp&gBUe?xB#u4`Je6u|riPnlm)Mkm(a z$|BBYk7_g3s?{`{;Y1G-IFYioL;>xRVL+ngu2M;zAx^Yy^ykK?@|N;L$ZECuijVX` zP&Vz_2j7%?%ddl9PCux7R_iB`A7kR;T(8*r`S~w@;5sFHlpMo~6UFc5c($;jI%jca zqH2Wh^yQ!OPuIIPkI(wH_MLlbCjM!#{*_qe>yK!ZOlmFiO&tu|^GGdk4D0*N7#lG~ z*wnDSB|nbQDccn{tUoM}EPuy{6cE)(%ZbtdRg>mgck|BvG7rAj<2H7vG)gw$*RW*y zb4CSv*^Oo^on#`D1l{U*p$|bH*E8~K%Oa|$N)EV10 z#89E7*w=%sY&}=&rx~H{PnBf;JF@#0?-4DDWIhA7kT-Aw-z3ZMy>1?Ee$rTCv>x61_}ykY8NLhqkU2lo^{35N)Kc>Lv^-68?d?Nm`ya z8F-y1mvd;7?$zMJE(AP4?Yk}eRgZZ|bWOhW4u=| zdXMgC@(MJszTjZTIXH^ON^g)FRJZVG&1X}v+-#y66zWFQw+<{ED$}4LS_`V}H8Jg+ zm+A1g6viHEiN0GVlWKknK$5HL1(AI1Zgq2|XIIe-x1U zH!fuY7EQ+EsZDm#tbYUB@goqi8$EYH5;q7Cr^?nZ?`E@ZGPa`xma)&tMD3edZ1@w zm4fNNiNF#VMu)T-+YBOWV0Za%M$;EvUEG~ZgpG=6{UXVtC8OGMDw-!gju%?k&jUT} zv&ep{EF-L0Z+K>gT=KT~MT?t_sPs1w%3gT8k@IwQO#XCFuj6CF)dKapjX-UYcz4Ur z8XjK~y3Z`3?1@Ftwhu03@+_kQuq^KJ(bU1}L+#7{DZ}>MLkw?8qhTvGA-(g^hLEaM z;;jNCbicWgY83KDefxo6B7SsVTXS71m#;I(=hnU3vra)vTuj-zb-i$WsqpYCt0XA- zYxw!6IDL`m&y7WM%Zm1I!+*Z}I6+c3stord_mrdDbryPLAy~4-0D)%R=k#zQXTo-X zSM_mKy=$8G(XE?o$>z^ZsJiA+H@#+dTO?pJ&aM0DR_?}a1zq#x?|o77>}d~16?0gcA;`nU8{zh6~6)V}t*94;J97PC5)%#WwwZYglDo1P=j!sukUDdZv1 zgQ@SIx)sTvxK%L)WG7~LO<9`GOfz0lf3Ti^my0+2Wy_R54MWkel#9#dv+rBzWDk?X zL5AVpql)nUXV=5WRMy}WmoBMU#P+gn=_FO8DYNJ)lj`4rt_dI8WbtQu)FP^Av^MNF z{bO5eoG|HB#Uduw)mNMGlf&kvBSPat|!wM&wsb z&D))?#CWI^OIZDYM&sgmQ!^`6XlUpIxakXSVl~I-1Y4ThnL=qy%hv+Qnjv-p6jrxh1lO#)-oDMK9@>@ zg#%MYcn(}pozT|S=?k@=#tq}j!J?u_wvfqXK8!3wjb&0Q8#9`FKd*{zJSWqYt${=E zkiIB`60d`T9={7VF$=r9s=*`f$1ThOa!H%q6lpMW)&I4PgtjXzwk$D z=pa0UvSCu56S<-z`m^TwdsZ#&OYSE|Q1(ouU zU|CdI&8$tuH}N-VPsk*dd}-cV2$wCa$QjDyci3;>&5tY&ViTkSF)L(dEl^)a#xU&i zXR1ZbAMVjX-;}ebj9a}x37nVe=Tip9^O|B#)S)3Qlq!%Ys35%!%R2Y*d>Gr6AC82d zn{+~YeLmPiU+M>PS?l@Z3Wblu!SSL<@U}-gb^VB>thI7wL_s6C%*AS^Z3{I}`j-AGf3;p&&{V zlGacD`gPBqqzqJb4G)kw&o9^evC^?bcWW$~w8%cPOo0t5{J=Cnl1>|XqD|;pRthVu zjD}8_C;G=(Oe?#{ZZzN|Xr%9nF8&bdOe}O!WS$md*&qWkt38tt=S9l5V?q?I6C*1VT`*rAaJ+ucUYyA8vX64O_5?FZC zj{HiZC^&|3M_q>G2bTBE(mWU!ZL=y>dRaln*2_JJc16WUt=^k+_8{|T=+k$;&K{X9 z>uzp}6TmI^&0_Q;AE%OrQhFP&eZDRTX%YUsxuD!gDm$1_0l_wCHvV&M+K6i z_LG}@IjasSF`eS4?eyQ?%}4dTd3wUo8xepu@pO!NMBtO9@dbzH9TSoW>ytqDI(O*y)OLK1> z`YylS%Ybu%IR`P4t5rBL5d=9wEa$MtXNVZyA);}U0p$>|k&DqN=?-_Ayo_8`fBPBk z$mf{1$sp9xdm!@gQYqS`w1N{KU3o^#u~*=Tyz;Y+tbu^fPf`?d+^^YY`78O+hiC7F zk-DDh8R3HA+L1RT7iNwoO+8_Z5&MQvypvi zdfa!1d-r38#f;bejY`+mv8?KWaNDj@SDu6VWf)meP1(pVCBLg1xYJ!86~az(r;UC~ z{O>Emr@%V(nibItb>g$P&?1MI6tv3Bqz0`edClKtk0ASa$T+&$B$m}*RBi5Zr1V|x z>@3<}hZiUur~DxUC1*h@+#|&WI^xsaD!=Mq5+$1Sf(A!qey*Zps89W$ zIjdXiiGWS+2TnxNqV#^f=cIrCKz`HVMpZ~8`=cAs_1i3|ApS7IhV?YjC|`I{jl}~` zTdBqwU@h37SuOsoVukJ??gSH}88u~j`{lb0MqqIVFFO7dg6H@=j(8`BcvockHow5* z&Z}=1aSJKeD@I1TV6Uu^*u#b0+)2$rP6mZom9#ngw^7E-=|Q{{>ff}JL(jzKXO>E9 ztXQTjt6?0<6LE``o!&O4usW(^9k-G@n#Ua5S?u|hZ$+Z&qFF zJqu?8uQK9;x#)UXue;%YrqNaNd$2otxj}|n8re1EOtwI+!JmUg1)gXV=DB=CEPD6B zN~xf64+Juxs~@XkPuJ_Q4urh4B=9Y?g@LybGa%yuPeE3J=+%I51Ts=~V73NkN1_ODir+S5HvEm=w9W6yk%^?s$jAs2rp zIqzm|C1=0;!_-WJvo1cUjAuj4sXiT9wdhsTM%tO@I-3qIQnczDV_hju$ z$8x(YPXkYf>7P%=w?$A3u7xA_j&d(2K?GEzpe$a@UGIH@jjqhh7xq^#>2=S zd!lT`Vl>B# z%zol`fOVD1U9c7867}|Y(HKeeZsy=J(a1ujg&Xk`-W&&tw$(a4lPMf))GvkF)z(u( ztD{j`mbDueGQ@bV16Ff}*VAXaW0q4!40_*LI~A4^m~V+2H>@f06%fAL+AMk*|H6G) zizUuTa;sZ_C!HVz&I9`M<^{b8*HO~|=_o)zIw~_+x2}V9bqBQZ`sGj}7oP^fcN8FH zy7&Xt(i;+|`mUY?=Kgl0JKgu33%?|pJwg<`XIarS|I&;r;u)PH`*fM@TSN~#bvtg= z{bX=KT-UGD+T0t7;n~BIVDcz7 zOu-BKg7xRhbO8aMxNtgtb$)`eLE&f@Z6|E&W3xqjw${_ziJgbB%mpftORe{gM%=e; zr~Nn>>f%IQe;x<*+{X=t+GX2Mgw&>+->`H&a&uUtc^Xweh(~zl6q*pkhU?gbrm7u2 zS-5J_&0Vp9+RruC&HjMCDtFD0K{?V8@^dXb`9*3ZZJvndn(HchV)!%VB*}2S&gNtW&1ZuGMfHnAJs0!(zO~oT)rant-O`GA@g)T znKgb2mNE4N_PiQ`-VIe;N~)8A8hc%4Qq-4nc`^n4#&WD1A7nih*}2{b86aKN02BN0 z)3UM2uOYK|oF~~n+CNVI9XIDM;4z3qesl3|WVGDrVEnw%Dtddq^j9_fN)o5RX>#DfncbVq z(xGEd{L4Nt!HrA0x_d>7vo2SFVgl|aFK!kyFIk-33!W@|FsQsrlM0V)+EKQBB%5ao zmdY`7RapAMJ^Evwglf2VpJm}8GDLt9uf)b#b=Cb%Z0^1pU*4}@DaoolbQa+{n))v! z3^>ooKrTEOzF$7hUC7<8z%661X{P9U8%Ez0G9!Et5jQ-^+4|{wJcQwVjq9;eiy%6m z>X49SJB-$})1!9-&KR)NrITYg?N*KN-T^?A->`~olU z1?=lO@Qn+IR7MKht*wC!p{sJ#)Wmuk0)ov-$vog6Q_n19W2e8_+w%no%0bGiGFj)N z2CFkAxdJ1yvYKzxrQf&bg^}sVHL=6Z%AWM$Sp=)~@RorrB6&UGJYd0OLEw9Na-<3Z zylyYoD%nul)LVu6QT+-)F9o`WJE7J=nn!6O$wg*Pjq z-Fz)F5Kq-vN!bAuYn-_*u$1H!LNuPO1k85cPRM!3Wk#Kq%UFg`ZO+PX+Tnd`i?o*2 z$Sf7Nkia@5%YJg~e7p#)>5Va7T;u?MmdRJn4Q_@H_6o0tl_W|Bj}krsxPOd!PO5josZ^WAWWj=kyky{j4464S?*cB z*2qW4YKCm$fltYBwYN{tL66vrhxSw#N}i^E*b;;qtM5G0bBteUa@b{QGoXL|DNjPK z1o1THbbu)`BoX{x4(J}94qhdU-hqe=Pm}eSPQkAC!dML@&3fRX7I|WQNoMLCq>8$Q z9jbp58{m7J<}n0V6VU5rUK1n>q_qk!8Vys+zX-0U&odR3Vc`{{J}N+MKQx9}L$l1*#^c!1;| zLox4@xbT2pG0ubtYT>dGS5LqE)bt` z=(^D@T&W+b|K%qeU8P$(@!fdrY7ADA9wukWpTDbHlG5Ri>6`M_U!4e}@J`vshjjls z6sh%(b(7Kt(R53LWOuSRd&?P=3Rzj=P+oU+33`1fo`D9?Yez~a7+#W**!grD5OouH)iI@N z)Fr#;X9?m^37V8oZK4Jwrqns;>v(n)6XR)WCI{Beb2(+0_xZvA9gG&*XDDXR^Z8oV zkjqk=y)tp>jsXH_@&h^wZ*JXS9KeZyVs-Qyt=%P0*qwaRc<{(>I?Ocgwkajf1i?pw z8@HQ-+Jtfac~y)BhF`ke8P)xEjKxj~2CgiL$;4WX>c)R=x@)^n!!?g0!$Uk(n7k5A z6igw(pCnsoEcp07-C5m0j)}O*pb0ys`7}Du{WOG$zsYKgxnS~|Jm5RiRK~(`OuI=>oS2QK zbFh=)3y{|(*-;wy76jIa&)LpI$jYJqN*PMFh%rKmTf`RFCA?%?`6GD|vV}vP&-#>Z z=ybfK1lO-k12vRt#GPgZe8NJuAzaDVqH-bC@Xv)(mf^PtG6cH3IS1iOpL$<7J3)Pg zZdZ7~_~ahxXtvS36MtJc_}0=}EAK?XR-NSRx*u*xK#{l zKR-71p~bGZNLj2+A`wppT#h~~9j}#)RCd_nmh6({ZqrNzEnYc@+KpJW+BqFfWWzn~ zXhzA$qts5qycAcz_;GME`z%^~Xe6uh&EhNiOfnf_t{UZy1^FJ*Jd*m^SzXu9;bS6F z%7Q<*hmya?_wm#ldjz$DuIkcNokYsU7EW2J7|;>Be$Hn4X`sg96SSaP`nkv7_Gqb8 z;H!Z!HLLdbC1g4iNX5PSFypk6MsZ93b2))%YvMvF*{{v=o3$D0U#gh{W(`ywZs$gv zU=&-~r&;SZprUc^Fn14_FL1Y~mnBXgW0&(3{#Yc|A|V;Xlkq+=1O?IQW~ELb7=WAT zxW5HuNuVGWQKT`7cBt+2r{VqKIx+uG0Am20|42;&14&CsnqmqwMHr?rXr$(fKst(T z0MY@}VvrhK`_Ka7l8P{B5K)>qqlyP$28vt`)R>?Jz@*@Ipbt|{;(!~PS}{ce7K%=k bv)~7c`Vo(*UB9iU9xF9ruo% literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_42.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_42.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae50b9b2aa6b7efabfa632eca571c4ffb35335a GIT binary patch literal 13001 zcmbVy2|U!@+xKr~>}zVWGnOz@Q5Zs)QMa*WnTe7VB@AURx0HsYW$e4C$jn3wA!{3v zB_(Uh5?QjAB|Bs0IaBxl|2*&eJn!f8zOOzebAIPs+xL52=bUSX{e}Gv+G0ttAV4q} z1i`>Rh}{Prg!p)PczL+_czJpG`S}EdkitTOf2ySjJE-*U`Jcqc% zxVI{5n(%BRp5j#sKx#!K-se+3Q2b^)seNvT_UXW@`~u<A-dY@g3M9m3fY9zdifEbL{H>muLTW>_7eLg@h0=03JdN!a+ZE z+she!gx9|^czsn5gU_VT+mH+*EgeM+;)m0Q5Lb$K#)re2x_hJ13r z9W0M6)9BT0_g4hVvwT#0HMoxdOMoo#w@?i(N80v3bLu5I5~Cx;dv&{Bko!z)qJ91~ zg08nHk1ciPo45F9(Z9tQ5~;~PGGzFF|G%6LltS^qJnK@Q9KPj0PC(IM;KV-z^ggTd za3wG;og=~sxTM?hGl#FdiRV_T0^$v>`Rf{FgWjdIrj0oxBG_Mv-BYk(II0|+}cv^e2)CjJhTb(wCjHHb@j zhtEUsoBPf5zeb$nRi&5@z3(tE{NIp8M~Hv`_mTT-{*6yS!f)(25e5i60B!@l{{o7G zbU6o?f0mj41NlGr>i#FbK-(V@{1!y~BS=ZE^c=A5XYMzXlGs$^|1ulRneA@-8`xkl zyT=MB;c3?G+TehH!yWJ{~qS?)Bolxi^7AB^OmhbH=T4hA#NsAo)VA{c}<7?f>_OkZa3VE4}MlFY{F2ZE)Ji2$_ zQ`WJJM&;t>``_f3n#V?$47%(c5_goCw^>IiEb?|8;r_7A6yrWvWv&n>I_~5Y#e8|y zMobG@?>NxTp%FL<}vLqOaeRlB*mdG@e-NNiyNh3*oT`!P87 z=I8|>Bfi;_Ex9g*Pianr=*G<3rzYyIqcU{b1@81-(0_C=o%FF;*S^my_(;08Vh^D? z%jY-d=$=22si%P0{mu!_tlv4|F0=D@Zkd*+yIcK^9fz&}HV%7E{7E+svx-5qC8S(H z(t*EHoCQEo5C5RKOTdKzeHxmrQ=Iv9+spHSP7Urb05S8qF412BEX;OSZPwtD`OoP9 zej?zeNUwF7ar6H&X+M~BjwACoNB)ONfZSUE_iQ;9{H7L19fw-~Z5d#su#E6Ol1M-P z)DGQdUFmDI0X6Bf)$@~x=7MN=zGAcUbMw>8X6z$hTw7dhMm?AVB?02D8!LWvxat zLRrs$k6PGi;kWycUSfn$J|%ndg!9(=psnw@qIdYTr;HxGdR(upazOUmoqd&s@ur_2 zw2yD?ZGA3rLHhtDHmJ`?WPkVEqk%CJ{kePciSpZRELqf`8aFW z*$hX{UO>@Ecb5?30VRfYVoy2;w136`@i;6y@h{?W>K$j=2B+TrA)ZFF211uup4Ufc z{`h^%IeO0#U1CXU%~MX{Xx2RpO2PkeC_2IgWJXxZIZmBPc6a>4>y&ekWiTAd_E?lW z`OVbV&4$naBn0b({0YY|WWcMZ-`oHFRM#PvBjYGo|4-haIaWOD{iC3v)m!%x(SO%D z1{l4>VZ6(G+Iye`_^|8Z`HL4k-DQmOE4ROV?xOJoOfs!0_}>2g)7_MF%RuO_iCw)9-_0gFkRJa)Nw@4N?QNwTX*AcKKiQon;|p-i!*uob!f7k z&NJ-`GG0N7x;J|#O7=R`@Io67XZlwTzIS^w71H#0lFK~nc&2NTWX7qzVP2TRt5rU3 ziEAEu4bb9)Rxx)6;x7?v!b)I5@K$J=di%Kd_26^z_sX1G&KWgbO{vg3X)Cp)bHI`M zQQ#@@Dt^|7M*|X<4jNmqBk9TZ@4QLJC^t?!Kh`Iqs7*{40HMGWh9cs7(7zx zT|*7|g_Ni1tLpaTu(GbinbD`*<}19BCj>7asOH)2^d_qHcGrzXHuU#W;o&Q9qV!IV zlqtWHl&uzNSIOC!Y~Pc9-1#ks-GDXdO6mss*Hmlz?}D5Hm;{K$A);COk;~5wpKEaYq`U^4 zG2`SEpnCOkLlzst6;TFH$N!Ao$D+8hq1W}Efj{2Mkb4~1P&syRZ8MU!fux-Cs$SUO z-CRaj9!mrH^oZi?mA$YgF>bazb{j}YymH=o_xt1M9tTSKV(S_+dV#j#cZdyTH%)*A zp!7ea_)WSjELX3*V?zSCipA=+4VR5kHWVcxs5R4Uooc&5u>#Y}fPULm;^r#`8*1%k zLxXBebY)=4ShKE!=&E^XHaIRrO+G9nrPh=VW_)HH^qb2aYJR_g?y<)WDRofBr`eEV z#VU~v@r$Pd!(7&ct81fg?Aiko*OLv^T5tq=04>6(xg;;jLQnN87(OUz?K!G0T~lvpsq`+uA;GV_7*O_@oq z419LjU1paWYwKgw+DHH!y8Lvt9Y}MCXUIog zo|~W8khF$uOgAV*jli%+ovg62OD8|<^$e_!=SalSZ(Y2*y);e-VHl`PxIE!&ZyCPX(XMjOb zdzdQzZqdiIS#w~q$7jI9I`jn*v6AZ640ZxMp;58C@DxK+y$ zfIR^SU_x=32$(3LEMMQWC2`Wi4VuL%ZTxm-|>7Y-pN;u9I7|ZtLcG&O4x~ z;AfX~*yH~GO7qVPYHgQ3XM{w)-8%Kz(B0Lg@?PZU>7!*;W$M187TRwU_wa8mu4UZ~ zo0gqO-?6z`JxgP4ZzUa0E^(43=yttNz5YSNCT!>9m?C0}pYDyoI+>U`XgJ zYDZDzjP0uZujW2!UDxLAB6?r@yOflE2_0EsD(}ln-XXH)eu|oMhK$a6{H6O9u%;uR?H6QLXQ% zkGBrJ=#~_Pj9;{_9>xtxylP!J4){nxL+B96X zsvz{pK&C=smReqM;SHA9#>cTe8&mN=1P2C=ZZ2^!nC&}tBI6bUo0Tyi1IsMB_5I9D zlP82TV0-zLsj!}Qn_ZqPv8-Q#hg?=ZvmvK!u;kOqrWUZVdc7+t z{gn9SUBgvOBMd24Jtg+GQtMaTfXhMV^yl+;k2E?xlQ^Qyzissf;oyXs+ez$e+1Civ z^WRH9owe>PD^Q*Hed1|Om-A=tE0(K2D`jaQhIU>qNO`d$LUQ@P3CuGjsI-DE3C zVg6>@_c2x2(2^)_Wswqf_Jij;=klEfq^ND5Bk3v7zHUt~O1D;cE{H{(BY$yk$LUkPz zJtkryr`oK0bRVGge;Ede^QL-2mNLuH&ZZ`>fri;at*fVZMp&DZ8mc4+6{aVynhLp=|tq{WjPLfvAnJxAOtj-RI+ zV>>U_wl=P$2(iipL$s7Mmw`f#GSfMGJZyPV&xnQ^A>6-@o-c?D`;zB-yLK@TCG{n) z*oL1sh@4?;pGPmjM6erd zMSMQ@mfV7j@yZpKFI}>`C;aR$2MKLvj>zB;SXD40V;6GuFzZUH1XHzGK23rv%+%(x z;u)LEYi!7Nj^W2U`NPKZ`S@lT8yfcVmfjLC?UdS7o{szaQFQe%Wk@&j&N17@4XeX@ zt}cEuw7me>|C9}Fvo+q**~ErUaNh3$?}0OpAp>yANb|_xn9KZwia4dlcX`gmas)G3 z&vNhHko|}3u3Wlm8#uzm)YTfCPC97&u60m8JoFMVpGIOTIuC4nYyZ@gQWfgEK@v<5tAGfrn zD>T-&s5cE+{%`$*?<}`6$a}6WGQM6*AJfOZG|ph93=R2cS}3}Yj?ZqmtpjVpR$A*% z|K^p>8y=#Z_x-1>i}ZEpSlxhDfQv@QggEW@d-F?ux&3V-#g$0f~az22i-+d+l{4?v=DP;-uqXGr!^jb%piGX(}q%D0rW24J09HFS~#U6 zER?-!eZ3YC`fo-2OaMt#s*s=cF$q~#pr>~sk#fu$3 ziCfI&h?pDU1pJsv<+LjrYOuZ?0TaA=WzyHLsWoU`u)>VWEtkx%cT$G1H{F7>&ujVX z$!0HP7QGfP6Rh~TEpe3+r5r+Pzb*4~+tnM&i4$gducWU>Qik?~V?4`Kp{e7thX?C} zM`X5W&S=%4T+(h`-sQJL9o72)x~l(X`j87h{*?y3A#^*)3Q=20$MP!{AvlONN&eOHSNi8ds;9p{@+X?*oToYe0EZ z0`Sy@ytj?DGWhUle~Ln=y;-BQN88a4=hj8%^D3?t+zwd2eJLp7%lJAeUZ8;{cyZ5g z6(gUlbJ>$TCFN5nWvdu2iL>#_YZTw`V$*nu{wP>ul z($X&;?Pt@ovt}=)`N972>6UA5_vEb!Bt~tn#qzaIiLdb8Rov2BO6<;%WA;gYCn_5; zzzJ{)zUHK0B4L|2mAx6NBg_*oM`l9`nX&}n~VE3G!@u&9Jr{(Wk?FR5nqwc_)`MAtiM@GX=d3((lrik!WwQl-*N4!+W z=u3#Pc6#B4wr8=foNnEC5M9((VtAGz{~5J1+Ci!Hc_3cHDLLng?LXIQb0dBd;~ei` zW-M5xjdSNe4!!L2P;lE_rN?|V@j_TQV7O)P!&A!NgnnH^y`Rqqr&X;Elg8V7HaB!K z4CS;w>^P>L5~ci|WRMVMlyAJ{`RR?k3dQStO_tV)!P3$$bD3U}tzh;#_WOKV!dI1K z)@EiinD*V`nY*EEWD;&RvuHr-g8IA8~yst{mUWMmTH@4uk19{3wdD%HeQQ2 zM&+ovC*^Z@8VLUCTK!1`TUMmCvBV1~YQuopvu4AKH!{k9@k3g=v3^}^{K6NMgYr6w zQtOr*kzKxL^sF3H{mL=_w!P5iaOnI`TY#+Z#`hy)Tlfr(H6u+2UE8|l_qJO!_H79> zK`sn`6}Ay!K*rzz5as%A=&nV&fD$-!O;U#Bx{?S=e2!af9RQQsgT)C;Qn}O;Q+h5H za>AfkH#W{cFCQ;$FW1PQQkYG##OCq(w+cPb-@q(Ec zZ7aN^leUE^>=e00MIBN{-p&m#DlP4G0#daJWI;izOdl{TMWF}WP{8{{?J@Zg|CgkMY8AR~nzTrXj(eMhdVzlhTdL#&Df>EnO z979O39vZe+8!tk`0+n)^+Sb2cEi%!+AN+pp?-&c0z*aqI$II@VI@;6Nn-cFVI`^P1 z-y8pKtlxL--2u(o<(5EHpU_Q)XW-ylAqciQ^YEyX^=<7YRNHYl&WH_lJoxT7{n@VT zc9Dj}gDVqYn-1tI+kWe-v-!5dw?Y&}XUnrmGAXIc@q6|MhzH%%mx9Pc)2ms#VMat~7e( z5f66{4;nYvvXr8u;@)q#5qmAnuk)Ux#O~klSQC*(XE8UVM?U7sNLEvP;iwGX6$3x{!cfVroJ_P$9}!iE@jc%{foQy+#Ew&ebGvIyM0IG(j+*U^DA?|EAcC2 zL#(o(gD1-}0)*>a7jC{`IqX}eT8MW)d!eZ};qy_3NgflF8JtUbDl`@d7mxykosk&QZNV(=z?-WCl#sgN31UT6D~HG z9@5Fb^p*`>-<9a&!DrrI4_k`8u}Eiqea43F6|)G@)W(xKF9N@4HsN44tlqNmUFgOQ zW#-u=+bvG{&^tjH7p9@tBV1A(PTkDwSkUe@T!SbG|-dTf-3WDIm zak*mksGMAXP%qX(?8f^rnwv=E+$6~?z?Uvwp%xRiV7AwBnhljbp^Ohvlxfu+7;0H+*bc2f3BWN4hnvtYokJ*}o9(_slZlBmvrMc(O-Ltq|{i0 zdCTNN`2I_mukTYhHRtfG^K(qs@K@um1y!0PY40No@UfKRjJB0CF6r=?G?gV3M7-@w zx^Tc@;2vz=JvzJtd|5^BjJ1qdTuo=a;V2jB_Y2)_Heu*HNkM^~{rQ z7MFIpKZ_l`6D;}I>O$z-2*XOb58<9mxkGM`TDCWrEiE3r{Qx%;JJ@`)Y}d-i9(Nq5 zqhhADjShsfsnP|@4Skxvdgp|$gkfA9t803+vRzVvWmEZue@$mn=iCp3b&+1b$~Tot zGmCXYy={ho+yWq1wK~7#`d?&KoEiO+)2JA1@ekXLcPMg+Dky`?f7%O+Fl#3b? z`7Ll79h&Q1BX5shD{@raT^$02tSK7d>GCMLajW1tRx9!+)#~Z? zo}PxMJG8gF6-^OZSnYf+D6{BM)K{;&t9ySur=un~eAh7UuevWeoW9r9hB5LJ_j!$b zjkD&)55Z1%Fptv8X)+1#ig=vq+T_Qq)E@wcI;#m1b^_2ZrIkFwx*Yd+I- z?(`1ai7hL{<7O&WNo>f+>kAu-FJ;C`h~3ZJ8Qy(JCuj2puYSoFHhJ6Lb16qK#o<&KIrPLqaQo-p|1+(6VO|upQpJqa|5CfQ zn2MXdZ@J@Od)KBg6r#~iXs6<&ZNj{*B*-+^2P4Qc>urc~sxH;nwm{Vy!jWn4tmIjX zWR^8#K|OSMZy5Pq4)1WX->ZFU-RY_cf+ew~{h5N&t~ivXHLW+Rvi*6&R%Jt9DOs9G zl#Q_M^7P=^MmCFuntzlPt1*HXzw$K{_kCuBGm%=2dnC2)`p!9Y`E*z3wy^rT!h3jq#sZ$DXT zn}$DIekW=l$zrOllEN6GgB4M1=$i^r##|c#viiVH8cNapy#Z z4fXYme0a7#Y|B!uszX(QIk`QmXaW z1IoEC`{d93g}8Tm=F(!Jzst$|niqFOZ9za{d02}}FDt>_Cy(hh#Y@WEEE@84Fe_3Z zZdRPLl@J>rsB$SEptN?ep_RGz<-QN&KMzv|>+p_KgGbA68&+v3eF=^I@@U1WM2;Yt z6mp1HCPOS@wVVIb9x3>XMg`PD2hwdVk+@mnH)Fzv!spr0Jl31n^>c9LnucJPsNgGX8d$CmwOjswOSQkd2#pA-r=pk^bu!t%PvwnGAZ@si&J63_I9AaLUy zm96D3!X|vaP(E)*H3^Wbq78d$Y(F)!S_t>u$`@)BB-^qBh*Qb*BkF1?G5C+Vk*&kv zyg#N8xH|_mhrz8r`nzx2{b$!UoorbnlKyJs%^bhi+oI0s_1gT8(BJz^U07jG&yXpqNJ}O<_K+1NfTa&<65x=e!eAZ zgrA6DF0pJzPL)8JEi%VGASGdcMdDU}LcZ_LC62H3#pj?# zsOCRcphHpG)A939Dqh{5>-&)r%0EYOiW%s~yrFi*pDpEV6Fj`wAQFV}$HY*n>F^jk zE_?eI8b>RK~1K1(gbMo64YnTD3r`?H1*CS4nnoADZ7Q4gK73nNreEydmxmD~bpj94XuTNA1U6}tx;WR94p=bcW@gtW*l>Z)XzRu~#vYKI8) z3JmiKq0i!ZY+p%XPsiB7vc0uUkR3|h{lhAHu3hhG-#E6ETyq97JiPRTVxYTvMV>m5bCelpl zt|_Ey%TO~;`9Y*Ye#R-)Q5t9_8dfEr;?JQ+0A6@Fo$3sp9qKq-NrRSixSHsU8U|nx zvN{%n^mzaevqr^&@2a)IuPDWkey(?buK{sOg0IG5pex7>xygXV98m@&$&*Z8VKk7L zWSDMy#lYRw4$pz;@GPT=o~1k@2ptG-F1T_EpmX5q*gNguhHQz>LCk|7P@$8hDW}s5 zAXN;RIgta8A(}#xxl}Y%uY$CLQ7xU@F6MAaweY0Kih!sG;PXg!ur=Z;afv=0E-}Yo zV)PdoW8p%iVQ@ni5^%Bs8e%%6^^Ale4KEBihl_?J;<;70I?lAgN9JkB$jl3nqI?(3 z$_meKs;&YdfjVR45*m zru#BahULRTax-mT!NcY1Rn)Lo&O@c7ATw~2CwU^bUa|vtS~tWFltPuuG-TGpAUuC0 z!RTQSVKx-9DGdXW5T_p61RSX6*oGtxhi~N|tAz=n=Y}Ikx|3oqwS)1y=yyNRFfW{? zZ3A%aPJ8@eQ$Rm*i<&PQ}Aw$D)81M=@8jv<2$W((XH0#wYPj+SGz>^u0KyVYI$!MZp7TDFDmW+g|E%oU&v{w*@ zhV@7b-{ScSc}AqvpA5Ak1vudV>-A`WjF7gum$eF{NN)@UIF*))neK(P7$mE8#BnQ# zCnG(n04D7g^?kB!i06yB$vLy8py883o5XXgt9k`xLb#orP7*Vp4y>i>FVTz_p(=Vk zG6f=a5b=T*ov)CkPztdHU_?c~0}iFQuD3_vdB{MsB~G>-FqBAjwnLDSrKOxIZ~@c; z(r{Wz7$!WNG2iYl0%|i%m zPCM245(#SIkWU@y5iWoprb0Hh&UQSUK!Sc2JPq)`Nt8cJR|_F`yfUL4&A~Kn{a0ogHLSkDvmwf%MhR)WmZuVy|F5 z!X@VEOn?q2b?T9&Z&lHgR%T8-dqzyvEQ2vnN-3~P(*!&oZG($iUVu|Ml>q#vg>Owu zryj)fo8%^R!VHL+nw(^_6hV*0U20QkL7tx=?-)y{rE1&c@U&@KQJr|Cj8no-r%UCa za}JEUWm-CeeYAs9U5ErUH2w-6Bj5xPJL1r^OfE$_1Dla^ic^2o6^A3O$2&l6eA($0 z!YO~CFi|x@iARz;fB@2PIuc3=0`CD24eS)^xu^%c(2`Z0{v?_P%4BX#JHV7=7hukf ztpiQPy%N~cUj3W{pupzV32?*HqM;zGB|76x&VhN01ahAxw_+3s8YfHaVBG+1ZcsTv z2uwM7mm5RG^M%ksjfHb4MIw!0PiJr|B1==k50QrBgn7Y4svfOC14LKVhCG~N2ie}w zxzr(#F&PGM=4Nn9(U2sF=_Tr4UR^Ot1EXmL4isLXLkc6)$EaK&jZ%byz4+;1M^Zrsfv9*;4=sT0 zLz|O6#ALIM%pgvpBy?^8x$|HzXX6;7>T^m6V97Now4*)qWa)J^KtXO~%^zf`c;HWI z4Tj91|Ms#fH(8Hn*rsR>EaOp8krPJN959+dfL#HG9s`vWs-)BIv@d~%Z!-23s0uOd zc)tFQK;iwbBtbivYH0w94bjXA0=vH*jDTifp%jwu*j=!#1LQ$A@9)@#&*60?5tApu ztb=B956J=mx3r{iP-Gtb#vu~}QUS_MMqsO>6l5xw^AHwRnGkw78Qb56C_&3EKNyS2 z+>N+}>>$(gTqRT!+D#=uc|uombCQ_j)?P1s3tGPPbONtQJw$Ag1)XRr`X?T0QODjP zwE-oEAw~|V0|w=hi1@1jb_7-$opYL)DXg*=d8gxaT2cb{9?-^y0tje&4gv`yaH|I3 z8xLD+c)Ii)mBHnYYN~Z$W_K)&dHL6sSZZ zUfO0(u9)0phPuMm7-HsOkc7@8*Gx?+#I3I8WRn8D>}a=W%B@jX#Z={qkYQI!Jv)+- zFi_FZ^hvw`x*ndchJ^$;<%npifeF7&!=45k3?P~v+zy?aAV~EhVY)~NcF%tRjqV@- literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_43.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_43.jpg new file mode 100644 index 0000000000000000000000000000000000000000..695e0869265e9a10e704279da09b3072a9975807 GIT binary patch literal 13363 zcmbWe3p~^B`#=7gIa89A^C5~&k;4*+4R2>+(-B1!n~)(D$#ha{&I>Ie8%Ok*`Mj?Cx?f&+pLyS)4GuQ; zHV_O3K``(G@wy=^NK{x@L|8~vL_|bPOjKMFu})G#LQ;OCj1)pyK~+UrK}kt%tFD%s z`VI{xCFE|@4n2J|8m+2jVrFcxSJx12z!w4&6BCn^kd#}uPR?M9(iVgN?H8{ek`{$w z1;}uiIwT+sgG&WA9?x8)oXFrZ%|TFX}8kS zGj7v!8O*%=g8PLJ%AS;0R6eb$e)jU!YgQw>=}j}Iqw~YZPoKYZ^$!ew|1mWDbL7|L z)bz~k-2B4g65lQu1pi|e`21to|IIFGV3&ZPAY4#{Zx>A9EO^7E1% zAq+HowA?4J+rF~aG3&Sr%BZu3Xw)8}0WRcq+jN~3&?yfpG-|KB8N0dbpFZ_&8||az zK?Nb|EKPnR_nS3EA0NaBk`>s2t7NXt0u8>*o3Scg&K0^{&gHN_4Wl+e4%u6td-8%vW`Qx*y206P>itcIMCAi=(81~q zA)x)8fS~d_#A#rlbA?ftQTsbVQ@-ttAf3ef5%bX(WQ0mp(qLe+nCkOk}U?EnI- zDpP};0hFHq(e!5QKU%ei{KxDnY2Yuu2HUCsO%wynO9e{(qdK6{e~J3zINdeE00Y}Y z{(#I^FXG?6KW>x#$EQKLga59ltjTu_@{8xn%PoM4`Cn|BP5$_lb_e;7vv6g6pE80R z%iGHmy#F)xpU!1`P{F%Ds}s6y{|Ddy2ckRwV#=TJkH`Mk34i>54c`A~vPOdc zxN40AZoo^ndVhSy?A`}l%clb{e$9se6%qj8AOHUc<^Rt?|076$==a~}5dcWcZijz> z0N8*?S_@b{1r$Metl`a%oPQC~1U&Kh1H^WaCipU)%RSd;BYd(c`kv`KX?|w+yIojv zx&6(C!1h#x&)rwFM8LBJ2Ex;mVMKAR&_uFi*W=B~0}J(SkX50{fsB)m6n*Pgw3{b2 zo72GrRO{LMIN?p^8u^nX$oPXikM+b_;r2YwZ~2~7D`0^#Kt zk^Csy}2`2b5zA_cZU6Go2_&)2v=P{4LB&;J*r(7~+J;?>5*cS6nhX=I|dYXK= zu&bR>xmfG1#HGc#O|+YIpKfJ_i)jBot1%d&!L`^q)5L=Y?yD-cWh(2iJ7d5~l=)Xv z!_5>;_R-St!oTR-RTpOQF{3wlkU0ESgehj>n4Tn@@qXW)Ylymu=Rwn#nNFB*K2`PM zp|2%$ZADgs&l=SQ3`&S*^J^1ze!D>OJ^4#Wh?ovJvdO2C~9#fXzy7$D~ z%Jx{L%Pq$@663T@`xcIVtevU0E%oIh#utvx*)iYbIkWfL zCypGu==I9~zRU8Dk%zr<$FGUnw*OqeKT?0;i?{H;bR*2@Jzx{jwy{VcC*EjZ^hpgK zbh2bO{1p^(NM*>u@`7Gy4Veek(L}V(w!APRHid-Gx8~fzydkJ6hQG91hJQb!;_J_Y zuqC@rPPCdNO@A8a1WtT@BU2@kd4UJ@+nL}-Zcf(NVj@4V^FL_;;f3jg=1K3c6{-25 zUT{^?35qtS%9Y&9L zY%N)|ZeoXI%yiS*d${t{v1=Q#xT+duo_C{51K9JJRRm z@vHG?{Y5fg#3ZSGIKs5j{mHOC_SsKsa()Q{iCkmkuZ2RU$#SNDcAw7P6}PrV1G`rE zd|@ls%*$YW^w#{i-I17Q7_Z6P{-(r&xYw(4nL?p4eJ+!Esxs(HcG69DqjCE%?u#++ z%pkb=2X)geTOFxX6}zSx<6N%gciWCv12$=q7A8vuJSg7eqWVb7e9$AQwvvTU?`$lu zOCHim{&03f*qD_g((`5+d->j-rMB#(D0K8+=4vAu@=u?)F5d((h~q&La7P}L9o4$r zAG7da@j|PC=E2|k%8*WWryI9Be1l$HU~Ik6lbI3gS6>(-eG7*byjGTbWBMfir`g44 zie?iGo;Dlp{JQwY_wVQ!r31?@()M?!dZkn2Q)(vkJIfM})n7z=n$gX#0&HRdK&`dI zs}prA2aM0n+iPf=-uvwu6MxRSXWndNMkm!O_AekLxcH4(J^ZxBGyD4bA86TEV-J8ofmYgs|bXteSNL} zt8+$H-R$UvGfe3>ccZB>tC3y{`_M7tEj;Mr=o=nX5h$`!%i=-NZgu4k!xAgIc~IX6 z9;AR?|5xPG6)gqK{16Dq@Vbdi0_eHJUHwG6YxDX{?NikwhgOJ~@);hq$gKoJ-g40d zrR%dX|4JV@)YxU{Z_r$KxaB;y^PxxHSm}~O-Qd3E=Ts~8MXtti)i*6zq=L&Rhz=mpkh@;NnLxK-SW!zao z^-W|DvZt4MP*V2F_BSuSt__UoYjB(!by-}x%;k!MrAon4*FciR)Gdkuyb>3j&@PLs zJgCV9tfP7gSe|`7X1vsX?ycA2VjO?Y7sf|Szg|0L7=-c`%mU!*9|75G0-oPlwro06 z1Efn$=E;5x4AITe>axJr(#=kDH`c0hW8AolrzaTytzDwE?4&x~g<1ZIo6Eoqm&eS1 z&M~8#d2u%ugW;+C;ed}vz*8QSH5t?AL!Ki5a2(1{ zFRp?FUH39`uQO9RIa+q~nDgA7n8k6`)j6cBo^&$W|L05o*z5)S@a#qI&1pa}N5In7 znFHUs7qpnbA$^uKXXz1j)rAfJC~{PT8NU1q zb#Vn~R#(K`^+QgD=IyG|qT;ZlGiMvr)VkElt=Lj_^o#T*{SFXZqlXUhAkl{z@Uc_% z>>lu)1K6`&Yh|@$b&>~tDtuy8-JD1J%V?oVEdp#_4hPCB|E9)#^I8q~Ro5>Y=sO0| z+Xax;G5wn`(=(XyL~iZo#6XQ5kJG%djZ=oHl+7Qv@u2iGThFZaV>r*QO%x@^ zMnFxNu(sik85gv)Fe4yY0wF)2NHA_i*|8^JV?+K+xE~Bu?``df)v1_P_mPtm&3{#= zy56vT#xG~~9Noh)d;N>F(L*C(^B52MnCD%c5yT+XYy1q@U3ox^{QF4dEZdj6DL>8W zmGt?t%E+z$s<(^uN6H*FrS$z+mvkbPI%VoAjQO1YtcnN4>g@jAe#s!kJIS!>kehHq zeOihKA%V;dgwxMU*eu`>EdFaEfXKaOWMRF?RIQ)!T`= zn*EE{iuBK&_eyULUcM}teQ&;4tfI)#X;Xtnj{Gr<%*unhVNS}@%#6GTRHQPU<-33dC%(45J!Cd3@g zH254YV|H7{@GK)VnVY+_rLHkHY4|gqE07hDHh^9dh-swvHZw-(&_1)mbF=x=V>VJ1 zkgl^5UH><#fy@=e;A0xeGRb!K^975S3(~T011^`Rg*sgC_Q9@-24)Yl2XUxI@hM;X zTFS{-_>b@FU5ep92^tf5@LJa^#xv;KDl@-Ho&FzhgJ6k5*LxT|M<*&W>=nzF#sW{ARmslS z6`lY1nYfk2kxQzX?1sS1(2Tj^Am}LfRcAh|YcjD$zhGzFxajJSHdQ0xlklv7P2A5< zsdD09EelTH4sOKmGn^go*)LJjYcsqB?w?t#uORX&eT#=|v<3T}9p<{qEP}2yDSWy@ z$v-=jx;&-*>|DZ>fkTkI$)IZgOko^loPtP|tQHYmpG#It-FJ8Q#VOweF-e!1`{^ww z1$%mQvBtgov_GwE4gQS0ue z;)MW@F`4g@nHu{Cri7v7io~tH_rQ)sAYZ;=$kreZ&*q3)I$?Q`eY)U!kbL8{QnzTU z3^=X2s202LB-VReZBqK~J7T|lEo^yad-sq4S$jvo%4)vFf&%G^Ki51nI_!|Nx~ufb zqebvjI_8@ACPk&7rDshrYIzTa?7UjC3Ohio8u zIOIk6_v9?hYWR=K-v^F7`6Oo+^|7JdckAQMVp}NGrS561-Ls9~6UQ8t5|@b9mxd&4 zjx@_}Yf`+{&n}o{E}O!#&Ei%>cu>hvwTX_VZ^f&O3rtD#sKki^kZLu;2Y);xC$d+N zPb4xMZcJceQ12s=g9UZ9s{X0+(;#oYuwD4HZ?AHM$jXKKbLKC4dpj8~WiRKwQ!QD* z`N^7`xn!l;vEu9AzX9{R4V4VLfMNB$k}vG~bmuf{n!nJ{5UqweX`3RAAMV)o*~ z%~@~|i#Q%ePl;lA!>={H*)Bj@+V3(~{bH_vCf;`HQ3+St^wFmcGwhfNruoJi%+#dF zC>L?$YWth(1#d4-((a2Sk7iFWn(t)yKGoUT!2`=;rY%-!(`!FLLLc{txMsS$R6$0n7y1RGu^;>6n z4jYp0<__%B@BSRsNePBu=y-3N`~4sfTG{f62Tk{Om(1U3i+REqag9MeKi4qV?`+u=DR; zz%|S6vDfv!xq9M3T|7ShSV!&-g$v1@kn>5+IEh;Z&O3Uhr+wkGMURP_Md8J_!+pte z7v6qOk?P=N>pe7ZLAXN~?&l>X2JY87+Ucj}@!8i*;$TXHpJ*Dg5s@TrgveUm!$rSw z5_NpI*NmA&=-)$~aO`E)ayLpyQSBSjaNPS>ATu?V% zY%4CO`lLR?vl2V{I~pU-*!A^=1#wVlJxQ#g^=Kd(=njU+4udCt1 z(`E2v^}+mlHhgOQ$aL=!%lh)9mFh+VQnqhPXkVB6)x~Z}{M$qy?23p0Q^9$9=k2Jl zbsR-D4DZzp8f=Q+bpHK@jhOUWHwlJ^ z(J}jRRgu5rue;Pm`p>-um91U)j-s-I^uj z6!>V9W8k+l-`#w?Q@0z16zo+x@G2^>y)2{e5mrs*V)a02;hr0LLZK-~omP^&sLS}_ zHe6LC<#W>4F=w4I$C?qFFekyU*hmx-)=*n`R{SIariI`LX`;HL4ef+)A-vajj@7vz zy=+E+Wo$Zs#-8ekn6w}%B$|-NSOQy)dc&( zY^&$UW1rb)<$kpp2VPVTJ5p21+7X7vi^P9X3O~73dZFE0smV8}OhY45kEO=;r6iAQ z(S+#4lT;f8ywI;+KdaR_oZU<|j7SX7+m0(2V_I#Ce|-o?js6HF z-Z#VSX`!Qn?gUQm^MGA}v9Y&DB*aael-^l2$Xg|H|7cV}wV-YAd9Cl*NbasiJPE7( zj1^?k@iBFjh44?}OY!XDcz*DcNb_>}2gap#tqyvwH6hJo!yTWiYn*?ocu zdz3<9^F?*tn;%|%J`-vO2^biV>I+DRKe|YFDV2dR_haA*`RPg?^nBg% z+8$>bG^L-FJ&1drTz356w)%#8#l!(?SqWv!-mdDGJvJ`OFY_fIhRAI+TSqEejXP(X zrgGT(Vf}^r;d>*T{LR045c=40<+B=>Fb-!oB|M}2*bpGC_XXV$HqJ8k3SgXK?aYWz zDUcV8CRx8^yIF^o{#v4tPh9o*L`gdJN#$%>;HST@y$Kb$xJNN)NT%_ELm}?J5Uh5S-1T_3b*}@1WCoBVR)0lTgC8Xm$o)x_@(<2M^!TK)`#s^ zb*s2>xqJw3fG9eV=qc?P-c?>!Y3FDDC^P_>^=rTM>$1nHJ)T(?ZwVb9&7YLC%dop$ z{eHwtwfRZju-880epx4f+p(k0Ee;>IvWM;pW?%!{-&QvnwI1kzz zH|%(etxvs(8FX%7oN^WD$5dh5of7}vIST%$RNe+Dt|l*WHqRic7(oy^)h4A<9OmQT%#mc$5L^$^qKJvejXn4aj;gg{;+v{WM*}#h@ zI+|cLq&~zU3pLDFw?)n-Gx932^J=M+u;8r45(mM9PF(b33TAbZ#<9|4bE@;b91Cu|iF@exUedR(Q@*hz9&*OK?s`6)XuI!H7HsciVxF8i4Qj0y zcZx?|iAmm0G#pD!fj2s7TwH`~3PF)ot0 z-+QkqGyA^qJ(ey~pmR?}=eESA?u^o=@k93}x8CGdD);smsS2dRYoT!e*S|_j9qit#wzllFJXJjO0w6_nI_1VC}Vq^(L@fL2kEfC zVU}iZ%U&;*>fP8F^HuoaqZ;CHL!5Dk zkRINis^iGhLnvhKE5%BhE{c#Z0RCh{amQ++>cycP4zz+I8jjewkt24|xCsimv;2E2B~)F8hu&90u>9;AzWtgJZt?92pfZEK77X z0QC@kD&tBTJvM%st!cdEulnxeI%VQviIkBktCS}mZxR=W4N?~*zjv-1dOc(U-;QcH zD5su%Dq=1{exvNLamu#SLxvuwO1h5a+TQOUHgy&0@4<`{qEL6pAZ4#VyjZ;}U3+sNggp3M;nvmr

u8p#9=$K{;@AH9CXIMng4)VfK`D(4LgUMrs>uq1}d%14rPxK%3$e*-^Ns zP4HYE3&}v#iy)r2^LZeZrwrmoASErK9LmNL3Atn$x<17n39FjTt7o8H1uoL?)Akey z6%tKoMCQXN`i|CWGI?5q;NcGiZ~1v<%TDwa0FDEa1!)c1Umo4ZLO?xH9jtA;LvqAm zEy(-x9hY6fb^H_R=`Am+f-BqyUrv$TyS!hORW)dgTGzjp zl(MpRG`}4cXsA;&*eRLFd9X6ba22d(wxA8qHZ0+X)ycBzspg$Dl9N!2e11C!I2$6Z z92)D)=`cX%h~Vf>?JbZlp#{wuBFmc3_}u}q_zd{Q75-%0#@dJiT_l=v@EmC5V`AP; zmCkY~6QGNPk!*wzt^xxo)F^zLfP%vr01ZAo51@)a;p!5A(S}gQ1wuQp@U3%&-TP`1 zF#2QpVyk0us&}=J#flOJg(LQ{BM0x5RaFNiHEg9u3VF8cT$%f}_+Uc<>l$Gwek|mP z_BTApD2Wa^5HW1bo`QshInsmVa)jP6(6n+0-A zSSU|8g#tw*dfKhY5yVhbxnGh5;3FYNs9v2a?f`3bhmb5Cpf8RBwC*kUN92R!1Y~II zj?59v1v$(|@<5HV!&DP@z(@93mc;`a9Q!_{`*lCrM0AjX0s zxQTd>RYz$gg#~{$a|&9OTHt(uz1v{XASnHrbLjM3ts;4*6qQ znM|8ZmD>h;$*xedcp55H_lleys&Zcb&oJ%iPNs$&U1M3$LgOn?Z3 zS?g>Q5Jv(pIa(tiyf>#ED{S_&VU~gLBd;g&okfR^*#_+4_)!E+5!EcTjH8_|$a}`Q zWM#S&2ZxoQJD>A7LFR!v?+8&Ya)nt!upN z$H2+R#HL;eOM>Pt`3MuG`3LT~_d^>jT0OzNC=Ywd9df!ZAD@&Qa6cGwcsNr@>0tOB zH>)W5;SqakNBpMWnFG=kXs}pE32;c-rI9GwkRv<^o)2-P2pWNOYeW~`CeHvm$e?e7 zCq$Sq3bGMo1_Z7J0hQyd^~7=ZbR?`(JV*yJMPEeRX33+;p6zs}No#0NDkYd0iiGvx z6`b0!682e<3IOW7mHVu1kST(88~uE#4c41p7hq|}{Ms4`g)k7D-bPv&R)X`eJK$-= z1q+h8)ZfDzQxBLY@PPF^sqC+0OMluDg=78h4>KydDEg3CaF|3t+welo1> zas!uE|B6wpOEh${o}3d~g7AT;fX#ii{sfMdv16M)*+axEYYNeS7cP zV_#C+7uvBR`#Q^S&*dm!b%{s@1rnQMsFdSf1;CltT01#wA!l6?^3!i2W+-F9wph;O zfxcG;O)dV2tzYX*;k7)OkcpuAgP4!c-}L{g{2EUiF!x|pZgH~yJbm{w>re_0YKc$x z>q%(59a>CMf39C+n@|%|Z2562=j|4F?=vDUKezhnmNz{&=?-Vq9_7Ljcn%i<(R|Gc zJH6ZB#>zr+Ev5n~WJ$gu8AC}Oh3oVb?H#QlO=K?B6(XWy6p&CZ#k2#4B8*xC9$2dZ zs*^XTP>>tStE0m`txV> zriMrM`*9a%vYT05%j**k``!#!H3cL^jWIF-GvTN7Qi|;hS`C89>jGZ>t96UT6CaoI@@%h-Rh|n zJW7e55LNRGl^IXK zQKdGRBVCV3*pPh{@mpLEB^k60BM{HvWUOmZ>UeC1TtNw4n|6G|$d1H_L;AMv7;zkj zEF(g7(a6I zELK!-b5BKMO(6VLwvxEl&U@Mc4TrBprET82{;Uc2*6^yS=VU(wUB&Hb|cj_y#~?be)A`YaS#gH)4abMvxt>7V*=LSW&}K zM>|_3ai?Wh{myD8qFmG^C-*L>xE-AE?Q|&EYy`y~ab{OQI|nTg8BE|lcZVFrH#|iA zoF~WJs^)IgQK(P1f=~pOFd62^+P1SF3$gfnFESTYbtpoP;6OsT%m@}_RP%CQPP$1h zd1HKeISmSDT()S96oSlT!^wwigWoFWh>MXv?RxLgyz!fIH7m$A^xO&P&|S*e+vS^M zjS5H`c+mc8?p#-qFykyKH2IBbpzk$!g7zZa#N^!m?0~}uKR25@*S^`MU15H(`izKd z5B1IZG3G6m3U@A{OZk3ibijw1&2GE@epLBlk1yp-Rb`6w^q$9ayY>_EJ0GF!?z_}( z1IKZP8KDMFqQMjv%Ot`H0x?xxPZQ{g@=S0M11wXec}nQrJhU26YI+FZFDN zVj=WPF8|`hw^fhKqUrJVOmOt5CUhn#_}XiyOSU|p5`VAgRu0U08pgoseue{ z=s26RjE7+*8kj5*geuMNnxTvRQ+o-+Tk?bS8g;>KhvXh~8QM;7{%xlHF8-ONU~qK( z!1I9OXVkBOHnPgU@}|)t@zwIdAA)#LgoJ6XR9K6jm*>{*gGM^#(=1}#%`-BZL5CmR z`#j-%_(byYw^?S|&x3JS-P8KF#t}>cW(r!)oH+5&Z7;`%)_zb;=`5qf!3vurw1ON; zAmr?j*8n#p#Ky1)xMaHxaQAVH0t!6gCx_?wPy}^}7Wo{Iw>kcu_{*#OMb6Nj*}Nv^=JiAi zCQAvFxQ@=knZS3{b}YaiRIeO=1lT;tn<-9{9BP{Y2M0=|M09!kn*twDMS^wwHDwQN)NRM*8(GvY)~kR99?A;ij>t^Wlnqj znjt`Krwc1Z;$p3pIFS0CeXWSQCLrHzGfuYOua=ua5e7LQA?gJ9>>!N5S>!;XtcWcwZin8 z-Ixu5*)Rq|34rAwgannTxV|+)6ukMl+*RMu0$tt(ISuFSM3>*rfpFm1DL?`LB_PqF zX+{{X&~=71i3IgjaO2;P>M9HpJhlB}I-(v+lydjP`|!7#+?!XgFdVxB2XQ>0k&(hTDL-4R1OF-a<6dYvsDS+!CA zAl-{|+geZcc_e-@>y|Qt9Fsxl%hEQVscy&@q}^spO1YE3;empLz(!<4yuMD!m5_7X z8i5BD3i7cCq8jXa!i2r;AV(k(vJ97pX<85->@lSKwYBw)%uMtR zRvT(-qt{_pn`3b}oSun|owdaVGfSL>R0vE#L1CfNLX@&H%3`_pa*O}x&s-Ixx&TIy zVZvbskc=t}t_qub3h4nm5wQ6W^ydSUfy*M~UOT)4gZAtVrqM$p4n;;CK63QfsnhXi&YnBZO5>zoxR{Zd zm0iH&3$7FvUATMp58BgUx$7U zkBp9uPfSip{enU8-)@1wza9Gzzf^%=GP1I8S$U~nFqy;P7p^LcSdNuj;y{u24_j(r z5xW4nG4*muwSu7~bxWg!{B&Nb1_WXa9GO#r=PI_D{$Dk&OT2507D<_NLVPJKGYhHhSQ2`kuv5t3 zE+`Y1NzH?jf%FW97ER`lcg%Sq(v<{;RtRv34*RXhs!7%d==siLK*TZ*!v%N%Q*X0s zc|Zp%zpX>g6UzA_eM2CC!$8fekva|3XoUb@xxal5V1jtHagYpd&~e&)Bw<&9$!2X< zt=s1fi4vD3`AK=CruE3^0PD-d_u7*DmIGSOfxCYb|L{4NT>*5P)0==0t2V3VKRYB0 zUgm-_iF7XzH^24Y!~v4NRNB9j^34|m2i<^w+EssqQC`T}0>8iU07>e&TUlay1Zsd5O|EY@d(UydZUe5fBjZK`FO1mgTBI)4y>$mtCl81#29J z);=Zn@02rs0|;be9@qc5uk3HTeSX7Xnd(1{J39}V`KbS9vSCU|z}~|7C`#S@9aysu zAy(r5ph*q=L*lppD^inx%K*vz6OaFy%p9o#>7sZZ1}8w~=F=nuX?i{%HmNW^2=dt9 z>Vc|hPbo_NW3SX+<9~;QL~6MY{hv~P2QT6`@}>Fsh)qoOq`#G4GWbIKzvmrg<&< zuZEG(J>W9^|8$kJazBM-6Zg~>{niuIffwq_fy^9aK$2ex2*8#%JY)poToiTx)gd56 zY4LvE9yb=&J#*Xgx6Y-7A`~xkwL@v*1$(qeyE;G_Xc&_omy+Fkv{u%F`U3V^QA!H| zNPr40jFo1IkTSpS&)ee#s3)oe9zS=xa^pKPhX@2bZnJuoDBKTJvZkZ2T1{`g6bB9r zf(6j~eH##zZ|-&LUR&bbz&%>%9+@)0ootqDHm}e4`JHZYDY*1u0M*Z}JbRSX#;AC4)ev^_KfZ&a9{CVO%0NowHU0{V&R$}^o;Li4T=h7Sdd4KUT6{pc}|JGW{ z+2aK`ZQ?}H>HGgFl;bbGbO)QjT1n}=ty8olk~l45gr+ka2EZ7!a6BUBPElEoS{l79TZm7 zJf)n6{054%HZP2X0ZH<;AqB8KL5|A9*+6ioRItW>3QqYWIN_ff^#9i2kjWQ0vs@_$ zKmWa}{*O7Lzb~Hrz5VPzcTvDDVCf~%^Z#o5GV}}TeETR5PX)mK?N9LL|>bp*nwC12aMO_n5I%`j;pAO_?rpJ5}?ofGepV+Y~YbZI9u|em+K2y6 zVl7Az>e*kaoJQ#6g|5KP@dTL05#PgY33JfXR+Dox^lKBB^pnQSx4k zZ8{ISK7WjLWicBZ;hU-YMh9Cz3ns&Ml9# zzTl==I|Ejm_>WiA&gb9v~>A#*f2=6B*a~rcPMh)@Vf=ZrQp7GPnMSn7trZIHb4r z)&3PF`He@6QG52Af9$>VS5nIq;!-2O_~!QkQ%PqlttY;Ao6{SMdrhp2gSRqAD$jY} zJYQIRAv4W7{SI`48{6L2bjP>Lsr7 zCms)cUb%Im_y$Ak^8@+HhS>b)mr{<`iRZb7<{%}{ZC&H{3{BwUr)DtjBDb9jmN-Yj ztf@wxd6s=dz}eI;l{XGJ13eSVFMi|Htx&c;;oWK>7y2{it@~g>{jQ-A^-rWvyYVqK zZ(q$pm64N`)fD1($UlsRNg))g!kXe3cV`bybsOlla%R;Z7qYW{lw0GC4gsFyV?fg`nM(D$ z`ZMl_Q~Q^w&Rq5BTEstP8fL9~1ywn(E4l;Sv8t-BR@v#NnX&)Z+fT!$r~sHBE9K>S zdTnYE4|g<5q&6Lw@>R!tIv4^i2{o(IalV@rKT&<+34UJ%yro?v_5M*PGF0tjZ|C=k z#;L8ZbuX6W_c@(h^A#=-eVXzHZc0shDK$wI1So3K>D}RQI|rfrU|}+QS+L+~A$w@Q zP|9;f%A*E&SiSipg^h)8FY?_J?zwJ>zJ1kholns(H+6>r-L6y;@krRjgM*I_)ai{> zyIIe8-``z%a`6-n((88F{D~fAS82dz4J{oC37dnk*1uv}ZcTWcG~JBv!RY;(+&x$r zwC2dzH7NTx4J2?kwW}YBc zQci^hxtD9q9`ds5dKHeYzqLwFHBxT+j#oZ+4(gXApY!HuE3AGtqBIA+F7z8u_N?a_ zJbZX$daIrCtzUyNwHdQZ9|cOiQ^ z!?IZQ0{_Xj)y}kX;4QG@*u?lYxZEnzIQqlPR_y{|va3`{^X$^^KC?%5%t0TN=O7Vf z4pJDqJ_l`BJqHb(nS(luKu`pqK~U)b+X_%Qy>$-CQ;!*c5;L^L%hXU(3hY|@AM}`- zQ8gDCw`996mcch4b>gF=7ThwgaY34a}bSGzUFS)cY4}LG@pTO;RJr|FtKkCi?Ik zWPcFEn{)|?&sSc$8Lqcy_lr3w(cnvV2orJbfTSP+@uG3UapYm(x5|m>m_+p8>_vR{>p93^-9&35a>xAYp&Py50N`Jf zzz&tOhhD_#uNq0MtQGdrN|mx=29x{V)TPA?+;KW#dnI?Tde^Tz-swWHllQ5?Jb4sg zC_0-o_&&Qm=1>>C{z*RhRY8J&MbZiEl{5us3w(RwnlmG#UrJ*>L>3d(9U{<24!i4s zA~JAo)2Bxp*f8|e+IJCu>`3rX}oh|E{oznZ{YOi+ZvqB;KE57C) zt)SlQh5BIeb+d)TC-Xl!ZCIsPMr=(Ql3}oYk$WjKs(1KT$dj)JeKxnV zHvRmlYHMSk>lZeAylI)utqI2sx5*ut>L+_LN=6K4P7P38F8f~g<2ZejBgr}Fc|_me zc6a4AU zt~Wl_!3#lIjAkBHnNfm|aQ8%3)QG_fOPCfzf;qiCs47%3Q3W38uNd-}6bAe747_XH@s0o8rlfRW~h7nlwY*@q%Uk zL5E$sP%||*4eDIu!nW^zdM}dlyBIC z{Fr|BAnLOd{^m;mVp2?Z+sX3!wwSSyVXN}gcSgaf@1U(_?YHF}PPMo36Fe^HyiGOg zh=|)km_q0)nu!9NUsFiXue{Ij56?{|sb<${ZzkVG&Qcfa!2C-) zob(2@7tTh8tBXB2;LG#_Q&T6m41Vb2-2VCSc3tkGN7IXFJxV(9YA-}9H@so_oR-gn zAH?gftjhajxafe6qgDdO55EM{v2ER#8&0=wc7(DzG0iO`!bm^cv$lBs(jK2xuvZrb zp&9x+L?UaI&DtXg-!9q&92mQJWhc4eC87q-{+O#N>r;?f%KP;iSk!#SRgU6Y(Gsao zI#4{DtM?i6WNXW2Y*=V`Sj`+XdNpEEof|PiW)AWiK0i$?t9oSpxjBh!(Omx{1^MJnS z_{@{!7tLob->5TwYr1^;!Q)^kus@gbBCd8+jk)$gv*dlp(90F_`7bX-ULQLjW zx@lFAoo_*W0pk8bS+QCIIdeC|t0z+9f>wk3|vFKZ;s8CgJXwsbObb|DC^DnDNIA~k1 zfT3C~+wC8tU-;*^XD)rCJqMBTpD>%pER&0uIRtVGZl7hDCeJ+ZRjGCGx^Mj&A~t!wDJbDQojQ@an&}EZgov3MDSTQ+h<@unBbUG}DIo?VFMZ32)vipr zqN3)FE9J&TbaxrSUdBkJepibJLzLUCnZcY9aCQ?PZdV!fsq_se0#h#+RP+q#)JO9+ zAGG?>@fO}E$&CEvP^$iH`w(s?A}Nj4>qBh~(h4X$Z5z(LZPayB?r0H}5i)wt%pdCd z<*CvG9+~La?AdigzU7s3q|X8cl}MD~ZJQhU-!Os{rGyHfRjGY>leJ;LLa+tiGDTwl z3*jCmFD+X-Gt9l34ybzlSf!EXIs5$8(Yx2{p2al>z!N36Dfyd^H)rjQvvP^}sdE1u zH|mG`FnGW+^dohLe|l^sg3$QUJVtSQAf_f`D$UY&=j3ts4ux@tFA)Qjzj(Di{uiBH zvgE6sfc>V}rlo;K8-L!e9cn9XeQO-X%f&%zg~rCRZh7F8snKZiTMbI5P< zP`A}8-qz+TvNg&=t6@HjSD z<9*hQ9C4G@TklU@o)N}Jc68PxKbxFdOk9;DI)69O#Um?C5BsdQTQ>Kknql8{8I83r zWwMcHEa19T?7WzjMQwNc*rW_ObnU_0OlEN37IzanH~5+|9#T0$%euf2bzu%VGO089 z@#NOc`_6|N(T!6cSgIRM<=xdqS94|i`^Yf6crz7&hT&cFh35D})X(GIN^6$~5|lW7 zq_6Zq=WJ+a3-@ZjTLIIkqnvM|liW?R=IM?w!_61*+03K5cSGpKLGiq#jGqjnYlsZ6i zz-5Xws{05^)qQSV+`^hK)mx8s&E{s_L)M zu7wO+bitk04&f{R)XGTPJ2v&3jGbn*1mP~nqf*bcevNdfqAZ6_A}0pg)~*~IlVDJj zm!agReod=%UMzF7#9!(mrVv(tIoeftZ!@;VGY`GOMA7(5p&!-pwb6Ei`xkhACT%xv zn{UWkXLdYok;*5k2>0yK_sD%mw-2ag?%!*l3ufeHN;=l};uqVbJngu;b$eib)uHh| zs)~@9Z#;2{s~s~nxGGC?^wka4J@mTBciORM@Vk4rb-vzjrgx%OrDkSQHo2(2KU=0& z_3>G4qJ7x=J^i3GY*9Xp!LM3uHy9(>=$$ySurwoihPpU9MX!Hb*P}AS@eIqjW1Vl^ zXIs=R+)sR8!(40M9_qfdA$e*{Z)T_M_tp=?ZN6aAz71|iE^x9fXz;Cf7n~?nryq{e zb%M`9o32%criVgoY@a#7ayoEqwS=QEIc0w?m$z6Ctur5NV<}Qh{V<*#5Y&1MnA{#sQhmCQ(i55I|fCT zXYiIrHqT~OkqYzM&|w~E5|avFp_syQFGeoARP8ij-hqKorwIJiW4f{ zR-Md}SJ7pYusO)#kbIu0SMW$trO>P@aBNfZ?$Z3hn?a{YXeAw!v9F>u|9dKTv|Jg< ze_0pkE%|ZY+llc6mY8EM-wXom+oKXlO~|=mv!h$~(DDZJ60zP=w%$8}T~#RFdsAmx z#801(U2$jc`sGab^dAjBS$c0m5`BMsHpUD;&>xeiUm`9{5O|Jv!r%JL(6vOR7DblE z@{Ak%@@K`BePivpi}D{G7%I}qb2R($qAtz(84i(jZX!k9|a>Q zquCpdGsixFR#^IEQnB~Fvv&8p%<0_bqgMwqq>>CXaZm^%c&vf9)OENXLap)e#eZ{?bl=_8) z-A&+Bxve=DT9)}uV(WCDah?=|-yO!PYokYHZzI?{2W4;kS^u*4x@A!I9xXStw;zhD zh;?BRPy&%maxD{FOE|{N#jK5(+BBy0S#X2K6*x2|5Ls&;#KCl%U4+fU&V+?MoV6w) z8_}@z2r>yRf=s$x@{eI%%9zVcHc;}t379Y^8BV_o%k?l9A(v#^OcR;wT;ScsDMDO% zSRL6MgC!&MmmUxpw?!ji;Dsn&Tg>uvLHv4kQ+C}FgHtJ&AMgH4;JyA?zQIq)`;Vz{ z-BA@IlV{0|1{?-tE5kN5RyJ0KY?Yiv#>!f5kQu@lVT|sTFc%)9u*_-ITsSfy1DT0~ z0@&1H=Tig(s*{C=MA~8^q%A&0)Zij|*qW9Dq^^E~oU)lFCu~&EL4&l4dJ;GlB* zbpNaCvOPwihvHLx&i9!gya{XU(}Tnh`W-?bOHy=Eg9aCl%M#R&@dmlF^}J-Vw<`;> zu)~C7tOZ@b3YMjF^>>##0i?k*lq7-hASubmumc2nq%dn)WW)IIpLC083=RICsZx^^jjnry8t1~T`7h})n(npCMVE@cJ2z-I!;T&1 z;WBZ4O)@`t1{^w0jf*g554nlV(2IrXe&SOEQD+jyJR03jP!bsH@azw?<-Huk zM;b`zL84Zo2{MeJR6a$ypW{MgM*YB8vKVIQ+e)C?3)4N|_rSy7Q2AmMS3Xo%m=kY| zLBrbP&7wsXECN0`#Cr4!Wt59B%(LNFk8rg$PtuvsF_XL@J{;WuUS4D>H)s?FBnqJy z;_Qupj}N5xYI( z;k@L-NYPiba1}V{6U%!qt)OasaxEuPV~PrkaB+Lbvdo4eksadv5GWGGf5x*P0WhY# zq|+dtws=B3;UP2Z*hNG_0ZDe~&I}ghN)5>PInTwB$pGDGA(cXkj)#y`%6)Jiz}D6j zMF{K60;R^sq%(&o zqvPxhI&QfViH^R4rSWhc%V{$hbi?ul5HU0tF@tVcfrKgq4OXlu5G;<{0C5#GlWpn7 zV?j~T2xB_t2p93rIn9ymOYKZi?n$Dz1Tb%RP}NLY`686a_T1hN$9z3274eE@*atKv zcYYNg9`+r)Ktp=Kqr@yz`?N;t!F{tg_(T{%g+)Si2JrTL;Enuub#K7 zrwF85(h1(YGM6F`eRpAbL+&*!@AXYGCy`XKldM5DeIyfE#Xx>UpmfurHmpnR7dj1A z-jgABFld^VYYq-3LEExF?6M@Wb&*~@N{>0wLuW*9SV{XJPmFm@oiw7}I*a?MT88)Z)tXlH&;+GqTaHwVq1v~1sLJ8|s&(sOCf*ecY`fFIq# zDc{ahZ2dglVz;q&*ZtLtvD!32@K=&jrQ!snT z1D1rbB-^K7`T{i|DFiumK^jvX%-Kh)kQH1R4lc{SyA#0~m-WGK=^!j=RzK@okR zbk_^GGD!$MZ*w~|#FM+og3$bG9fWoh{LTQt+&o+}6Z&|aWawEV1u3G8E!X+2qZa`tX`i6dhxM&9(%D zb)E_h=qe=iZJN5&$qiX$>C#|zX{u>C`kBBu#RD52jfvx6SUUIXeK`+s=qkQ97*Nt7cM;J_4zf<6G2}{`o z`P6o>fTKGSj67p%s&7-kTsFwVg^|!u0Y_j8ih#7;wzAMN1{Ozc3X-G%^1O|~bifA- zSQsXSgyuRBHh_{N`&sN5f`-xf8iKlBC;vu&B3gIk5eDk$OxFaZ##Ap6qBQ!0F3#f+ zA(@LDTqGA!kV0*Ok=>AIvq4B4LpC1wkP&Aezy&qK-WKG5Jl|f_U`#ZoTM`yE3fAF- zr#)nvoMz~j8`;AIXp}olCN7_9lENFSBQwXj9HPf5WUfR! z!j)ld0+Rsh5xN0Vw3ePhvR%>QTnW>T2FHCrT~B9OV_1{p`-u-smeZsgWdf0aH=l8%u^n##lEL4@ZS9FlOx%`bkf( zji8F#Boid&II}#$TnThcM53`FgJl2VWF=!l^SnyRZxq8 zG8?^j$-7e6O<_*5Jmf=)t3&cJOhlhE!ONFIG+hq5IjBC!y#SN}Oy!nn8kYsZxY?FT z>CKJakS7@<Hy!A(`tXpvyJld{-j_k_9N-0)#CtpKM7`q=}5(bdF0<6oR(c)lD9k z{-CH~`S}KohBa~=fo*&o2lo)TrcFImkf|i?aa>tx>Mcn$5pn@qAX))m2H-HST;{VR zx!8&=_S193b#Tba`k>-vfwC1#3Ue+`YJuLT?@dwk)%4TXz!Ig>vB?UAEoFp2vURq5klI)|nZ_9MD z-HVN}1mpq*e&I(7L7B@6(;dm=%JKxJW|joy4vZr%b4oMj4f*z`!aSjL}3y|Ml$wgh9pZ1B_m`hq8KWwF?J!@GBYI6rXpl1 zOCoFbkbN)vKEBt~=l#C#@BO>~`2Bw4F&yW-w&(M8u5+F1b*{ahy}mSY>?S>f!NE*kn(f`T~J6^L{wfu5s6YlAJ#mgrG3=k zq#@SG*u>Pv_LSXe`!f!%7caS8b|-lFU%MU9N4{NB~w)7$rRWOQtNVsdJFW^rkGWp!I-7ubK{>H|1o5HNW#UO*3+f7kYo z){pI5SqK_)bgwmg7hUYc_6n=yTMeE1hUu%0u?KgWD_RkOy>m}x4QC#N!kEd+5|0(jXHW=q$ zVZs30D>Kqx%l5QdM#Mr;mEtlF2E37fO#h2U=pWlT!yv9d0RM_J{Fd;7apC7F|INZ5 zDF$UlOpajO^E8m5DA2R>UvY}p-!TRzh8|4l&zRTqg)@SE&I~U8B2V!WV_5$y?!@-4 zeV)N&o{tR3%74Z{&!G2ztb?gB{6n2Hn5_RKP?gCMq_qsBb%de!_`hua#q53YMg)IY1C9T81GK+mynpyd_Wp-|Mwko|KrgsIbK>zOF(l~jKhmJPG7qmLPg>I- zw)>I2Mu+|x6t8w+1ha;FodWhzysTbFC;3CT!Srq;d(BeWz_9XqjZzp2jKNsdzhVp+ zpelnTucR{M1jl}GeprE>s^_IZYO_H96Ms#23wvvKV7(zJQ*=%RNVmw>lm=4K<2Y9sWz%I|06Z5|2q1i>mQ^bU-pd5 z$b4*cet4WgKl`@s(_TAG27N4znm12HGdMckJ8$;-`5$r_f`4=c*6?!$Vhk!@jJN+U zt+v?hoj`(; zJQ>D~4%xo|$@xprzvJ4sYyV&=_M$ZjN-^|7>a=fv7DENtf)^L4bPu%h819ntx0M2S ziMh}d1@v#J%Q{nN<#*?0u*l0i~4tpD3^0%bG;K-xb>*E|~$1E<1nP4q}q*pDR7ysPl5 za3_{ITCZ6-{?|V(+yuKS6y)<@D(Y6XVU-0q$CjBT&*uy)fI0Yhp3($&V(P~>2BspH znS~%=Hd314K{-)je^ijmhF~8^UNiio`(KryoRnrz1*9Stjhi5;Lgy%6lJ1~@6Em1z zD>QyHC+a0vQW;98%_t4!91#H;*ZEFqb~wzz0WLY23{mEL;8Z-)>~IckEqG#tj1P*M zHA?+hd`G{B0v|er-@MZmJ_WL-2=)ct4r_J7k*p2{w@vUk!1R61NERc}BY(yf7H5!y zy6&B5A-GH8jaAwpk_!fRi3W$`R{nHRZe;%%3sIdp{AZ~1D%|5(cC9Mv2mdAU5-jzMz zR@Uz#D2cTpW}D8(b%Y+8Lf_Q;X|y9JdUa>_;O-K!rbN8mTKxX6J>aKw2XS(q_$!eP zC)OC`?g1@*d%%$5j&fK|*q9L!w8_n|Y4*ovZWiw}$;bQNFqug6IYVuRG{mga`J4~Z zLo1iWh!Ke23Dd;o)jc4te@FQ?L;ohIubKktpWEcBtcl$)xmF2omw*N@xByJ325Xmf68y}F1UbgKlq{nN1rtXJn| z2@3JK>@LIy%evTCGb%# zbx19wA=Us4rQV7@2gYBu2Z-wZRO{FS%Jg=B>(!Od%?O?+)_3Zy_vB_+HW9zpfQeqY zx?x_t2Q0LJY2;bV%@VbTeGXKdqU>DxCii{LwSf=|Q{;U`KSA*dsDhp>8Zz$RLAGl1 zPM`ao)&nL)?8WvtapT#!4GT}=WOVoLQsvI6pgT8if5GTgfKb(T=*1l)Vz>s9pDyOy z48fUIM%ReW@5r+`dL4B5Vh<27+EI9iSgxC;Z=Rzol|S7`>xOx%Ctxx1Myt6;NYYM; zUQ&Rc$>=iNne~mXE1mz!|E;^G_pfe5xg!h4*gCP7*1wD5iE?G#wKaIJL0o-qjHrf#qj(3*&nv6=J<;WY2b8%-HM&n++*yzOH_^{J(tF)g`Z{HC+ zY51v^GD!S+><&Fd9;7_t;EtjXv4vW>-ui+ywl<}Z{$a!rAbUQr3<*)gy^lJ~HTFFE z{Sa&m*Cg32xe3m(0lnqvgS#t8Fz6-3=1K~EOJLZjHs$l=P1lYadjR{zOr=hd@R-xM z0il)^N~&&}?jAtrZ_u0kc5ZtLzX#L=vF>bv%RmVG=F~ESxUQEJVU zc2Rq#TaW(C=?hOUWyrDq)t#kYW25pgqN&w}RSNyqIXa!^_lwM!vZoZ@wJ*T|@v*D9 z5=4BZxWLuRlg?tK1sves7VW=%)KyV;9x-V~{sd zuFUF$EGxS7PA_FDYr~#v55WA|iQNNwzy+eF`sx-dag0c>`xtoT>r%Oiw(hbZu;U@o z?OpaojuWudFgkP-9U`#@a4=U+fq&xnfNk)qJ^y|eR=K3N2e_Woh6HGB-Wwmx<(*N2 zuvO?VhBBB&`HfuqaE4RKcZ}p!Q-;5F3ov1xrK1(>1 zAhT1s)EbF6Ybahl*R~?GbKne^@PpgCU;-GbF+}9K_FN!nfCISP}*SH7dx$A**>?c&dkwDreBW^+-R(pwLMt$ zwc?$_PIefFrn-fY!K=5}E3DfNyD^-H@;di`)#>P<{4XN?zHm~>Xl%lG?mf1ae7u`VzEviG5al%t(zYWlwshYvTj6s9&24~eg; z7kC}7M7eIAIl!9q{LtAp*ZjzO zcc05pw!o+6LJe%cLO^K$NS&U<#3OVLxYU0H}^&H}Lr*NF-9^eu6 z@>S1|D{maNVs1W;(Bg#Mx+kGmW+M3db=}47i_udruEFU>0u9Wt3Sl^N%so0Edf9SR zS#<$2#d37DrBHtG72D=W0&0NldIhSdW{-$aAhH{1COR6qosnK@jd}Vcc9tA^?aTFE zrn`os>f8bu(DV?<^URyLmO{W&_2cY58&919pT-UAkbu#x?-~U|{8`6fx`(u%ks`jq z1+}J_P1XqSgw!q=;Rjrosbk4=2P}LGoGc$h>qXNi&(CJ%AKu@oYT&(W>7R)~3-b!^ zQ@9WN5qfnTcO>Qgn44njQ$$xn+D+yMS@^O&?iT@$5K?s(i58eaSvV1 ziob`e4_b+1(aDD7Rejm>bdlTxc*G-@19?61=2ba~l^8igH&2N0akB4DvqH_eE9wfz zRuQ>`QV;dP$Y_k6A$I#`{j z9NYnWi`CCZ>z75#lY+H4`KDZDGYy{~eW#@$vk|h0M@2CzN56d&F!8#OW~9X~`)f+w zWY--QgIQ|eI~?HJ3Q6#2pML+1Ls$YH7&k}1QB@oWjA3UoZVif0iEDqQ8=@>L2y|^K#%493K1MgtUZXU1gk5(G8e{kU6tWN;@GSmW^rZV>&^PV;yH{m1NKF_WWHX@T zTqP0yQdTxOa7JSu_qa~F)v@oPIrC+k#Hz9H_gBikU}}rAiNz)K>&V{|*>ircvK2Sd ziKYjb;pG7auf;BEe>0a_Z^n8rh}^$y+0!eGbM(1kcS<;6oWePJ&xE#b7i%#Hb``|N^pf`0tk@(%VxL%DX|$!BE}VZg0#M4G*` znAO?juNw)(Lh&d5Eem35Wbf@y1qj?P45YlAOx^grZ!^v?>D)Qd*s*wOW(c9OQWQ^Z?v+ZU;*cUDRExtjP1$cjqZQ#)9K zoIm|Hv>?R*9)aLid)UwbKDs2D;Zm|}OO?h?VFyj>h3hLYR}YIor0+}I2QCJGSN!l0 z$7KHWnI9ab*OilEn;`%71NR=F3FOc(xJ)~K(f@IvUMjqcVtmQ*I(Iunm_zn!osYI| z(DU9~`q1Z>^6n?}oPQ+8dGplaZdjI5m+}K+5f0JCn3bY?Zr;0(Y6=AEZc0)^uQA=1 zD0+5-zIy&~p`ClC@f@c|g~R1K-Obv|E%_ceI8pP551XWo>~G)9yIbt4f=3(Xv+Yi+ zmHHey7o-z%)HcEF3cJL@eID%)%4WBO#KuFDin2=o*isSp(jBXnXJ2(pdmXhNvr08K znQRS*5tTp-QHAF$ZHmA0_T5k`^50~CdRWU%etvFY5?9?LcD19>mFVGAtFU3mX0@vx z0YSuQoEonv%?L2l`BwU^%g<2gg6k7{TZJtNB^@c)10fXIN@f_(T5CST#F+$nvQ5cE z4`klF3@rt>0wjaO7r#f=;v295367x7bgF^ zYW`WbG+e-|M3M%~^xiAyC%y1+6erbkrNZ z`U637nZ+YLRFxAZo?+hZ12?TL38*k?nt7Ikni<&|8sRz+dhM6W?rHkAfMn2=dp7I* z)l-az0cknk?kNIt#~m09nf9l5&zfWfTk0YqKZ3>EU1u${Br286*ETDafPkUko_D{; z<{qe2C0_A=Ekk=X601@%xv&e}?ZE?h79>x+JbS z_0GtJ8*_q9b~c81G>r|eA$Y(!R*tu7>$Eg&7T?$Oq{plJ=f~--t;= zoboTsG^l0yx8fns8{}d0u2VR@n$+{8iOcZ@tPLWk>oBX6!aL7A&EWN3<;ScpCk=<* zr5FG7-FJ=f%PPo2qp{!) zuayUR7ZP4^x*j0b6b?=HM_+4DKSXUa? zbK%QwsoTHxlsb*u5BG~Iy~rV-R%9u?ei2jp{?_HE4G6HDa`vr?j^S0G6Y<|PzQ8uW zD@3??;YdX(aV6XR#KDp0mvy-gu_GzJbET2AoG?BT${m8tNd_AZNU%Wy7~kQ_;=|hZ z_pjC4%qsY9jie6sk(M^!zq9k+_#xI%TD7xik9Qg{FT0d^+G&z|jNECzWrvL{z3K9} z=y2475SItSmlt(xS)3IVHdRy=nXacfm*^QHy54NAQCOlN*WU{4d#5ah9)*+_*6#t5 z3I$d^%W=-G!t^nZtOm}`8)z>y@JRbtR^h=eu=8Cb@ zT5W}?th!H|oh}F$$SEu^PCe3`zO$L*_Y?e$Er25|30YkU8CBlyELq{$HVjv@SVew6 zL9-R=jfVPL_G4L)5R{r_t%4ecs}^3Inhk@JoWNzDCM`V43J30zG@4P8E7q)rIWtiT z(j|n)~uCx2- zDb>e1$6y5QV|eWBTBhyV&BVw|<$YCS*E#e0by{V5B7YGN#t|d#h=+Tau6+|JcUj9MUQ0Cs#$RuKqZ(nt!69RNe8cC#*=8eov1k1k38b z36|cTmfGom<6uwg_$*`;unuDtIrXFGX4mowIVIjpMs*lwb)%ARzMHmwy>grUeNwWN ztJ-=m5RY<(1=GGHreqEpPLn-7>55yY#yjWw@2E@f0fY$u_YN$J+YfL-tXB{QnQtu$ zSEJOH&=E!!F~Xs?3xdZYu3zVTE-X1bk>MnBrSC4cpwnW{?cCz*MU2zFWQ^`hk0NCW z3xQ~%`*UM@vw-C2)#ZY=8M`IU$kFZ>OF2^q94UuITi{s%hG=>x8!{&aUS*1;ZM8!2 z?YNGvFdaXV5B%+;>?9bLg%FGfa#F~6w=mAk4GKCGZ4I4BAcLh;A@H#&DG4aYf%gsf zTHqi!iSulL9hAStmzCUwH7ab`#Nx-i=}}NVuFdqm^KG*KtU*90OT4-Eyn}&-5-~`9 zR0INPnKk|3ag6!&g&8ZY=VuktW=_kh)2}+03t{XNh(2p{I4m0rVQD#G`T{H868(jjQ+aAY%n^T^?0=itAahrZtw^KOg3Gex`I_P-4}PDwvHR) zUk=-7mGyejprHQDI>u5hYhxelW{2Rqix*aj)zH>j38~2UqG4KQi={xx$cI9QVFda{ zOtgN)Zg7c>^^Zr7Tj48J^{k0XFJJ5XZ&%FRdnrv(oNi4^SLo*5eaqWo=qI+rGvN+R zG-Zd#7xXEHg{AB-yYkZxaLPS7OqX~X?) zeA#)G28@4SRkllP;tMYuS1koM@Mof&Kg0sz;k_mf-+AR^8z0Eq&AxIDL{yi;yWaCb z-Co5;Q}+oy=!RV6{+K6Huy`Y~(egENS1;r8$A}A3Ogixh{f1}wjax;x zqG+KCy+r)(xp%lvMs zs=rhQScBl}+^B&A!J2+3<;bYBnZ2FG7w(APdT!g59;)C37`)gXh;1npuWs}yc1eNz zT3frsxHnLn0XW``+zL%I$E6{G9FkTx?1kwG)PP$`1%QVAGQ}QUT+OqwYz=~e_tlus zq1QrXmnq}2**p1~B)};aXXIc3?hZIZkQB6A7<=pMa68S69_Ue6|KPK#$BzT7&#wg3 zT{%^iw*Sd@jqb13RrI%C9%S|OUU!RgHVVQU!vNvn{APpTd9KW=GiK@gu}YtPAJ}5s zWM9%{)VAybC|W^xO`i&AZNia?zl%K3qemaejP+rIMk^FFEM@f^E-(jGy|Aqc=sTog zEH-U9fC5~|_yzdoY0N&7TCEC87(YBR!-ND_)g;1y)sW5~ftTHEkH=&))v8EL)k?wn zj-{RDvF7<{VhAuBJ=x(B3u&1&R1KK|*lv7^eKHdFJZ!gV5BT73hCu`02Y$eJE%exr zzCT_U7gj%^7lS%vbb<>|hV01EZQEJhs<-eguTL|#vP^{po6{m3UVMhxyvMIUJ(h%bML3-U^s(-FT zFUzVuT%oO6d;M@@-^^>JaIWh5b^rLyQ*VmOh>=f^MU zyxt9W;%U0PX=i(+t36IsUqm-G>vsW*#GHug{d0!a`a4s+LEeZ9X9UjhFtM%Y?`R}$ z;)~9nkj`Y*s%!Y3^kRqA7m@nx)jiB{+c@s$l_$W8y%>8)1g zT5FP^b<-eqzGWJx`=O!t^tCl6Q4;z__gIWY28K`VT-9ZG7v!<(>)1>2_mQO3@x%+E-<=@98zAKvL`A5bt(Gqz3yZ6AzA`=@#WQOFkoa_cH98bM~$VY3dS5Q`^_;pzft`N5p-wlzo)Xki3)pC3edN zOO%bBaEEmK1c>5gMSdtk3*`6sS8@3mnECTQoC-12{u@Kt+k`8)Vv|)`FAIbXZA)=YmO@ z)L}l^aps;}`6<)Li3}94R1bNB4u^k_kb<1>N)!hV4!UiyPaZycEW9ExX0hG>LxRKQ zQRip(PYn+pg_-t%t%3s|mrTBStUbBbaz9d&NB_*`3nMNjO7j(`x~q=dEfvz$vnGbu z_>g_a*pK6SLT$4mSi&UYr}UK0HKuYMLx(wNn55|`0qV#G3j7`#D5W+lh891{J1_Ae z@w$RL+Mc;Z!o3+>ctYoJA0DMS00D%+5W=IJFhrV$1xpGX$ZpFjlpe-=Q(><|Q2S(J zkmxG)!MtUPqHZN`n(4X5aJC@5pC*=d1f(z?KLS3?)CyCe;2LrFrp?n@0Bei)I{r`< zrG~kGUnYzHS&6#p>dH3_%UUsak&fx$@w>d6W{CLAkN1`f+NVEwQ}5m%9SGL3x7)dQ zuCb)BGQy1c^ICK2rHjYw3stQ(7j7K@_oO+^CE$^)rN#<)zExNHs`QQ5`~5nXU&-Ft z=&Hzj;D+IwP?On;;qvbFunU|Wr#6aIjwi-W4@O&y^BOAV9nVR*79RIY<>eSl(Zp3A zd*_Qm#~s(*V|d0pR*C|xThBJPJk;@fk?T_vHNZ}>wv%m&P8{%4>J+-+S*^*lt#Zaf zO!`wk>tL!iqEJo3Hn@EH(=%h;I-cp%7rLIfMjqr{ozXKL=^7b1Sf=oEYM^s*2Bud* zj=eq+_G;i{{D9gG>H#acdS%tnGUI}Cmj(`fL9H(j?E$1B&Ay2v6DaJk`XL`fJ*$e0 zPn+%Nek&7+*d;V`Os$HbM%$}%-h17k#L17&x) z_U!hpw$Exheh51ktJyP(UEv*R`8MSDnAAy^B_S7eLQ*-d*1h-yJ8~o;HKJL;y;((y zF9nUahP`&*At1Avsm+K8IDi**Fg-61FZMP4#J`wBQp2!l)2I{@6S%7#A-Adxw7Zep z%$cdwX4Q~~oP?ejIlR+Y2LI`2r4i>{(?Vj2+-Za3cdK#;X(j0w>_LhAM z9P~hy#nK=ZhJbtD?CGw@r!K4B$uUV##v=rrjZb>FV)Aa+$W(>C{RTz(ra3^SL@)Xd zNmLR#idw6? zDvd^g!t+YEiAU{Rlm>g`%MzK#j;KxEzQ?-AO2f-`eJFFxfNtR?`)kD{H8ovD)|4I?b^*QYUI%+%jK4{aaZA~A-t5Z8y;TzQCfkgP-%TIMkv#RAPo?q#tCFNj2PQ5t# z^?Uv~gZ-D+L(fZ?`p14MJk{Dj`R;rp`M`GG#;JxEUK3hpSbiB)KfleUrOlFN&D+3| z8k4D9`g0FBt?b&mq$hiNxT}}gjRkiu_0vucCTQZ!_=UM3feVLGr*|)2xc97`V?VA| zA>?V!Cy7mPSJeOw6C_?JFC7i0Oy~^aHOg0611t=K$|{wB9+CxSpux(!}0i5n3-fMCCk9f ztQk0xWy<2;p3zQ@1&=gUQDqTg^)#pi3AfP!JFGgf0_Su%iuYdIbyvYeP^kkbKV1SD zNgX@}_GPo;ab}piVC^9*LW;YS9hnPl`*VwcN5XL=C$PTh3dg6DG%)+x!5YwhH}WpB zdW8b#WMi@k;I*2Bm!KhnYO_XXBdN;qeUHZ{pJX#J-#bBQ+?=hZT&@svhm2;Xx25~u zG4C~tgn`KgLYbu{t2&On{AFyv)ehM<%0-kW zt!7=yW}P6DZ7g7LptL}+yIa#+bYF&U_%L0-QFtDUgwftEI>x_S18BCXNT-x zeK^l|igmlNx`<~nCj}{aPc@$KRCVHH+_t3A>T}1+eUN2GbE7xhdM%Uo`#ps0dekgO zCEmn43Jxlz0`HL*5reF0k4+$t{d3Os`(0429JKVeWq&AlNGhhTY*xjk?l-g9!!tZP zZxY89mq%Cgiw=0Hs=vWdM>{rgOu;Vf z6prDhdOuQ#ao35l05p78YsK!b)B1ER#4zjGEDMU@n*^o;(OR7NNjT6JM(8ZZyT!4D zm}NjqAI}rF;2Q zrXcubT_t^CN$@b;IVY9Z3qAjFRiSO#7?aK7C7E9dtk;wQ?a?3pk!J$04+AD0vr!3N2>S!20$jF6M;C{Fuj%PMf5i zun>gwQWO#kMe0ofr!-`^Gng+Fnu9U0jZem zc5AzntX%Qt%O=}3aXh14H<*Ga;|# zxg^4Y0X+D6rZsdw;SizI8pb7WVvHpWuvjyz9wHp;*k6u!NlvVQ@x$3|43z;K7AbBG zF@#$~NJtt>7+*}1C=$rVksJW?;5M^b;cWe8cw`C$ED>&l|#drb9q~c@XH@x4dP^{PhF*`$k^ zD-dB32_z&XJ}rSP3i#Pvi<3a?JQav&XgF6+63LVW zjx%Oy_l)Od<_X)g@F+ z`o(MX<6;>&_k4iyHbCBC&!6P-uWEv2NPFmoC14(x!>ljb+7~>gK zFAEvZi>Ym(pa<~75O9A}Dw&kzDg*A2MBkx|UGav|;_G`O$v1+04mtpQvHOtSIuCgi|u=4`xMipVs^K0$cB zfz{)U?gynEiU23qINxWt1hZuSGjETmXi6r_+V_sJRhSg~?m1chaq@V^Gcm}A;a7-j zc5%nQeOwQUYZTE7+Rb$O;ASx#ke%{G{6B#od{!h zFmFYL72`m`oJj(^%w74ioTvvMr5CUW5kLZy<)k)LLcGBnc^;RMNtPZ);X#X)li<7|8mPMNi%O zUGqrJocm`3%{NvS{-g8$n2!;B4M!%q@Fk)LcL@Y{H9rEliVHF3gDSYSX~)yypATBD zlv0J!*QnN|6g1vOK9azrOL+d-CNK?1WJzKNClH{9)i4xq7f!8(Q`_Cb57Bb7JS+)4 ztl}<@&6J$T5Kn|oE6^gR&+8A8*7=e|xuir6ce)*H zPeHp%ptQ4@a~Qj#aQy~xe0wXCtM)`X$^={hauUFMAhMRRSg0IgZ12O3S=vm&EmeBE zOF97wVavufs{rswl0{9}{`NqcLL$66iew5w+w2F|7&PaJ8`-$7B=#dfHVHZL@UEh% z19&$HAZTFVzO&%^tDmQo*{Q_iAn}eH)uaFFnc=qq-cw|95L5f}CCKb5?ZVyc$WhWY z@6cJ7)DE>7R4Hq^by!AX$ae2QQIa*p`hwe{1^$xgDw!J&Wy_#*c{}LWS@3{vXpEqdfos literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_46.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_46.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f55cf8f0c5690d61c7dfbbb0c55544d28977b37f GIT binary patch literal 13120 zcmbVy2|SeD`}aM@o=Ar5L@}etGTE7t#x7>0MU)UjktLL3MoKkyBg>>LGh>THLzWiF z5G5H>*~`91B>Q_)&+~hJzyJSz-~aoL&zSo@=Q`K*y_R#G>zw=E_`J~%?65E~Hvu3J z0Dyphz(yBf3~+ODa&dBSb8&I;@No0;!M5{l+r}rhQ%C?NB`zZ^B`zr`yGKP)R&Kw% zq$FGmv0qgUiA2gM>KJIN>#JxW)i;?yczAgDw(*H>-!7`YTXMJh|MO>~1`yjV7xK-i${9GqO-JiOaLg0dX|8w3hvV~28Zu(N~Ip1dr&qwGz@XsES3)9g+>E?+`wl6QoOCxiB{hwb zO{LLua`W;FN}n*w%AZzLR@J_)W7apkX>4M(wSVmR^!ZEY*KY%ZL&GDZW8<@PKjs&H zF8*3t-qZ^MK!2+R{{OAmf9NF$>cz&+4rS-s)C>Rt*ICmOhxz73t$*G5P z!ww~6mAvAS*T8)jcJXiJ71@LQx_5R{wJpv5XNq0_|I+Ml#r~yNC%^}VfX;&o0w`d< z5L-^`GU;4+bmhiXd>77}>b(n+N`2~qTlCS*Up}VjZ^GZdQQ^`EKO2y}3RLYks|vv>Iuix*tl;Z1 zL9F1rFg5PKc{zg8l&l%v+5M&@wJjWi;NYzbu|MMeBBA^Jk%y_@q@4mWv*}|=n@~ai zRPRk_j@&<6|FnSEsy78ic}sXXZ3@7YrwA)_YPR~y{|)oE9+;Xqkmfgt@|ZG^hV`2v zN$q!+Bepy$Tm&TkPlhpNDw_=DKm+}T@!KH3M>&DUbad164Ek?|X>JbN-DO!$-!v2Z zDbNR7`Y3}YFK-2<@pn3H@qYKG?_!yXvm8i!57c&;ZIdjhwLEsKDdq1baO74~pBLEX z82}OK^8zt@2DQFp*TZ+&fnJuZ-Q8u<=e5N}?6(XjMgW8#)U6BOWvY4`{D*#jH-Szu*~EjdcvH@r%GYE~(f`%-TTTiXKz}Ux z$GxDb{vz5m-`}u6-)zEidQ9rKWB>Np zzp)3kw*EgFV#|epg5-A`{LAT}1ODQw@|S0lF8uM#m*39X^34A}ZvMgIzl$zw$=_PG znY8_J5u=p>+I$nxB=Q3CkEOOtZ2v>}dQ+-^(%dhWrLoQ>XU<6| z)i-J4hPUmwKs{$unsQF^mCK7QN-&uA8!Uz+&+4` zd3(E$aK_J!5W}_^%=O6+-SD21eV&WdDZ}{_D$P>uK7})7S6hD;hwQ%8uq!A|mw8`+YRtMx$A>`GI@|Ly0GqZUuw;BC@KSxnBC1AIy>C4_YjowP?H*ch5 zX!(Knsn_i35pm@Q`gzuqP6Q{kUwJTp<-tOe%q~y#z*NT4_6?vm^_nYvWZh751L)G+ z0C@NBO89goq9aZ<NW3NC{fYyD{6WE!~uE653V9(6dqV?Txa;-dKPk=Vu1f)T6E>k?EBmYyUQ9@ing%Cl(~eQiu1m; ziXYl$wjhH9vBWvdJsD7T%veYexTunP?Q9`A!8hWw31aRhE#xJ|03(fGDBf$hzoT&j zi0dYF?ExX2oi!{y64t!|EH-TbHzl(?gAIb4r5RVK9nUWRiaM@{x_IvgtgYDVoqyoA zxL0qeNy;iCB}>$fI1qBQl&hU0s#A-wxb(6~? z2IuRVr&@KiG}Zz z$i*_)BLcYP*GjB(%dV#%oT@O4wBG>4XC2^=Cs!W43+&mylb`O+y#eG*tREDcm5%3; z={(j=XfrykhY>OI=wA5oEk<-Fig9*z>=v_1E?w#n>eY!2z+z4pUb^kdgU8oAve-$@ZXCl3m6{{vrIs;&J{mZ3q;+O(9LaCo^|#jlMd0_PgM-nJ)nw(P zk#E;D?BnhXbc&W0u&HavYpuVvG@6tC@$XWx|9*S?dWH~wYB02zZDz>8C>@PEJEHB|WnNbUZpn3fd;0Yp8l*)?))mAS}1HeOr3MEErhZ0M^R_ zkhsSurNm|f-xCIUQ7fZuHc`bIb!w0q%1B=B*)I|e%#@{XdIT^E>M7Uk^G0a$>uiMj z$D`S=+%9AYjh|eZ-2lLx_sz*FW1-35I`5n8D2{}@YnTEsMZKI82PYwNqBBcpWEyaLcKiMTU`qkgWPeZ#zg zAg}tnQ?)`~Hdmd3f3FK(t)!;$zw6De49Gj(zw6^}Ne|wK6H6n-Uan`#zgFAdPx)02 z=aT+BW~zE(d~6$sm9ucn`c*t-RZxcIul4CCHlE?uw}xk-?#g z6n{=8uFiEgOORIuBMpFwiV)oJ*`^>TUXbXf7=?K@;gFMoV zbPqaoZ?b7ce06`xL>XEp{@ZF9e&ve&F7aL(tQ@YsCOdi0+7orfk6Y=_77~{@k zkIRZ}+vCP?B2oBlY=iukYC7xo$}e8I=)W*rqV0L`$fo1&Q+o|#x?k*(X)v=Ne*xboK6F$gxX)z;IGjCLzYd_4FtRIOz)1Hv51&0m?`*N z@B0ZZ&=D0LL~0<{RfT92=$YAx)h2X21gj1!nKkS5qA`onAg!_U8RGAA4+xG$3sfMt zHTw+sl6rP|zV;r>UmT8g6VVziggyQA$j$9!`Q34~@L!Svzp#cW`3+*8#fq{5shDI` zygqAqn*^OWj$UpT2=x@zn|2YM_(2-p07{OT9#8h1(ddA#bG~r8QLGia39kkLp-wpy39frn5}pq~>-N zPk$B}n`?L~LzjFPq%5JkjAhX6;_C7**d*7D6sP&J2>Pt*ZQ?nLrvezKj3qp%{+{;&zg*r`J|67cFU>t} zIOEWm!aS~ZBub2L4Q9#%79`@2d={!xWR3i}yT1g^)yUXQS$uW9e9Fm8=6#2_+;d}j zzN;Qtt31Mz$s%zAGiAZ4JGF&`KCEpIF!XM(rktw2+|FO@S3U2T!OD}!HZnZh%LCGcV5OSc9GZqdG8U>tP_S)KLF=)m}%m+qGv(Q_HTD!rr}xAxPW9 zj!%2f^{yFQHoX4059i`1^}Ntan^)Fu`LW_c-pKRH>J7k2KUO22ULj-j!B#|9r_B1O zS!r4NZ0U7lHXgM;bzC(A-HpBX7w6K<&QU7OLggDv4lfDfG1zG}8}?b~8&kshen zsqCzk3;QC59j*GNY0iYvlWR)Ja9#vo+0TVzddiD@BkD~c(gC{Z7&f%rXy2QB=`(q5 zI|W{cdF|(QgrNCX+`gSTC|dWc-UR~MfcWj+!FO!~?GdxZ7K|f?2`QlvF2=`ROtfne~7u+p#6{(z2tvt{f zS@RI)D#LubXZ?~ynq$WOB}t+m)|Bw zi8a)N63OlieAKoT) zsp@8-yt2~B2kA1aUy*fcVm^A&GK1$e5AePbO;*>QhkCA;sgGj2rh{({O}mA@Y#}+m zE|u(6Ds$ToJMu-0i+Mg=SgAb`kaJk?J7mL)TSn3* zUG0hI6Ef=5<-f|?FS?TG2W~6qtj)!_Ij}XHe~K5v3{69&Pnl;l47D802-cS<(K}Ve zk0uX0hhCYQa&+sgZjw|>SY$JF&ucBtwV(4I+!xDRe*`ZTTeMK&B7^7~E3p{(aq!SU z9lx7#sX^AQ<@aWbh3B5!Z3=zV-$i{;+Mu`r2$9M!%8n^984U^JOjCK8XYuHv z`fCXSyTvXU<4+6OlR=VIM+#kfWGyczm^he1p?wv3gHOtC3mO(zp*6~dRZ!4$f>PH0 z(jzNF3ABJ!D}REnI~>wR1M+Ut{9-L1wPmb~wkJ3>b4#$xd%jVCDWY&1wgbH+piF^I zkWW5eId|pj8=3fmLd%`+%oP)DLb$$Kl7NdaXS-k7LSb6`VHoFsXsJ+6dnxR)B`lQ7D0=ZG~xdP%VzEkN2(yuqJ{(fAD8hU%P z7?O6Cg3<-NC0AIpmhlK;n&Euqe9MptMvUDSkof2sFlPR0#snkFmobMhf3FQ4GjAvo zo6i(*W$slzc;9YDTgHym{w`1v*`lk_8onH0YnguvZFU7%jz`^>RmPr}`xV=2IJSK$ zW6b^xlc!bA^_NRj)|dOj!j0zNPDQfIK^9P7Nd8npxR zTc&RF>X*+v(9-;aL84^eI?d6>w*?WqWinCpGje=)uzQ?eOP{n=oB83)s*r3u)pt5V zF_{O|Yj3yQ-?qyFpBq^DqAZT^9r;ofO!euC1yndryq9+snxI)%f zbBXXVZ(DlLi*Q&qsT=uvJq=J>9sk_wJ=Nc%oTa4u7IAhBy|&N!h~r(6VxGx!m+Vou zUE`V((u~gZ$!!2vjvrXkG@Z*-!N%E~5LbVEv#+Tl#!TkBtWvk$$DEyR*9{#9JePN< zqr{8!XA5-SUhcASsS#WXI9cjAW*+nAiTeCmQN@=C~ZXFtL@h zf|mY|PhG(mm^uAA^TyAS5zyCj|FL}K{2iW$h|KY)hsA{O21A6gjuE}v+Sif075=Sw*L5N$I~x^hwT~(@d9C9?GF_0o4mC=q5RM)DZP!}v4Cjjdgd254P@joJ=~M;5(9MH_t!mp^dqyK5@~+^2SA zNZRc4#()dHQv1^6q2cla1J$29OP4;`n}qN#VUppCj;-Zt8E|U!|ObiO=seKPl$u z_$`_hG#rlJM$y2)fEz5gWn6;wgcTI&9*whQW4Vyj;Q*E5*h&GcaIBHem|CJlvx=ub zLVF4=MSCDy<$H*jxt!?rwCkb@>Na`3R$z3W3taiA%A2fnqoT5ePh1NR5gZjjQ6VsL z{|$+NCeYc_@BX|W8YHilHSlPd=@ey=UY9pXg$^t6FfUbhR;*AEHy2%M~3pwmz_EqGeF52PHhQsXZ;6zY0LI7p$)i1vs2G+f7CUCSjsE?16 zWTy9_CfXKqm&oR|8T(=jVF|yS<2s1Dk0u3rTqLBdD%HfWUA+7`y#1xoGVaPw?RP1` z`;FG6@=!)N*%*nChBUR9U%>k1OzvxpxkaDgm@3gvzA_}|Hff!AO$EyBc}r5%Zi2zk zts!$i0-L6Lx?2#R`D#IW)u5Le4D?_R#FF;65BK;4IhpiLF7fp}`g-)@Gs|FaQMVJ0 zLb2GC4Z!_ivu55GJ*?>`O0jbLQ(#|7%@m2tHJ^N{^0NJ+sr1*+gxK?%-uCJ1b3>M8dI(>+TG6wr8n1At8+=Th#5~DI6WzxN(<%Z_@K-AJ5B-dg$>YAU2L9& zsR^qPEY}xp-y&Yw%ge6hHPXCI4>S0cFR;JYwv!vOd2u2Ur8F{YvRwq~bw=oP)rA(-iGlgC#j@?Z0ZP6^xwZJq^yvXB16J z-~lfHos;4X^MDa;5&nqkC!Nth+F-zH92RZ(%uY*O%NF`xPsn;iU)nI~UcS~ByY#&6?iy?y zT?0?`-W~Uf%9&R79O2t%0R;EMX^>kX!KgE}@jNV|&IldmPE_vdzAeKelX|O|3zhZo zbZCj6{B@ZZgF3=@GrSz?FTw85xFkgdr?>}{h}}TXgUh_5y@ju1bhPV)Nv}r2e9>+W z4mX8q%~-~CkIrHa@#@pDqq0n8I1oafu|#jD)2T?H(+W3CCIN>KYBt~Q{c3|$WRn~K z3kZ{w1lZPjke6DkS&1Y-^SZ`|Rz?VmWy_VVKP|E7?+ESliyc0;P4zPel4r!lkr|pn(_7HQ=iGL8Oz7qQpio*2Z$jzzddx7wAHY%{Pk)2 zdc#}+>x@-5V%vPa_ob)_X3zHO3+pRqO^44r2=FPzd^Xn@ACh{+mZMUp! zL+rE!(E?(*M~&_*W>#_~poOrM+ZxjKDFLoTf-aCqx?O##9-)=t0AwK3@}9~#sE2w& zR6KcdeB{d{#)y+FA@d4x?FCRM&OMpP3#VmrQ0XvR2u2cX#TLt8-~_)I=D3PlW{z|U zt{*h95j?$?hZd1~**mvX*cQs}I`lTsK4rp&lEQBt)p7_s(K zR3@$H>P6l})6TsvR|{Qb^1(+C$D!#e74`gHA0MP#z4ke>r*d6E4-Bb7Ck@MzIA!+3 zu`|gBg&S^P=(kQlTnj?O!jdYhA&2^Ef1$>-=&h}-H<*C&9xp8QCuolS zI<~##jtY(a(48F%^)?eH)w?bAe3DH9y8Pb5%NC)9)wA1^fZM6>H-O1vnY6<58G^lU z=U$g{Yyi$~>x8eQhU_R=;hrIv_ml5Jl64f~u^3feI6aen^USXq#;}7RJn=9fiSZ2g zfem76p#yf&=uFXOKs1My-iqcSsZCjubZyyit(}SC+ssMZ!H7WVI;fc#jEef1;OR_2 z0ZwPaI3lOGSTPZ-jLoOT;=m*#h!t)bffh{Cp`OiGvm~LlByr$VW-D8$pIKO1uHcka z<0yEfLJPs=8|boJq6K@2d%z;0L~#;2F|rJiO-g8Y93i_Q#^(d%dXx2V*Vb-fe^T8D(oIc zm*gT59gM`aqH7bANq~ie1%lfFu^q-2q}221?$ygR#?T#vJ1@XFJ?Z@P!==88pDP={ z%Y9s^ySjv(C$i%uRi#ujkLtX*&3Dy?yF{m|0&?|sJ;CAgEweV{q}ee;T`@y3S4f>3xvjig8!Z~!u*%`$bUAkX!tM7T=Nsk= z9fz-b(um2Y@<((Mk6m=}k`&jW7eFc&!1OIglprDMSbk`342+TbuQOS(Y)}Ud@FfUv zK{K*6M{~w=h3L?!+L=&EoGUAZYzaEen!yM|0vSc3Kk3vAFTe`RM2OLts=P*9&V-Px zuCfND86FhCB8Wo~CJvxTf6T}2ta1=Z#J>iFJ_+lT@m9Z^-P~**Cp?kmH>!wtEuMb0 zUgp2;lp8MM8nyBqTl%c6#n|--ojFxM$`R9$$~y-9DTecIynxR) zcy}115=Nx}@Mh7?<9YZPngfPK^I%{u#9gxwHA_v!>TVJjpa&fo%2`jlhAkzu$}bm= zzgIi`omJ_n|2(5Q$*i(JJmOb-0xBsWI?lqjsfpdUL3AD)*O9ibQ2sz-sK~SY6;_az z!)}!OpDH=l~-=jnX&XfqJ zjydHR#aW#8gl9q(dm|_s7I@L5?8GD)F91HsA~~S7V9#(YH(Lnl5Qk()s}*|#eK%|s zCpd$S{6=z=o=*Z^-h?GpWJ0y+E#R{`wE)ur^9U0I{0^*TI9SS1VHM4yi!{|KbR(S! zrXMvEFx{$qC781hG@&O!DF-&q~*|PnlQIWO~ z3Ot)ABo|L{TxPitd3CW|n}q?*n_T?=oxU(I1S(xSqb3et{Ha zo^p4OUD@4=e9?#7i^ZRIly*$db`5zbe&DU#X7T3Q;5px`i;u)Bf;rxOp?L%$O3H%X z*S<8i&af^!<=@VwNAhfb`RexkVg#(`2elLnpcKm#O%6l z*=8}KFk3c16AeoYps-y*!)B}_kth-8<%nyw;vU^{i%zCpJ~)R!^G0KvcSn)bOb0eo zk;5TRqfEANFpH#((3N4qV`yGZ{4$o6Qp6@SONI6(M}J`RL(8&SL3?lCi-4tOp2dLc zx=}WnjOK#*O_=C_u1#weYjMzMhQs&(xp=Y>GW~<>DuTcZp~LDFS>X*KfePDqN8%f^ z!AXd8PmZ<)1j>{}GXZdkQa*nJEd|k>gi|_oS3BmcDGP9`!qR?(EIuzUN%$ zh)QKK0Sk8Oq`+`E$i>b|k2p70PiR{7^uy3_UMB+<7=Du|l{l;{Nk` zYfSq?3c@15NRK1<^BZ-w2&|;X&~RjE1I3C2U>|%-@$uBKB%48f5PqhH^A$O4yjY48 zBRifaJrFjo4c19ueP|0YMPk8sg_ZXzvsFmr9h_b;T*AZO<6qIo%+o(WNVW!}*{LVA zC*e@=g19Tr!NLkR&>PR8f`3KJg!<9NXgZmEftg(Hv7jspJIsXy7sa`d40DLQ#+J;z z09yp;-_%8FCrK3pN6)vM}S(aNZkKmjGn&dg_r`9=8IF}t^Cb9c2g zi_Paef1ZRt?62zOb(Fdn-o3xGeI)83{+P zpH18Wt{Y5%lT6o(v#@ZMWC@WRRN(+8xUrQL0bf#J2TyCRvcAJ13nzKVy>;Kf=GlU!sl zvd93lvm_mudn|*439hLSPaV1>uLS@fj%G=N`)r^hgVBx&^UI@G)#8dyfnn?gFCD#EB*y3q> zY$2BB=|91B*#S;110-9`DZ1cnQkyXXPZar9nrJ}_#)Gr9mXcBUvO4Y1fO&@)>*NY0Ad-@=Us=m1N!EX#RGFZ8@& zZdqt4zn|l;)Lstb0IO&%G5WQ5gM2fTgWAMtS50}Yl3e&Jc0X$*6fNS!G9x{H)gT<9 zjX=yFtoDhtH5HS3c)-^Fm~6h?d=cI<*@4$$lukN?Z=~seDl9v$^LjQrt_W5K%gV2$ t7C~h?$aL9(=VF=0qs>}@Vl=gOcd{(YEf!1=$Xv=rt}Oa0UTovb{{pQbCiwsW literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_47.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_47.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c571bdfb7d1d2021d8d9249f7f5d76a8b617c2bf GIT binary patch literal 10909 zcmbVyc_5VS*Z)0Z7cCk>wq%(}$ug0Bs%M5F%Z!qwCn08(kkTq6tz(Os>@v?Rw5ZS| zDp4Aw#0)7*kD^GD%91VfUN_a#^L@X6yuY8Cy63viIoCO#&$-TZ-{&TNDSiztbS4l9 z5CQ=~2=E6IcR(8;S!rn*X(?G585ub_S$PGNqQbm+3TjG=7oarNwY4<;2#3F?F5u^?LltRq@KtFyENC`x&;KlZBu4%>DPBkds$gqN=8@Z(xYVtiZ0Z zuv}|pz2Of$!O@B6?73;P*B0-sJ^_Kdf`Td3kjVW9q7EK9d?fDVsnci9o};HSm>1I0 zGcvQ-94;@v;L_zQB{%uEN^h5y-+5U5NKjK-_qblv-15Bj#mlz#H{CsN-}Uyr@Bi@S z>+s0v*thYCNjNS9Brz8j_;)U_|A=c5hzltxDIqBX$Av&11Rse-l2Xe|rIpr^WOha@ z)-{WjMXgWytN4N3a&z)$W&eFbc@;hE8~rbEXtR<1-vT@F{}tJQtvrCPMiO@%HEaph-I%Fd1nOSuBof{2tsZU;G(6S@Rx$IlMg4(5JbgtBByflLRX z9f}89voo+8Q6exiCIT12QkrfDv6KfyaQM>1TgL6Ke1uB7Max~PMU&(cxJ990MR?{vbws~b4uq9~Q@@FzVI9=0c@PN>4z`R7{_kce&#tT0ZaS;s zNZ+_AgA=N=yo0d9l^@CqJj9*F3-ONt5CobE0)trr#qS`fQc-B(C*4&5flz)ZCqov* zmftZ*EKTxT2BOOjT}mBB%x`zSWzlXSe5$KCr}0yc(0;7yN0h>+k~WkMPhj8C1dh`a z1Yr+s5P>;DyA|yWKr$3y+>4yGAuP=^SvWW+wq$Nd6v}=L8?$J4W%|k%!-~X`+^Tp~ z#^q9BNqp>ljH%}ym@W;nKWuXgQiBA`l*T9gG+wq4pz8{9#8(!O1=LD`8cYkE9KVF- z+~amQzs8p`eu@ic*);wc1imUh)Bp~jGHcUi)+WGe*5=Rks9+fwE&@n25Ijun666mk z=VCDisD^W-X>Xdy$GTv2&`#(gFbLKSt&#hL?{7 zN%$iZewuUpNf`_|j0K=$7ILr@zAA2(^iX!s&pZG)&A9>7VbGojK0hGmgc`+41FB~A z;JN?6{+IEeE`=$*UfSUr`Ft_19VtxGWT4LAQ+|fywhzXmgEamIT~c>I0b4=E=p$#B z_bgDw()F&V3qw(Wm6coC2=&FKiR?TR?`wQvDLjgbl%h{XU$%Ijdm@nuu0e!@UKXSh zSOla&@Gir2M-%TGC5&BLzrJq+m)C$V0lSuBhGE$@SQI$34M6#<-W4`5XN;K*3;ej= z1D5szF&DoR0=vq9$-=|?!JzyU)#7;~bM^`YJouqRwV2wR3y;D|T_MFKiOh);0#E?1 zE=7NR-;2E872*mUGpM(s-6&;Hui9X2?|{n^#!hf)K?=fAA10@E_+1{Ty|%3%^j2=n0%lDGS7bJ9F$y;Fbnt0L7%kq z0)Q7_322K0CLKm$NdF|5YaazstD%utSb{=)x02jo&N3kD=eqKlt($fTyVPjlM_>_04q6Orid_ z0JpBtVVtnx0?@zT?@Wbc8k9M@Zi{l@bcs2@Vdr){Gm#LgUSan)Sl+mZorAqEMSyXWS69! zPm@&nvkZzD`tz{L&F-`B(z-QWwh#>-q;1N=iTonU;ux_5-p(cDkf#Hu)yeb=qVmx+ z;AU^-eA_?2*()XNwx;ba3p#ZBnHaJ`KalK8JzV={d)SZA9>Dmt+kY)@u%|q(Exrp_ z-wDvok7=CN1{{LmEPsHp+5d1}z(K$#P&vtP{f%>jYyigRm@fZ#sjh&dze|ie%z~H| z24J3DX{FKqnlZcqyaq8JP&_iXh$~ox1=FT7@BS~0f0<1lCt|w*v2lQTZ{w+@f5%)}4>ZuO@;EC(mK@c4f3HI`pN<}Co?l@s6NhXJIaAivnt?~Ar(!`oHn2NU=S z;m^b>KED5>O3(}-G4{717_ykgk2^A1D;uWi8|hUr4;ujwFDtDb-ssJR5&O$%R`B$U zVAiGq>~it(AlgmXl~LFiY~v4K?0_%+)9>edg~3(9;d2UzeQHS`*otymb87o#j4bzo z2v(0fjr=dIy}Ky&t=fQ#UyJ>wWri`kbq*L(`C%yLA$~T1Ttt1ty=w+u#W8Pm;Vli& zXUr(A0-glGo`k*wHVvostY>YCEYFVIQnM_cQNzj@SbeV^`c&Q-7vrKx9nyeWJKp^cX{*G{;OpIzYnzq^%XJJz052I zKh^q;Y}wTZxjW9>uz!_5aeqtt8KcCuk9Ma*S{+Y+a{W6kaAlv;qT!w-84ZMBckAba z^x!pkDi%e;la{#<@z5$1(?e#}(eD0LH}sO02JRwMt#n^|C2hv^;xZ-To*U{k)lW8O zM;otgzn@&~*;!Y&{{HaYqa|i-x0g>PeW0VS zSD!?)>5vZw&62uwyI>Y6*~^O}VxKjRu5E|Bk}KTI}PjZ?TdfaW#v zL`!|ng_6?3vUgUWCo~T<(|gbG@7zmia|jNmV52tinOn9#f+IuIj-mlmFKzA6tA$KbK%VETU=S zgWa#a?D*V_v9l*HIJQ~M)?I4>L&Ef#b-!jJTi? zIVl`_Tc_ollcSY$bhNO4)O)ZzZIjn>Db)P(5s5YF2f7b&R+5%P4BWkMSB{M|_3rnY zF;H->V`&_#R@S&9$XRY?-*w$6?#>s*hG(15Y9FsGnTXs(;+FgCmw9heco*B3=jYz% zXs(&`_mH5pXu+%NLpRiBDtQ}r^`L{cr?z$8YqQ10o_4T(VSd~3mhVv7*!l&~9@5aj z^oIq5yIaovbs|7vE+z#Z(cM{}}JsDA~P~ z^J&pxF;si?MATu;+?O{^pO{+dO*V&9dUpmM1l2biRG^1LGvhmER>by%niOfdHZ|^x zubr{;mG$x9N1Bw_C5VC}|7U`fSG zBAs9FCnboXp8R5S!tT|(=GWYBFNiF+w<)Q8LJfDnFJ(Aw=+!m+&hq<+(b-Nrbf=xs zpFz64_)csFdF^?iO0v z_iV@1`z>q#N~lqX2_`6YT2f@fKC^+!Qf@!_4b=n`>50%N^ zy{T9gko+woPjsaqzTW*^XH8Q|yHnkoM-g7>LQBjG_`+F|C zbx+8b#*}r53XRJp0zREMqS*C4WH>78Z@kf%6UT78={{~!MX>F*(^f~u75=`9NO!e) z9rv9irZK}N#qV9O=#V!{EHtO}81}n-=RK3$YV{H5ccOPQuytEwJP6uFlwZnYe{R`Dm%PWHir@02p{mgum@GEYm7%gTi98NrU<8o(TfNdGGPO_|6Zc1Kya_Yx)ih4yvz2z=b!w-V^%bMcDf`RFkGCs4oO9{b z5(CXVyBh~ib#B=$)q}9ktBF6Al$2JUay8^bxL;!Bf|-g1H$FH$mC8BfyDQ1vK0{`@ z7d#R-lYB@1)VUWp!G941%AiKfa&187GY~IqW1Njo)O=TNBzBiIKXLHS81kz) z5?o<-&l7nuG^q9l>eGpuQRUONp47iFXG&$po6`j+f*L^+G^7%cGm@&p3VBLA9V-T8a8R|&W<+g zb-(!OZQ7P+H+K&BW;{49!NKgKSBGM2 z<%+E|j|U_S<1}4DLe8b4A{w>7hZI;;>{9&@xa_tc6ds)%(*5ZGG1xXO=3Aro1xKlC z-^I{m2KT@-InpT^%|>UL0QQ|P)^TT>jNRm-Ivrmd84T>W=)eBv!e}>{x0r3!jiC$E z#=2D(tF_Pf{f?+|$TbbSwx=aJNj7(U;@!!B&%hg9qq9fL#IgTTU!hh2;Wv-?pKw|yKb7rNg=R8@81gBlW%ACc-dfY z*%R&IPfmqb%+RH4dIu5o|-6GG~ z&jy>x73f14ER%$j%fe78P~YDP>Lh_N1yP3eYp(Y2CL?W0$sxzrada~j1#8hPl9L29 z#%o8jJdk^|_}SEvlb(pXRGh#N+}pfyL^1C*AskU822K{ottueVp|EZ$Xt;!$s9&#p zaK5DIebsAv*&V_AvwwU&7a(J^3pX+OHt@MC`vjXN!#J9@f_1Up#KAcxdm*V<-)nT( zVX~#+1Y;Mp^~8QCbMJN1T}hAXQQd3nA{Q5VJvTTTFhtxV`(3p)sNO;(;r+MS-O!d$ zu3JZUL|)bEQSK7Ml{I5cO3<5KnvGNTqZdjUJ6Vd!w|w(Pw=A+)TUXYWH#LA7D%~M9 zug_qEwB(=6FI0o`O7bF-$Itr744Xoc6j6Q-f2Al{G|WQ#zcY ztf{Mq@?wL{7l|RaM|mxtQqRQ@p}BW5Is;@xWOnp>fepR(kG*^87p#xbj&57DaYJSdwkxT8 zefmxEg4KjmU-GrBGmXuDBZ-d6FOA4sMNx3GM)4D674Ba_;vckMCIZ7%ae;!#^uA9 zLr-jtY8;}>9J^y4(xfUcxG5=5hEp34gg?8!IY8o)MBHf4#HN&+>{AN!Z3g?MSIkQ! z{H<_~o4ouA&3uyNrzzDbV4m$EmwP;Q>$Xca9KI~s+|z55{o=gC%B;G)M_rikTeEKG40C@>itlMSoUK zAlf0>r{`VE_H*ca7eDR`DNdz66K#!;ksTT*u|Dp%^yxXXEO3+7xyOa&qn6B63Df>N z8?w@xtG~U_F()ibZgq2TtIQ2CK9}ELuXn$!^9W50p&f8m*y|^1t@EgNLQ~Fw!}Ea5 zxYxCU)5h<%H{ZdP^?yt5uO09T`l5X8O2)|4p5dG#`O5QeXD%=f7w*`BEP47z@XXeN zd1C0rbR>bZChEP9=bP9&nQK>6hc|wmIiUQ4enZbw^9rvdro^l(bLK)EUIj@EPU~Jj z?DVPju0~c;!ckFo2H4RNE;vQC0zaV(PF`v?s(s@m88LynrRA!Ig}z2#mdo!OAm$zM z!(cOe!6OTr%fBl|hxUqS0IvfgwtL!$!#S=Ej0J0c1>Jr=FkZ zk`;EGS$~G)~2!-@yKPjB{YzI4y@~5uEfXRJ9j!>)yTT4Cu*1}S?^d7 zR!_6Iao}`H1~J?_=D-4NUQor9)^eO(JEyeh&RxGE+}B{*`Y#i$@A6LaQqHvVWUZNQ z?tSg2MG_Ye2cFM;<}@HgaLzW4A&_aIyO8*Wvh+sD(s`g?WG3#_sCOaqOo%4+4LPhYJL1_jxHmJ=_Aw9H9U~y8SHUX<``@JunRFS#6f<;5|lp!8;L`p;;yYSz?*2| zxYA5@+-hg|(bs1q=wN^sC26$9Jnd6z94r(_4(`Y6L&lCgHB@GA5)&#P;~X%=`qP$R zGg&iyf0{y`^PiM{$0Lxl85Q*3q0YPz-@Fhq#v(ZcGNYPBW1L1gNZMlimY{T$p9eCs zp8zU6Pt(Q&87O2pVO-F~@-JpblAT2pM?QZ!BqZa|Ii7g+9qI6PwO= zG=#s|c`oN7guHXf)||S>d|yyz?JoE9iRarY_O~V9+=^TF^02<+S6)Ljjo$n)-E84r zuJ@*~9hsFE9ekd<8WBX{FQm5CI#eu61|9C!>-)Axl2YQArmM}opEoJb{%Tw3iM}n0c7|4rsx{qM1pZ7H3E*$4U$DDvJ(;awE%04lqJYAFvLr&I^8|f0~q_~!>n!!$EiV$VIUM75)`CaFtAmJ3I(GAuN z6ja`z!{yk5K1t32E^iPwFUyQ-&kSy*X(+032jDJIju5!vY&zr;hm*sr!tD@&h6e(V z$^;!1#w~qlwGYO89ZRY^mBCZXmuef`HpOdO({d^rQ4_P`GTjFQWpI$`ATN-NI0B{d z79`W}h{~nZL}O^=5iXatzBeJu6fYr<=FlN?!Xa)WNJj|GW5>$jQR>oaY&sg6`uZo-`fW zD9jn-El=XNLkCu2gVM1O-wyzRz#G6_A$Wl_W|M@XWrZz$qbI__8UtQXK}^o_zY_qu zn8TCggKU}#9l(eRMjZgzT+X38qY+0$i$F=tsNzcJ64tRK8&G8<+}aAr(0OBX@gR}z zXZVKbCeTM}W|R^qA4Co%1a0oUs+Iw!jZIS{ zm^)$v{-!A)`dwNXC>ESjWh^A!)aj5WFu-k)1p4Fyyc$pxgv4iP7L-EFG9Tfxqy|CB zGR2$9_-w$V6wG1&NG=2_#3bP%ls{mz219vC8y5DAOftrNsOEJ`~s?W%rIWVK8`T zHMTro)Q1Hb05E4saY0cwClb*8I2mViCwD9px?6GS)gY1Z(Gw9#Sf?Rce6hs?k%eG0 zQbe?}*VL{=b1PJt7M~VADeBDvWiE2iMPLCyOCb`dkvPQ~bS-bykGAq`POJlsNTl8S z8tQR=019H3bFN8t)09%v86pN&`i&FbSP`58?6mBS>#{HyiYnZXCi{bEqyP{rk?QD% z)jp7OxP1$gDNAw#nILVW%C)03020{g*c=aNK@Wk_kLx`Ro(}k@X$q5|)frD?Gq7Y* zxC$MEMo{2WAGYctrN)kj@{?=MlW>qhZVG6e8dIyUS!%v-(9s+hy4LYtfiCwluusl+ z(-k3$)V#b9cb*NcU25&+{3gV>&=KXK)3EvtF$=8<4ht;P6Kbrmu^(wyG=e4-O~~IB zRS?ujC-vMcoSNY+RUV5DIs1~@Q)%*w`WhY*Wn7j#8UpW9?U{L=IB9eZdK&mGg$hbY z_VGiVY;v^(dm4UPauKB_MB-`a1{9wU8Pai7NaNVVup{0}1L-;BT75x`< zkjLfN^DU4<0u=z%0Mf5FEgNsL1XTuJB4eclb-euEbS$`!&vLeIUPuDxBzT@{K;@zl zRCITOhbbl!46Op+;j)a0B*Je8j9qmA^chN#cr~seie|-$utWC@;OtuzOfT}w1OPiw zrV!?YNP?;JddK1p*nb;e+5{9H8qJcK0)R;eIBm8QvWB!Qgu03&!E1(6VsR1l7E z+2;`rsGxMZp8=W&?l41Fp-4MVX~Ops7z_c8kV7VjdaxN_|1_WinuKLi(xA{rA#tWI zcx4?FpLx#{m~PP5S)3yrZ*nz!gA?e1($?P^JCE+OQPfLYj5;aG5&6@Wx(L8cM+SoP zfifxFxUQA%?CW8|0R|us3X6_2bSB}|SQ01_cmYt=oon0#gqUj{zX?bHkz_9 z7gTyS4VsTx%i{tO5~z^G1n@f^hp@-7X*5eLe-Yl}RQGvxG*{xLOV(aYq+nU+dI|^Y Yxn3!KFW89IO%Pt+HqQq%4a7*?X;LJ!`$!`?;-|c{9@iDY-b3 z93d16f>7W;Xr>j~2+fm`k(I&Bla-a7KYyN_JggwUV1c~q;w1}VO*L&TO*IV-ot4H0 zI?GqD(9poH!>wLxg2&^v4XkV}P1hTn;Y|@EsQL5f%P){uQBY7Z)z#27{a^phR6>j9 zp$KS(6lytyUWAfbgqnE@X#+noD9Il*_lH7DNn>PW=gpT}02E4zX*oEFtfaT^s$B2LejQ(mT`s-~xJfW@uC zn_H~2w6fl~iRkF$OmgwsvUQvH_8mTZ_XP$8Q)wZQhmS-ZJ$C#=?3uIY;{N!PnVOb< zAtN*EB8$W2@$>SpUb|j$TTohdr~K}{swYo{)iuwazYsSxHob0s^S0$fXV=G1-95d1 zp9g;o4Udfe{53X?#D#*SX2Syi&Ia}$aV-LIp{1pzq-Bw~Q0SxJky<2;(KV4->_C>? z6TW1*Y0Nx$L&}v~kLRy2qkLZ)5FwINUWxypH;9BLiR}L`u+#si$o>xOpSW5ec_|b~ zp41}99vWFs3B4924lUZ&ljT&FP^#Zz(NMl9l)Kcp#ZBNlZ_sg-n;_tPj51b8DognN zAv8a1xlrYrg{bU&j25<)63S~ORwjk2hqwtsIi1T}9b3}iP)^s1R#F*Hs7`B}H!7A4 z!k#xOD&qk$bbeNuJ+Dku#s_K)M3+A+(QnBNRi~nj1d={H>7CS8$^fsG0K5uy1x}z8 zTPzyyQ;`omAmN5WMBq5$FG?Aa&@AeI_i>&bSyaYYK4)JB(FH;NtwLA?Z2xUVB00tr zx|XGdLQZAzTe7J_iFqIpqt{acW}Tf4J|?9zO@b3j0s?TviD^OsUV{H`20dE|nldeJ zr4}s~ue}$|Iqi`(FG^IF2O_m%#D(g&WP?z<(V8IEGI41BOKBTws~51KQKbtU{;j4S z5-P~14M_rTrM5b)RRTUs)G9YhLbqs`vmq)=^#9%SUlO5(B#)9YNg!Ryvkr;EfEF`5 zP@P(?1cI=5Vc`WD@mua=K_=tifIKkz1<;VV#p%)o{vw{1{~mam#ARUhd<+s;E6qX_ zhCqz;`+E>EP@hei?`+VB>_5~UTa0I8Mks`^Vi%y$+<5ve-hc(!Aox&D$6TPuFpd&} z{F`wJi4aRWX%c3*bR1SkNW%@?Bk>9$*3nr)As)|SfY5ucBa({W82<)nE)_h0Ho`Lm zZ94!hf`fjG)fvPc1lmZzIZ2A=G5{b!GBBq$XIGL~;MxR$>7Nu=I!J8H=1vkN7mx$Y z6yViAHje%#$1DVZOrkIyiT&T{09+teZv=$(01uLw?2u?dHj*oDs2i9sH>Cj>i2t*) zIW+%KpUrUx5%fmXL9S+fn9bFFD#D0ac&NzAAen&;w-k5 zbC>=V{v+i8H_(-7;M{8Cx>EvY15sFMHE zPziMKV44g7z1Tqg7q@^zkr?I#P#oY=xml~d-%#Ifvk;Z#uH9Z#lD4P7hNv$BxysGh%7Gw( zhZf{8Lx2Hd$ruxzp1rF21@Z}?w;h0Vp|YqX;lf_vXZg}ma> ziRc#)Svdy8dks2b%Om1JhC1WP;lCSUpHwA=I3He^!C8pt?=PMIE(*wHnh>9)2VsTw zaF#?F`QrZHIznJ4J7hC5I`1U475Io~hpH3p;ehjTI4!W!WO3oI#uOtENjOQOCZQVe z(z%RW!WXJ=vwV4gekZqpsK!n|1*zHcizftB&^AuEV1Y$i2n>T@{XH#=o&`k0C4ee2 zu_Yf1)NvMG-HT-A!0cAt4JZqg=aOUr*7&S>76`z|8&lxOtH_d(`j&S2pkb72yA0+X7Wd`IJKPB zxH6!6G>jW|eRs%j;XqYF)zzsRO|Ni9O{{gR$@LQ3=v@(YbG73JiV z?cSI5#Dc!{1@By5wYc3cbF=0y>OURno15^jaR2veEL-iJu>*;{OAGTcjll+2o@w~! zp72f>h{&{QS|N_WJ}XlE?vxmuv@^jx`fzD(@<#K<8K@?v&Y-{M;R)x#y14n!eiq$+ z_Km72dav-fG)B5&TeDF={t3c{Td>`?P_} z!=USx6h~t4)b004WhWbo?_T`z9NqkaER?!YOajJy(qql?}rl}?EKyMxXF zZVD-7#|#wmGq3b>(fcsFJn)SV z%mqb1vLE|g@v}+$P}1~?HB%$R(_b2psO{RdCr5Tqd``MkGXvRrPmgmRN6|i#Q+DJc zibYc+POV)t(B*;|D4OiwINRmj?=DWD%d+WlwmH58fYE+u?wvaznt|$wGti@}%6S>U z`-`K!Gf)p_25R3DU1mSl3;aM`%ST+T2%UAusdXx;pU#0%HjnFZXBDn${Iy zfb$>>PeV2Jvk0Q)e-CkU&ZmHBqN>l8SpgmRihR%gS4fZ$B_P0}Z`jGx3EyIzb=%wrpw?TfV*G z0@rYhUHhRK$bJ#MJs|CGB~Rt`nXl5OPuNclQ-}6};gY~`YJqTV+*k>{4&eJJLF+*7 z5Wx2vmn^O~ng0Falx;9MOrPj&z_MlkU)2ihKp2{VEIh_Q5`H#Gy8qj^_Dlc$#XLX7 zvuv~@_#4GbZw8{wKwnuXtx!5W{N(YK4R*VdK5ad^F3P-MP24vzO^So1oC#JS?uizG1~7?( z1Qar1fvX!o5Ba16d@&;^a5d7~CMeKyN6dR} zxcQaY8l2^pRJ@NGeWYJ}?zPIkB?mXj?WBH;X)dJh*k878=nvhf#Tp-Wgy(o?kMI-T zt8Ux=hI{2j@t2UUKQE0e-|iDtKf=OYb#=UPB3Z%uew`(j!<3fzM>K*VGI8#4B@q@N zQEWX_^r83Dn^s)ae@Pvmdv&JnKAd!PNuj1|E-hHIK16KSmi8n&o==raW!>{Ob80 z>cg~&SKp7__n2OpL$7q0F1<}VqA*b6OPENB`}8Hc|Hb~|?;9&JPpTROr29WQ(_{ba z)Yek9AL)1Z?b*F>-V>I=P9p5Rr%J*Niim)L$<7kOGJUWrAfS05LI_90QB{Ftv%_p| z0vK{w&OgtA+|RjF4eog_qpH4~z!(hks_$5xFH-dRb62C*_Dgpw`^DFufB1E0iB?JZwRdf0 zi1tM7QS4;&ta@qhr?6>SH%@z{Y1;H_*^%p%{>TT+XZ$T19m$ac;yf>2S#g(K(aEWv z;16SkJtarWVxMoAvcNpA94-v$nbZr{tG)0tRcmvbe2${*=4OYTkKf~RMwasGPr($? z*w%}G5>@dC{U|Debb*)BTsq~koYdq6p1b;lNqRJOGUAP@r#lo*}skv-j@Pib!?k3!OKBQLpKgu2RCH~xKC55Rk^O*ps88j|lS4_Yk5XSQPM4}5 ziyk+s?)q9jb-eJn`Od8ejGC^Ezrw5t8J)N8VdJjwGod{{RPj>@N~0qcydx$Fx7fA} zcsxXj?A%KG}j*%>4=UET*tWWmu7J3~Fs-_^Ugt9srBlNzlH zAqDS_%&va>*~?_dG`h#Gb1nE*=RMrGJI0FMXeNUReyby`rJXceg)IaXCUdO z*EcIZ#HW4W*nj#q1L@8{BmMLzYV@)Uz zJ!$^lz91L(1a7@A_vB_YVc0x8-^KLj(dAoLy|5dteg~6lLqK?vMUeoO&NRG0GBGJ) zurd<$j38Lf!4;u7K}o#$y6HIkUr*J<)n%`5_+mdOE7go`d+L38Mdkj2R#&{`<7|I}@7m39 zg5OC#Pc zaeP!|LY{%Dyb9@c-=;Tse9wP*x`rR#Pdr{Usb}3hIXwe?TsZ^DEo7D!jZMu!&q&j7 zr0(|N>xo^{wt+KH*bKC4DEF63>8%-PO~u%J`>Ol4_H_yL&fx1)+!HgZfvH!A0^TMXPQ$^48A#hAtthsZVo;TUst?1P-E^f}Ws3=(bxFU;QdCP6OrHS6F8$JWk z6*L~dIFW(d|CeLwb$Z=Y&D12G9vVU)nt^~cnq?K6K4OeB{0khVM?A)6AaE*sRIA$tUR`G9u&+ew9hFZ+6j^u z{!5Mg>#x24NWY}D868&18u~U6>iUR#6!?}sx&Kg=&zX|_FYX*oBy;`Ozja>__4!0& zUHkc@h`vW8T+~{gw$;_q32#n_8u9EC!H*4vE9lByb^SXIad#xMIq^qUnXtOYZ`?Dx z-5(aMXaj$uyj<$AG6$0N+7<5uE;VPVdm`Hed(GwVoPN6Q!oC%|zbS9>`ju4kgZsJm z;FEsRB(|R;z2Tzl*F-^=pYwRale+-*l!}2X`1UeiaHM@&@$>D?`#H+CQHh4n9=$yR zPK-H%jETWxTLcUv<#LZA42{%q3TQ7&`vn@QUqUV!cVyv{`b zPqs-(AwGi-u=WgR`hV_?Hlf{S+t|A?&|vbR=1TzM@^** z9VeKbgMNR0*tK(W+>^4=%w@?!>t(A;EZ*O6{y4a!DNc}(aJBI;|7EGAx3r0DEV-kZ z??=pczZ|yK%D!4fW7@Xg{7Xm5QuiGW&&Go-$F~{EwY2q)cYX=`b@R^Sh#I-~7k7DD zR4&j6R=+(d^hvZVRJwk5t5NR7dndikI(I%zb>4bWrs_>gYl))u_~C-HiX@yxu-Brx zWpI+yL}1b6B-kYAnDuT;ZhlNrIdN`j7kbkQo46jYjrd~A)cJlE(?3jPhn7BkwNtCA zVN>jy<=Bzc7_))0ilL!}Q=^8pp_9bps_3w^yyIR&>8w4Tuy`Xr@pJ-;86PoT;-p2PmCJe%g%-krW%bt{V zTE}TL^&T1Ns{J#4{7S7&@vYweNU6gqbS<1;x3s4pwQ&i<6;&HvcCYq9%&mxrrqXfR zuLQ4q!d3lDk{v*q=a709>M_e?WRHt+XdS83{=3O`y90WvTbJXH&3LV$#^#AINNP$%{!9J-Ro%+ZE;Y%g@}=dB zW!~H`Yf&Fi8n9Iyj3tdu>>m4-G(EobO!E5cf$>!zH4GUt?Z1?sPj6l2xEHf_p2oLB z+4g^0aXP5)KAY$j2$pQxr&9UMc5KSfXwm`itvqNdGZe8-Dt@n4qbbhnO@8m2X~AhR z+95#3zU9y$@2jn%oNHg3zY_NiWh3nRZi&3uNP#5lK+ed(*tb#wU?OKi*ihwHH%(jLTAwTQV=dw16 z(cpULSMZ1%RS{*G)IqPl!Z}}D{B7WTW3LjuGDN@0__@8M>M+@Z5AR|MgYMtUjK#;j zQQLGJgzM3`^@fNggJ0~lLROqqmBA#ednl6`>xe~}xH|b@QQ=N_2FnME!eMJw*;4p) zK{`ZcVrwDk;D-h-KJEf&r2HZ@AJ3HKs*#T#HY@x3A+pbKVL#bl&15s-$2+U;ACbA= ztjrfY{h{&TWzE#hkN^c(zG(CixZAp%AQn%Jj&G^pYto>7>*HE3rK^Z z795ow0FDBiF|{`Mmm=r+D1NO|8Uc?ocHlCTju?L?*fTBj_E8S9Ws`B|%wL6>4d(~N z*Gn56QeBzyJa6iPtw+x`9H<-CmW-F8-#JBHd&WgystmaK-qfQ}+)y?}6)r=ebWU5Y zxU%#_`;Lk-l^uT-aVMLcv>H8SH(l1beGheHf!^NAHnxRq{m^*BxlGPy1LdQBu9ulL zJ)DL@)F6)MZDyMs9SPD_F*lePjfUX`Z^vV}5l_&-xO-IyC8?JKe`v*>W7qiTM+`wrY@nQN*2$ z#qnOZ9Br?nFgD=cA_bQt$6G#^3Ay9Iy;%xR{zWFp;xDpAm24@k;h;2p5MvqsA}2L# z0n-zQF@mt*ph!U-#3`ZBIq1R*F}ezuVGXyz7Vm`o?4I`R+f#~0808DW-PZ-nLx=KtJ$GPs0025&z&KftN|W3fjWn;Ku(bx7eUSu= zo~jHJvKG~XD>JA>3(E7P2tp$pG?So@!!@2`EN1$+K<>i=kUAF^oGGYVw63cRgCw1GAhOH}vtdn!1@E74F0|Yr-=McYc1D9L@|}0kjiTLAfS=?^SSzH#Q^1d)*eQvI9IZMk*sbG}+Y= z1L^76!2X_6$N9C!I1|GBF-k`lUxhzFfVeF8XuvPKMy_3Bx&WfY#wI(jDCgCxj(eh* zzLY^Cq-Tufe#SyV4NscAHRNOB2-v2Nout-E*P}>I?!#v$>e1q$w3Xsu82Tb|Rs^fx z8Xpr<>Pd1c7ImDHrk{z&2svqej=*yo4q*n)3~4LCo@g>r-~FT~x}M6@XDHGZ`T#uq z^}vM&0|x>6gNB?U)&QUGsp|l1hqz!>1ebdGLP!-Fux_IuSeyv%UMv$50b@+di?5fu?N$q= zfn9*gTTj{Ni5Bmp1ef7(Z)BJBkz(Hi?~LF}SJ{}lhx$~m6_~wuc|uL9%3Z!p8eEQM zXcBdV8e-5F5bm~f1kM!OhJ|YNsRsBno+uX1l9P3|pG1Vu!KVNW{xF$^EyuthIZ_Uz z$kbz*^^;s3*)W;ugYMKuuD#0Xhr82YPu<7?XOB`{PRv=D;)(7|%>*@oVNS9Z^*J6Y z2iM17ra!2$QBXu|p158r4)5PUs}%Vw(jtj4!xa093WzTVU}7O{7e5@%sumRFf&ox~ z#B%jg)b31#fS$CqRMd%|JTCs?Pd0`v?-l8g@2|;nYiz;jz(XW)ylAsjAsm!?p%Rn` zkHM8#z*}E*W+BM6D2Eb|h(*2aOid=Uq%GCV-1uzSVAzXVtIMQzy#^~36?+3^7_LZw! zzb+EaERUy%m@;~BK)ffaF2u!`;#q0t>Wrg8eI!?+jy%~3?*(x{pfc%8NCdVlr8`;9 zmjZE@Ct{@QLCJ{2SaRs0Dqi4;-q)SUT1zuQpwPmhM%fslp61nFFd1~0r{U8pK|SR> z1FXB984QCiP&cb|0Y?#R@qCt|_PfLyEFM|g@)zst)*kz!rJ(&LGdMJjwm zle5~JMX!-&yjToLH^jj8;VqX^oCCy*z#J7q`fkS5ZYG4WP6qP`6nASO7^&(Wq=9K` zw%LK?TB|3u45m=(QBH6UMHD74$`Jujg8sfBz4zs4^R4uh5t%A|49 zmuytQa3M;A2Oimw#HleDgV*UJo$03p)p~F_&m0R_L(bU>mf<6uD|+G$<-yX9ByQ2@#!%htefQ zVZgdYZbG}X?`)aQ)Z83#z@~)tNFA7sc0!E_{Wml$)S=&6&rRmIWs}qMowK zcN~o|-tZ`$fulVH3zm#6R+T$fdm#fPH@Xr5u{lg*G?``Q=oCVL$xi(Q87deYtY-?? zr5hG!>NDMkvuc80$5Q~;jUdWCInPE#Ktj@Uo)z1HsAo(wIcuaR)pABRoFoKmm2iy; z56oLgZ2XwArT=ZO-cg_N5qa(Qu~Dw%Ai%9 z#-P>HNFL~TIT?%iqxk{xa>i08hPf=?6O?I~anR!gZc>e=!iLoR7P`1UR8XxUgGxNh z4XNfQKJ0^*Ggk0<<7D>^W11uib^4eBq`^^{O^h9`+UE@-|zMM|9Oin3Krk2t!N5Ogt{vJA$w*5hq@`pK2*i>lGP3eW1$j9+dG+Nhl#p5)I@($qD3tCh zLjzsC_4+6jdNXFdkuesF)iJQJGB>d_G{u^TmB5xPSt2hducn}&X0j5s(&T^rGgk>M zlY!wR=x~@GB(V$zUk00d0_gxhrC{?v(83Q)0xl^fjgVO)D+dIMmqHRSI9x&!E+r)? z38bUIJS4eHYWYfITj>>~0|>n!q)GI}t1|lAiXJPI1>aYh`UIa@BCDdRrmnGijR6|7 z7Q4x8v$@5V?Z4p(L_2#2_Z>TTdF3i^ypFf2f5E2@8;^e9Dh?qZP~CQI!qo=J!(kwJ z@MVw%fnHEk(@YPlbYB?-lA+KgSg^x6q+Dab(aNJ^l6Ndh0H z-R4|u*yg<0F>8|COKB$uasnYdSTsMQ(q`83fVwao{@?KW~}%=+;#$5Vm+w@{B6S#8OG#5ZVg0an6+e5+Hv*6|5_mCZIM4X zZQjwq8{hP_fTtyb(zZnJmB4-;&|*P93uXiPnbe;!MS!`T(oQrw2hbFZ2?IH4GA9H; z%)W$ev@DR@?hd?1Rc@c>$V~7;aw`Q4aob(fWJXe1A?Rl z=m_M4NGzymzPEIcqipufndK!DL|7Zh%0%B==98jq)+Qb)vS(z9!@m@S->l6{C>EX% zf!DzW!}!X@U>Hj7rOrE#uN33?{U1gI$Mxp1+Lv5f5EtuQR3!!|j@f@G0EAHP)i0pB zG_P}hXpsdm77%m+1FQq71GK5m2YW&2m!CHgwjk6XX^Ino0AtmYyKq`1t2X% zMQl_TfClu=huyi@8t4@-031^P+sIysUeG2uE>4|%(8NQ(oQIftAX#zdptXAiA;#zv-b($;UklW@rlU1NPpj{D9RWqRNq2z6UJ&Nm zXJ+m_a>`@VzTwB`)_NjQRV2lL55pR+cF8P8*hJTA4*L`b87N-Ti zGG;*=2rBxmI|z>|oTwMi_-ibdGblH(`$uNvwpP5lvOD-dY*R^e8;gC&Fj>oP+r{J; zqOK0gg(DB{bmbT7P(3ZSw}q?xK-XVq2Y9*`ZxBzWgGrm>4LSkhNmUatM+-nkT_Ziy zZYsM-z`IYoai`sK9}miv0l|&Mveqr=+aZ&x!9Z~Tyr6flVK?dGj?=B^>D{?izdk&g z|M2+b@AVwLf~Xs$u_Am-)&ro9G`*WM=yL&K5eWcr#)^n-eYZnW?^sdluiG3R=T7e) z&3*i0A6Rv57Oc8|Le+HRL9z1J#I{)=sd@*P1%jNx(<8er(j)Z}*D~8?`>kIO;bYQM zC%B#0W^a997EcSjdk%dC95CC;`=XSMjX^|Z;^4lKsJ}j3kb3?WfS#XXM@a7LOkwcG*b&yvLwNdw8g*sI zLF*AVWjsgjo!CVI&}P*i9XW3nJxwf!e(w}xWJXxdL148Q)Z|F`h}4BLVEp0Kewz>U zq7a7p_0v(>C(B_z9mt@amO~NXzeG*N<&@9YABAa$!F*mL|0woo;QplC+gz7<+Pd4yvb$kky^eURkrnbI{PGIY{epYvGuxn=;S%5%J%wyWhZ9m-y&jmqyd38OhD&6JGb{}u)ik-RQ#M+KyC9$ z_Z6*ocpk8FDqdxtJ_QdEP3Olvdm6W9L^j=G@^T*^q+X%z)RzXrkWE$QY*_&?{Eq^g8g%g4gr97o~I-)&boRg|;B$_%GG}OC?Bp)0UUq_s9HZG?DDK zDdvo*aSn>g;NYQsqSr07-Z9$rSHbM9Yhq$SfZkrmx=W0YJ>mdn?}9||V-6+|MKpg9 z{{~WSbm|;bJgPG}%N9*zX@|eq{G7I#9ScZ6#`^sGny7!Rp>L!e3HT*Q5xoHxr+~#* z8lJvQ<+DY9o8?UVg4AKZ1zB--2ZgIQK34lbxlmEEX~Bbvc8x_mR~>N|I{x+1W>IDn zfdT!`c5)(A=b%N=e*+|26M@c6t45OW(7!iF+!6+wmm`^bnE^RqC<`60ML8b^8p{2T z#;ZZPNst`>LlaqmTY}$!gh=>*w0{cmNw_7Bi<7@5bY;=GbkNe|@JKfp9!UnaJfSnm zml@tj5)u1L7XzImG2blaWySIfjW>gap>r9~LfbCuiO$o_WmYBARTyZlQ7!{RC*dSV z^7-VI)wRz~eX*h}eTL3Wssh@iz~niwZu_DKQb-c+%;jXpb`^$$=b}akLluiAUj_yn ze!=3C$xSf4F0bJik7S{nL=&1T)@O>7LTZ#A%iI5Z`{Y<_t+v;dI+#a60gJWsLk+>u z_43-U#l%f78#>*S^)p4QOc71q^iSZHJlLwA+Io2J#`IV4(yT62PuYr2 z$AV2eW4l*bJ}?`s-q=tZyd|^`Qr8}-XdgdPsZLOm4Al9wWA&w7`}u*co5B&4K~M56 zjnu=AYOU1{DGr_;MIS;3@Il6>GTn|k(P@>$i5=|k$sI~v+eb-zW`niTOIy~SBpxDq zem*c9a%*ZJloo0(3cndwJEcWvab2?7{xRa3bzDg-Wyi#xMsln}#8VaO>9}M@%ai?u zI#VVbgO&J2)WF#7}s* zQdKmu7cZg8aNu3*;3bqDh|xdJID9$EVeovzi-%($4ri3C#j-cteEH5=HjL8{sbAVy z9(p;MmzRDl)%bowcd~Ix3j4WoS7EsEw6JWdcwfozt^(@P^M>~Eki`AC{`j!o;zRO( z92@$rHT+2O_`$@#zH@knc&!N8AxnWN0gs9#H99~Tm#BX97ZWrzWc!#?jB0{qQ+S+0 z$e@*3m5NN)FNct{Z0gB_C%L^=#yHp%iAakuZY+d!VznlD*qB?M5NSf_mzc+lfV{|| z1CBKYNJt{mClw)N)~0}z8s+pmUVK9i`H&=SMGdb*p4Gw}CmzMnqwqShYS`=+`oTL~ zV{CGkUVQT5^DV_H5ARcVCzUHlNrgo`o`cTg>zZiB`)FG|q)nWQ70(vX8Kkf+UoG-_ z()`A+KVf@1t@u#3V_9p@bL}Vtwwupo_F9AVWc38>Gb+pdj`ACIjbiKuD*r*{!FPcj z=aDDIZ*YhX*B*IlIlc(Dguj9FmK*@m^`zZA&i4cOlHlL2x+Dew)w`DvJ*2-`h$??C(g%M0Y#0NEc z+P=|Cr0h~icK1eZt=_DVz$PBwfbHxX@Jn^&F{6ZPsb5e_LV;fk*77@QPhg>$M7M-=}sf zY}h887Ft~MEWj_rn7*pea0#&;cq3>nukOXG*P2G#+1DYxMaX-Vy$r~XrRf}vPq(g;S?eKrl#}B&crnUQbLVP30|6JczygqRdRq# zGxobsEh;&dk`TU)p9tZ#m{TPCL=!0^RrnnAil`qy zJVZ3O&DDQBnj^)nwLl={m(@~GL9-NzMDVSw8<{nw)U&QJukUd4!D7ey><>o#%5t(b!>Ur+9Mr;+$xJ+N~Zd?n&Xf$_^o z*^$<|q;bV}D;%u)%UzwobEFN=SdJNBo1K?vV!^A&Lh{=D<5pDIAaQ>ogi-HB2G(KE zst-+)&z$Ddty%s$k>B$^&RVm+Wd%9GV~Dm5h-@j{-U@KEYhCM$5FvB?D?Ss|%9tr9v;5rlE$wG=Yv!ULhdA(ND>JFP&U1WS%-l(O9X-qA# z%l5g3G)CVFt;5q*%Rji{jD6lpC1Hv%KBNY&&5tuY9-i}YT9%YZ7cLt?LY#NqqzR?k z6iaeUovoAYMIyXVv#gKO{nO4TF;cj!e~Nr`v;p(@s}vNRy{fr~U+#F`$fxZ0zUuZf zO7}#$WjzD?UIkJPHg^Vp-M(>KFye^Pv!ZV!n(BK>+i><@wn5;4IP$$Qo!>~#-h@U! z)pi+$dvM;JvT+XjQMYPeU++{;S-ERfNc*F}-;(n`x{ef#nc`>tvhH8G92}8h@s+m4 zXsf?fSN9V9k+PYLe9 z66c^oUG-j@OGd~Q!bE4ZRe@>rcr+HGk7GOSEtOuTlsdprKdky71BoPGgH~2H5$g?q zpp!^}tSI`@simcb2If!K(3R?tXiThYkr=n>Cd~FmpyqnEiSu2Qdg6u6v zc$Ok0Jvpcu`RB)wDK|)QYtVq>m1=#Sq)4rYehLvE*(5o3L6n@PUGeNnh%Czj>JC;g zdsTEIp+^YKc`stpx+p>uS+{iHqxjL)!gD8f31;AIN}|C zxV{qpJ%2?rT>9cldN?v9n`+T$lOM1pvI(-V!aO;6oXW`#a!`x{4=qlRDg89-dhjXf z#3fJ{vP{>v7+PZ`WhhkGT)eRyLX1u|<#gRdOOEuUu6vLYGuoiL^kk#w7Ft#_Gq{|3 zMM+=#O^%e)igz01C0bN-{j1s|-q9^l6iBUB$tJ__X+YG%wWpB;?o*I33H_W=^PYRQFS2)`*c+ogSed`ZTk4!P#;EL>6-;E5ci&8rc&7Q$% z)5bInnY4om*`vovEI>De)Wo9u9Ldf;K(Y@d@9w z`(2xKP-`lTNM6SV9#=acBjT z<050B{BrN90@h?iM#>!I+!Qo%YvS}yq-cXk5L;+n^ZC5_`<`B{slc%tTNz!qc9E_X zz8NtZ@!jH@S@yc5EYHDuZ(qdaG-pu~)ZV zUZu3UJ1{YNxA*Ct&t*6|RhY*+Xfg$-GDk26Hnj9B7UvO`>`mv^eZO8hs+<{B_+kGc z{f37Ici8EV@@LlBz=f<`!B1Qqo^RiM;Nz7K`PV(s(?~Vc`hD-O{(WU8u5utNLU1uF*rt&e-amY~@Lp0A^O#}AAHL#(ogHoHy{eq{ zg|d*Ry^~EcGv(`E(molzx<7PQG}~yyn;8#o8B6Q!Q|68#?i;M^eLtLpM3OjD9ECR=<*Z<&Doa@VU?VMw&i^*cwj zy!@DmM*Fdx7K^H1A8{g5);T{2pwVh?YnBGe^d|X2rEge^527n3;n>E$YRYx`L3G=A+0M1WL5?bI13j zFC9PUpv}E@f7t%DEQYrE;~Q`)MC7P{Qz}-2E>3x{5<+%>lV_SeJwfegzkh31($Hq; z6WGWtZ;ULn7%(`qci)b-mw7W+wheqwKRcRtWiL1va$-AXMaPCYX%?;?>ZmRWR*4|X z1LWtC0RNkulXDO)6KuP-%^g1{!A7R-odLH++I-EJ$Mr+b28fiY*C{kg2jG3MZg%$A zFgI}9XsyP#6WVdxC_RequeT(bPH1=~8}ow(_iZ!$M(gd|56Vnq4}kuSrnC;fRHNYR zvImF^C4&^E%es1}pT?7UC#=Eqn~)Y&F?8J`hBYSd9cJ($mA<6r)KKQe@ea`xwy}zB zw0n#kyahFj;l`@_K@r-Qy3!hpbrMjIpGC@KXxp5s7;obJ%(3|)fK4%m-%SM(LTU`X zi(VhzdhnH@%*wcLGB>EY@mYh=6ywp6Za)96q4l1^)*aS4bI|Bxo!Fhp52?R9PqA$^ zw*;NG(`zYSw@qI4=QSFj+xf){GE4_?QaZ8f+y=-n3e9cgspUvDtVWIT>I!ls!OK9oAsSg}?1 zyPV-gig$yt1EfHeMiFD`$Z&F786m(MVCB&btACYH$ZnJx2z3I>&m!Seu@Axxi`5RC z^CP?zWci;7hiEt$nSzIFO*;>-6gAWO);w@N<{UR>vWjT}`(gBvd8AdD z5;FZf;pd!(N1u^DgYY_)D!tH%4t=_(r2DGXW{&)8o4cvLf3-ax zH3ir1-S_`!`th0AMcTkmm=%m3aJ)38gWXS-UAL=aTXvZI>hr`d_UB!%tG7>ltAN+c&BwWi)(H_W$+Sx`9geKa@8(|$i94+kE$q%+#8-bo0mH4>$P z2LqdK7&V6X#pg42@i+M|(K~Xf*`n=PkV0X%&#D>_J=br%Yvr4=T zNV-cD#(2;LF1$?F#7SHM)g^@*R5Q43gFO^5!d62DE_~JuIWR|B@Zm~4*@te$bQNw0 z+b>P&2#A05oObcjxpgUxKa^u5KfWo|x%>Y9v|ZUO!RAuvX}K2f7E3KE%71xVkGiUr zOt;Qe$&Kegvs~pbvd3B& zqv=;~3|x?8Up6e9?eq`;_=p&$k6o?c{f4}JM%P=u2g;CPM2(CUp?mYam20Y#cMy9l1*`Mb$ttK(9u39TZ^ahXIxZAZ(1rfSgmi8Vo)l6hy z>nvYB6^;1MtWEjt3&qQ`?l_dPN->D!n*Z2H2Tis)k8A8DttrcUDjZuT8g8HIAH2T% z`nSzVzOP>(H>r>VRrJmuVEUv)e+jWO+om2D-aUTft>yN-{JlJzZv{5>J1s0dd@91$ zgnZ4Rnc|yNSGTf^cL#o3T{kRKPui23PF;DwGT@2D*jE|5(DJN%0vZH1KMw2+_f`NYo;2P9(nxIo$EV&6zLFOf=i3zP@ShL(#Vko(ntK~`Y0z9Oao0_p5 zCr7mAr{|_AA}c%tw_1vebJ;fa1MH9QS&7G<^2o$&%Jcncmp}bS70`QN223zxcxZotB4Ds z;1%NDkKJ>SeDzTqZFb@QJ-(N%hVS3cj?dS77*n{O>EK_0%PDkEev4DZC9U-p>46oBW(#G@MBm$A%WT7?-YIZh` z8+57J=-{)?QZn?K!^M`JGd&sgn#B-_SC9eE#>AKkQZf%Wg+vZS;A2NB)$? z@dRdov(!@Upkt5IjJ*Rt~FI6L&{JAu4pBt zYtiq>*aqeJ-Y5HII=WQdE8}2USxxZs+y?NT?xxFwXY)x6$dlTch1SQ$nK8V`+L&{u zj`ny6gKRtDyc)igfuUl~f!cjfbaW2`gO`U(Gtiw$yWOZX*+4^QXv0QfdJ2JZ`>Zg= z8G+@;ZDIJ?Vasw5N`=TaPsq~*&56OqXvba7P(>6P;vrL%8#QFmF8m8cjYWeD4jH#6NHa5v_f zX?Xd8n-mv3`j{u=N8#1L8PZUO@fXU|+-SKrhHGs+kQQIYc#%m?QffS`z@=g35=R2n z6jzP(0Z$E(vAqM;v<5OXB|v$9JZX-FHb5i-mA({%UX!AiB!@RxbD6GGo1BWg(g(E@ zq&BR~fg_)V_dDm@~`Yup}-Ohbm|D9ye7e^LUrj{pDw literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_5.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_5.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8b9fde533065b4479b0011944b1095b0982da2c GIT binary patch literal 14367 zcmbWe2Ut^Gv?hEKdK1BbbfhOVDWOS=C?)g+1O;q#P^2TEG!fCzq+@825Q<3s=!k;S zl@?HxqDZewm(CpUyLax~`Jd;XneaeP*?a9(-goV__c+7I(00;yCAm9&h zGy+@#XsM}bsHtdaXlUr@Xz3YYOpFW+jGU}zm|?tJ{CvDzJUr)wrNzz(N(%Atz?Be^ zGO|b{l3z?kU0F^|S{^BPECfPFN5{y($ic+KAt%5iAoqX$Icfq}Xdx(QCQ!sNo@U(yO`l{d3t`&WeJZM`1R(X*fB;N%h!6@w$hkqU}R$|@HwUDnpo z)kEu>nP0K6yn4;b&fdY%$=Su#+sD`MzJEYq_~VEtkx!rD5)zY=Q&Q7j;B$z%q`drs z!dDglR902j)YjF%|IpIf*51+CMIIRZ{AK9tx8a`?lT*_(vvczct842Un_GXjcXp5M zf&dhM%>w`aHSE9H#RA#|rKF^wq&c<=0=*CZQm{}`3CL2jUc}Jc_BZfNHM*b98JvQycvi~!~9{oRA_Me9RPrHTzMhXZRJPH;-6Ik@r5x-vP zR%$$(rHzxtx)I&ZLM1V{R5xztS{64Vo9M7&zlTt(=y4+gZFPTj?ugDX5C^mUZ{O*z z*DKSVq3V@xg^K;vp+aD*L{P^6^#$o+Aj(Zz+~|0;t^XL!joa0zvcV;cZ&-0K-FXDX zvP>E|Ru#~#j;R7Q?4x|(;`je`=XxdNq>qbVAEoubO`d{cNhd~tVo$6(8ONYHRB*%q zH1GfAfb>nL>sasMR0nQ2RI0MU^?FhR9GVB}+u%Hc@p@WKb}OvzuZ{{k1zs9)0evbs zg09X3)sUuCbsjNu%N@~figFVjPCs`1>1CpuQFTnE4Xt1Qe{BQ?hlToBfHT-S5>(%< z(k*BF66gfQ<1h(;;{KQZzfNR>!p=gOz`%fZf(mpgnvcN0f&Cr0U1O_?q>~vRn4{HV z9-FwE*^IS6tGXnZ#w95q3w;Fq?kwT0X_FEQu$vErqX zYSzKSqlz`_J1Ofmsi}aQdTj8UU}Um++dNvR&ks|P4|;_>W6$m4XFlTm?}$N3cXP%s zR;M}`Riru`tJNUx2D+;D^j)HxNkvQ&XfmeyxFhHn_&2j9BG`yG>2Bc`rsA*ed&jzm zJ4knBgRTab#RttewA^ z-8~*f3iMF*@hI%a9zGt0bmCZ}s?07y(6j$iA{Pu6(Y;FbB$8lokHdC?qnvT=>cr!) zy&e4D;^tljT5&A@KOyk{6G4!AZU!d^0K5DrOt8;kta^YKdih#l+*4$?Y)FU)XL)A) zep{q)4Q2Y*zL9J9hqtoxKiy8zk-iYY*}S0;?>%W9uq@2p*HK4xzphOqtwd{WRWv4J z|J$ta8u~TKVub5`@}Z!SH5R|Nfd0x@*VKD^PFxionbe%hzz1o)VsQp;$uF($oH8$P z`SQg_->W|57xv%&qqO>rjaA_a4e(&H*dAFV{?^W>u%p#QO{QMHS_%GRsL?Fuwp3^u zBXeMh5Br59fX2Un8b5*_JS#Ht5%+LSv%YxoE5%0X<&hh(lvjz=kCPJ=8R^#kPK1*1F}n}3#06j+RLE6Gp zXP&U@FN&&D-Tp(sGAQ7L!`G|+qUe7LIL7#2R!JXo5Jct@2~>*cbQ1XnSGQx_U-}PO z+UiN^;%!}u7M7BwAWAikA$bmj;|ZqOwlLG5V~*QfuFZY3P&~%uO%T*zdyI#~Qtmek zkXun<)((8vuN^~}%3V56`t=D@YEpGm|GoQ>__0V;z2Mujc2n_m|Mcg~V}TZH2L)>f zufCi}3h)W=b#lNC`f|I;@vgI8jY~dTNK9jW+mdzNyZ(2SdSq<}`uzk8no2|jl z3qhl4X7j19SH08Ecld!5$@=O~^Y(k0E~}jm?6f9w7Z*EbtC`s%#j~-I(?+L8K9C<7Bv-KHY?XTt^3A+TlX`jgp4W#ypKhD0)wdF^Jqb{t zfBzoao;aj{ZoS8pG=-VNH5rQ)p-xn;iJ-Y~svUbWfmP!4dG!_j}e7 zyX5-0vq;IRYs)26W649QGQ9H5Tjy4^11%%=jZQV3jh7aD7vr@$35k5QXPNLe%eJST zGWbfNed+C~QEef~j{8D|Q(RvZ?p_|xePEJmFg=v1*}{9pUPp0jT>NKJ;RpU3b!V8`O$wUdFLYeQoEr%5>|vHP$M{J}&G!aWi9e2sx8h!_dU* ziKP-(HFsnzk#Dc!>A&rBnanyV6*ioI?S+?;{eZ1t=dkl^bk90DZm7@s&7EqIg2z7@Y@bZLe8$M#E0w(hY1ZZyn@`DQ zam8Y>n~`pc>kLCy-A{h@52cr@YpzCOwRaK;Nz4;BS4xULmS(?9apqH*@TwqETbMn{ zy-(d}(tM~GWfmjpt8}$ght0t*B6XMgFsM-?hs~WRlOgpAoF|Sm*^WQX-zai2tV3B>2$qa6_8$B3DMzB@*0Op+ThjebueZS{Oie{~d+55+=4cy@xHU*e64-Xw?AyPna-AckYVf^99 zm1MWcYa;%?U@8=x%I>|Tv)6jCHTCA$g}d8k6HIYWa~1!vNM(NWh;MmKrc-Yo26ip) zRMeF+Y||L8EHb>1y&p1s--eQZDfY*WsxNLitjUezE;qH9lE7-GvbJc3?WrPmsjyrJ zKEnXc6W_2C(byRV7SLF%Z7R%0MGve)NUc}WO{;1$nuTkV&Uw8=k0;PvTnZ7F*03-t z!<3n)5s%w#VVCp4zO`P_V1W`0Z#{d;tc8CfV&5q_m7~X#PZP7O|KrT>R6=}@X9Uaa zCbYI_2)Chg&n>1|OaJ*-iGjDeJ8V4X5tq&=w3MGoLSSqh=&ffmU>9*Z@4 z3J=9shJ}qy1O9&izO0SSGOvL;vRDhlpDAQhF#k`z?9-+8wy@C^z0NC~t+&J?71DCn zCWg2aXu=|egGF9>zPxj-b5*!@tL6w;Di}<^{Eh$g`6!md!~qpZ$om&Z00aI0FTe(x z@4^(;1KIfV`g7l=`ZxE}qw&ie{9i~$tSdpwe%o1Jhc!uD5ji)HfQX2PoaP4vcI7$Q zzHAfMyIJaQnRtnW{Twa3RZQa0MR2cv8$?8mMv(S##f^-^9HH*{wb$f!Pn}@e zK-cO9PM&-CT6J>Y#j<@j4BN&qO##aNQt54gmwf-RJT3U#O)s^gB|DW<>Kc{nlLq5- z(Cx`XJiad{N@k!u^9Z18{Uu+$cX)`$o#(%ykDE|ONiaTgI06>Gymij`gp_BFz1P%n zcDYA6^#~|6;Ztaocz*tEmP;|cymp$iL&$qKpB@UPi|8XD|B+^VL3`}1Tw3!W9l*c6 zqkaVNyAF4Af>LDD+p(`7ssEXN+Iv zQtt;h;pEBaBjCaJdK>agtT`7?OX{v%fn%9n0?kdcI4hs~^#*oa4`S7Iw}*7gHS6Cc zOSc?O9GZKDbvGU+aub47+SVgfXv8RY_skP+&O6iWGRTPWuq?(|%_$0~48Kcu`mvzM z_288W_t{{SoY6(Ikza?ek18PlCpdQ0CW7 zsm??5ABcCekKcg+vWk*!wj+o96kd6%xiGr7V}#9rswQ%-V=`_crZwRC6O)~vO4CQc z7h;De`MdkjKD>f~FZ-bGr=e4{PfuH`hLqF$XeG(#rF$*m`->m(W7SZ>bk8Mo7Na!> zny2Z9J1?!vu5S51^vr9e&%MyH$Q8@x7)&#u0AKz5glyahZ?{uD0%H8LlVvm)vJbaG zkYi!K+*wM1uc`-P)TZDMWYStrPN7q;gY(Q=`JKW3?GjEsy4S|uy}RHn&9!1{zI7n3 z_sj9|lbEuu2J`2q`j_L|e=cf&NakC4D;858<9H+JURsD%ih4kvuy&E*_G0yX+-505 z=#U@ z`cU-biycrZFz?fYn84*36mZ%(PdC2xxpgJEL_{Er<6QI_LaqFue+L_2aL~Mioyzv1 z%pNY$oDl#^>^TfBpCF;JdpGL7$|rAC4RW1t~9&fG{~QP!!e_hqhLchm;?W zfL04{E#l$z?#umcn$uzXMM~I;>rpFElr|~TI+|0@3#BFvoj(8o(xGnKHMhK9Rcc8{MWO=wq}3t>ipNHe@}+auN?so zgMG$z|3uE}4mo{ePP@Owo~EPG-G1QXzWUOKS2oZ(WJ(A0WPeVhwP2OR@K>vE?0ag~ zN~|WIjJ>=^cRy#4F@~4^(Q&D)1nP*$BvXq2)8j8G%7^>7cV;*s5$X7k*w9A9!=2Rl z**-7V=&bVtVJ!xdZ^nOm>iJ!e?8i^>x29ISmGapHHrB1n76Nf$Rc^tP9+o)RoCi@e zj3DXvEl+J#H(Tzqq3>vuZSA!uBzdCE&C!Z1nOftZx&oa{*HdCRH19J_0nKTKSm<9-S44!$Eii{MHOE}E^yRd>N;-t?e6mEY+RN7;QR$C>>R%{+MRlHc0) z;ey`Bk*iGMs+pIRZ345XF1oA={#357M9cTg_0aFxy_@}B`^*9F_yZXybV{zfc0gAD zr(L7_GcOte2-ECC(OPME&QJUMKUONh1WvF56W96?&;r7Y zLHgnmAX5cqli4HSSqY6`qH?|;yKV@0N6uuI>O4pU&3z-WeaSlSwv@CZpyZ?(El-BG zF{8T4v_2^G-O4}0pinGGe%&L$4lFhp6pny781a~kTMEs;C?}Dx%w?n=L8b!xLD|7S zSaMmOu%G6GG}VF~=M*@$Q+nzgUUQ(zZgK_MwsH1}(_U?8EortH>=f z%^_9D7TYX=??+E&Rix(*PJuz_9as!z{Mex3-)1`kzJj@jLG4d}`$@wlzv)6b^$>mO z_Z=H-+gS}ymc~Ft{wFq_OM)~3CBvcxGBAm zE4v+&$5g)jr-|n<$wo5p>#F9>jVm0RY2LeL4y*E&u7WWvAMJksnq1?b{qkm5BE|Vp zYoYFW8riY-8vaYYnlU$O24~Aq=kE%en`-!%Sq^0VC|1R_yPbXZYe>Vb(iqYt-fCj( zogFN`bVIbt>vFvQFT3K9WcA8Q^}MM zYrno~K%Ryi0q)a>zV}p!Nsdaoe6PNhFji{IPlv}6R8+S1su<2vrHJtGI5-Ho8#D7d zv&_B0w0c+!)yFgl1-+W2NZ@=CHu(cbzR7w$pPThksIhr?FF7hAwlq%P&{F9v?pd^Y zYif$()P!ODt_99N+{FEz&}HwqOp}f7vkYARM83@%+Dq;Set8`%UDFXo9GW$ zE1Q8C+p_oXmT;H2jsPF?7df%F%ITgluP}GvZ#_K%fc;mk9IywCrdNx%u9~dSo0K;n zG+TJUhY?-_OYGtYIObnuZdztLi!HJnX=&b1tK4+HFObW9>n`8seV0w5dm~?4)E->Y zG$#S)z+iyZ2Bcs~rqF)y-~vuRW)>%7(1oM1$w~@M!S!TYm(`eB`P$7fYZf~iOsdjG z*>a{auCJ}{oI&x5NO=zUe}3`8ZCSmdUHMh_gqx#(+9jyatx1m~U=!o{^;cmW5_7P_ z67v0)L|DLPL&1l}pR|E&_n4WKwQ4G`pKP_e^q?#AJf^@h9jy|t^s=?rd0 zYb-<1y6wsl+i)MRvu2UNtmdWmSu?35hK7$Z{y!@&o;$qm%;~o8B2+E)n){I2mAGiN z+1aHhVD?Qbdmf)`8d{XZ9lUtkOY?$VCu_{CI}spqaBjjN44D?=@Y=zQlqKR@m8OZD z!>;h#a=pmXUmr>*50U7?VZ!ZZN}f#AT(IPgVPA#xd_A3_Cf(P6ob6=cVmnzoZ{W$f66^k z*-7sE8Furg5qwF%+hUUds{C76`z_cDB=AcezK>{#;f?`RHJ1iL=#{XKRQsU8Fv0_R zQ|5X%cZBkRgx$UTbkQ?+{B9v!x0slxVY1uBTwYhGY`$_B?HzH+xD_fmYi zc4{eDrFY)YLe)Q_s^!7+ksd;L?ZYu~+r`eS6C(BF{HrC3s=OCM@I#n8E;7d7wvT}J z$RprJvD?sHPBit;v+?@@ll(U}ys2UnyOSEEzrMFS4Dj7IxMC4A#>O-uA<)TZX>yNw zPOoWhs!gH@lG^SQC}ULg^&nwN|x%2ohO)T0AhZofYV;^gZ# z;B$-xdy3ywQlSWq!5KF3JteqWo@YGX)#Nd4-Zyha)YYxHzCNn$s%3rk$346p(d-w) zcO9z)S790MPn3=T&(%YPPj!x?`Xd#k2QpIGgl+{lOHXQ!(~P{Gr|7oSHu7(&!d96I z&*>$!nLLDwPhBXE{xDT{ajD&Xz2qGH`=@n59U>4k8su_ldhL{T#0|PR@Aklscft%`QW~C(endwZoK*f}AwEH9P()My7Na7yvBrvex!$QiNXI&f5SH(P zjwaF$yj$a|L-}mMnrA+Q&7u~YG!ebq7!RdF?`xRtaHGU zVG17?9IY4I?>HnV#{#Cb6md;hiqiCJ|;oUMi&PqCyFbkHcf~DKygvj-S3O8cxtM@6(2CE+l1%59TRHc&I-KA?ein>(Fs0 zKVO4U_AXTUsor@yZ6T)zlcwteYXw!$?LKPn-s0=k*U}fWl0G;E$(Lq&Z3B-~nv0+Q zOi`|Wk!C+d3DKR#vGbHuYw2y$?DSDgJJJnXd$0&J>Uo13+_D9k$|@W9K6ir1T^ENKQ*c$eD5N>>r?W5 z5}ps#nNBUUMzbw9Y3hFr(!am=s%RH)$-rw?3y!C6}J$qKiN5| z3mZMvQBg>xmonVgLTeYZSXM5pMq3@0l&WnohRX>eltK*%$G4 zD9XoAr#m@>?e_1aMcI6Q%^|ttdGIZ1wzSl$(S5={;|R#r>iAyZr6~=TnGrF`u>u(% zlz6u_zvNl_csvWWdDy)#%uG<(?>4XbEG2z$ZT3>LDtg#|_GOWT+D!+Xg$_pWNz*JR zXWnDul+~`sU6H@-g{UTZw@J>Hr8Eoe`{K-sLY3heTRldq-paT6+T%Eeui9yVOO9gg z$3i25Xl}Qu%{J?uQ<_}iGqlY-?@}MX&)DGad7YY8MmfIREYOTu0wJE=m<+(%DSqGU z2@#i6eXbjHpJun=S?XJg4DdOeTgi{#5_KX?G&46>UUy1M^#yOcHC~Kk4o6>jilU5itLU1z+uvKik3%?$==}PBPbtvcvB%GV$8{ zeKkWvIkkZC9s80H@wAQP?3G;WM%Ir9Hmui` zdl)m~hV~_BTu39R?#?%60m3&7>0m630GoH%{QRzk&7Z_E#rf&`8na;=ysvn$eFETC zyCIj1GY2MY4&j%vro2T6`vr$6!zy2;|ASLJaE54d$^HttV1vP-lvatbB}}*>wJi>t z7tICe>-!BW;sH0<0r(mc^+f9NP33*C)yOs zRpnAJb}f6fLu*#VH@sg~Ha6rW9zxNPd*NR4Lv&@`+DISIVI*~# zrw+V~%aV`3A!;T%_havvvhptfJpPI5*d=3k;mW5p8s*zq2#t*JK?O53J3D!KM`J_8oqC0OT+sic66T=uy^Zf>KZ3b^kK`ES(v&X^*E^^*h zfNQwM##eQTUB-d?ME>~6wbz_)v_1Blo^rY-A*rmQ`^j9W%ln)ws+R;e&$NjOh zB1$*9afL%=?G|Klvt{Vc&U`9hzdg zv`6|Uz;p3De~S1KurDmrl76eqyt!j%Me`iIfm4eYy6gU8pv&z0rSP3oA^HL2Ww-PL z@du%Ab6AO*W@yinn>LBhC=Cw2wrSp|%4*GwQf0Rr#ao5t^w0J0cdAdyOx+bKouD$U zeQvlz4emW&=l9%SK_r=#J^5K4(;cU8n!U{5mV%>(n`{kjf{)9uhwpvdC1WQ-newZd z`^YSDZ)i!RoN?r>4DTKDM{K!fPD!F?-_Zgr&(HH^$) z>)?O(+DAA3(K*R>0$X*Rf&U~&S8Q-qdsJq^Gm^sKwGY~A&NQb2gdc@~d&4gSSy}C# zb;iW%&4=&5T6^?uHe3HwV~E^%Jh|*cL$|Q`mPCIz`g>|sppF1KejD2#`oI)=%TGBU z5}T9gyg_sYw<>}iLt$a)SY?8Tve-Jv=Xc_Ou?t)@`Z$9)@fPaBY6+CBP}~hTkb|=V zH0fn^oVx)IA`BZ01F*NS{U|z|p;;W#Hk2FuF8_^=3%tdd+bxaAHHFSZucFbY(5a1l zUEy*Wd)wC+*p!h;j$!GFTpQ&R+`T_g{u;N&;s)>oZmPP2#C5kZJMVqjYUYXBi8?j% zlXFviK`vLBib|PATNt$F#bd{q91Prjop=1R6ltCu0Th-}RShF{E#Ge)E@dk%eyMib zH@YLYbKfH%V7!bw=|C5=+h6cREE2ir^TXGpJ2toM;*OVVLrvuJ#THRVnw)?5hm>D) ziX=FW3H_68p_12sJGJDul*0rA?F9dK$(HOd1$cRF8AfJ(jU;+FuY1UBpOr*rW%NxiJ>W)*Tp+F>2V*_>3ej) z4k9!OOv$n+#wkX|Ls*^rO>*Wo&KO<`s0HYoWCLJ4P&85&g=T~ydGdYaLa+2^0 zB7?;DPX(7hYItWieMX45*fjVmaLf;xQP_%9#WcXYxG_P)yu~UO@HCp>P!Nsl|^e>s9`HwL;Kjpmm1w?2Drd5DOeIA^)d^z)$kqt(Gw6>Hy zbrN$R;5pgIq1>ZPbXUorn&b^yM=`ca!<&iJp^WzZI4i|IDEQJrEvXd{9nevCan6O> zrr_W}F0vAY-V5~t&<4Qx0VdAM3J#G48@Mn5Jf`SnUB09wAjk-YHG_oE%P#98b3)Hh zM?V;-@7JS*;^4bx5S3O~FcR_`MXf$Je~~(U8$>G3S%pNnh}X9=?2}bla-mh9AFO=N zGLhurvS9`p3`P!PzJ#6PA(I`GupFjTFjI&D+5kn3@YIF@X}RrH7oz(pJkhNe5<<`L zfST(A@SIp@i0Aj{J*>9@7&gb~KFD_*oIpW3kHny8oyW;!+t4#GJDim)ithXK*)J!! zXwJz7IRpXo7`zow#NCIb5ul;YtuVlM*+5rgqmmY$+YNhi0cR}RD!Kspiov{fkpSi* zFIboXws+mN*uRt#e5M|;ZHUBn1(IT9Qc#z`W zs9thPD7WrK18o4gi}lGL@F#$~Gx?r6^5o1W=iPn-5UO-Igy%(q$uPns9Kd^b;u`SR2(_DTO6(OF8Ltr zo+!DH7!0(}0u;RS-rBGxjDa3}-}!VMl8~)`&&7rDI7%Q5C@D0wCk^y3>-7dWV;$z41K#h8;2Jpd3%oZxa+B{v5LSY04v@W73v7sPXz_F@2L zO6}tL8%2k=g116p*cAl4TOi5+XB_0r(+537rinFj!YYBB#8qPKU?o70L3bQ8k{%9n z6PP%5#7qkA66l?r*dRCrPRh%w1Z=~Xbr7;B2AsZ?v5707Z(|mkli73|mSL7&ECPTD z%r*+}A+8eobqFvFxOXigB|x~CL7qs6g>%&AwsMf#8=p56 ztc}R!!2(1ixQ7pjz(7;id-EgW4fvTG` zcelUSl~P(>N7g_G!DywClm^QQWyireKrX>Bt(-6bgT~9FB65*VNL!E-7!;KVClLue zd2SY?R2m4}2y)&BvnU<-Zq=ukksq@>t@91Zq{!(6XM4VU4~5M9_g?(xn9VFj92|G7 z*Vtx;ip4a2m)tmtTrufJ2?#}Eq}lh3dbJ1&c22ucaq>Ti4lm}a8#Q&JdY^}sRXT}_ z-eq1w7lP>S<~r1+3j67I*TqsE0avoyDmN*F*XkUH(Z8>f+xn}SeEJeoDpGRMS7TEW za0>!aXdO@Ov!^|^rCkuA7#uuTrj>Wz1>P8naDh{Y!aR+^8ij8oRDK!#1$SWpBAciq ztIdg|)wg2eBv4YPJnu)fg190>oO5?E#^W%MexN%*-r5X+Ik1w5cavg=xafXK*ZrwS zGZQ`F0Y9$$@!(E$D7~=@STcbAX9sekF(`UC_-`+eFdc*{nOw#|j;$QV;3c6O1lf&T zBA!ws5g9&8CUc~9E*gNUp}N7iHzMGW2N>{C$8ik7kwF;1+Z(|^fFon=F<+i<5@@gl zswXbBMJdnk-CFLm@O6Ai-OlEBGc@8Uq*cO61=*&e4A9@izlm)8)+hda3{vTLwG8Qx0Y3Iw&`Za*Hd0fBV`L7)ezJd?(dXkgTRp8WhZuQQ0r zTp1)b8e^!1H7iG>KEU2!P4x&`WQ?|K1ZS(1C<1T<=Nwx`@=OAlJ8nE6JA!fY11GDL z=U~jhOCYDf>g~9KJN}giBM0VW3Y2g^-U=|p?h}i}khL&~$eSB?#T~(FiSCW(w9YK*-h&H9n?Vp@_N0|Zosdh4vQHLHEQU29lyh*F01<}(ISGL!)$z^| zsE8c7oiO`80dOMDoa3mp1xr+8I4QRkkmAfGP2lfB<476U>ZauSi1k0wAsSy76JA_h%mD=QlVF*s=`J>q@J6M@P%xEo1NKp!R|?ePGdFa>5& za3Tyn<#L>(qOm>%JfOl`DCf+Hd}At0gIti;GlDYi_IE=wh*CK2idrtbk7v$rTRJwU zZWXm4aqwmSj`yX5eWR9fSepU2Ooqz{+qTsFKu0u^tvB$KUD_`Wp54y@)#CA;3U1W> z&+E)Cpz|-xlvyZ(S^RUEQ++qix%DF{2ool%UUPiB8~SCC&ueh zD3iwY-~?%DZE5A)R%sN068VDUdJjd=0#mEXZv)&dQ6?Uom3;TPGb_1**~8DxI6h%a zkdIBl>cv2t9n9v)jDgchwM3Y0awr1fjRu!8WY9m75EK&YsRaongR7`0Favf=QP9H| R(cs*I=@#M4qdEHaKL91((2xKC literal 0 HcmV?d00001 diff --git a/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_50.jpg b/labs/terrainclassification/Dataset/Train/Asphalt/asphalt_50.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e335da74309cf9c6f8c7449655a31fe3796b3ab GIT binary patch literal 11142 zcmbVycU)7=*6vP1?`TkZRY+)pM5HJQYC;Jh38D~D5fl>?0a18CAwev!p$ef0B9SB% z1r$VzqM&pYsWwn)3U;MR&z*qpIp;gyKlfhzZQRbRS+kyJtywd(w*1%p0Z7h~;6Q+2 zFbINyKM=nU+75|{h=_^^i;0Sgii?X$NFk-ABqgPkR;`vrswr!zt0}9hYOXWZ)6_Q9 zQB_54MjM)#VlWsDJkrKJ@&YN={%{D1!8*Fo}PFdUqL zfN4W;c^E<-#&3W$fStmy<@m5xJqbUH56`ok7}-iiM$F0l5QsrYZS5w+~+zi}d03IaI_(uR%2uD^dd1 z!VLw(bbF0A{(0F0H!2VKGYSY0E8@$-T#Q>S29uk&5wUh@v2y)^Tl`_w+1+;N2d1f9zW}%Ml=U`loBf^tjjn zK*ll#w5hs0<a1h(uaw7J{J3PMs@ zg1076mUUPKH3BFFph;ypCd<5+#RK_e{!njrW-NQ)4dKa(2aa(LTd#17dV{Z9=9YCV zcfc0VVE)9M6ttpK7f4%!xSvOZCapi_2x4W$8m~kD>J-T592Uq6{QHgj#&KDfz~*J& z3vjGBb6MAaiE|GB35OLMQUZ3CB^v*?_|p|B0m6@6RV^T(@>k#p3`C88S`N0I05q7e zE8wPz0N5>n$L7hFdw=^~MbZiRvSthfmDi zyJp82Nq0F3^U0^L@9uK<>b@T*_gC=mSUYs^~WXEy1ZEz={CcweW{eoKueod@c;w zyQw0G5lt{-4iH6EDFBX(mMw_^BBd3A$pAC|=vC2=WP#-)Akbzx-UI^=tDu4JNM(Qg z3V_B7+;V&xy1CfCTD8`TLLrE*m`_5kwEU1Xi8n^p$ZLEO&pU6O@ml&WR zM=)ynjr+bl>t$@T`V;eASuax}I)g8RFmiZ6+g!XBz7>Sl=3?ECxdV295Zy7tAjs7q z1f3tpKNbveP8HbkpKWV^nrh?~!6am4VVHyy(^%*HvOwo=5O?y#q$REg{ zNe2W5uZ5!xHnioDf27j26Hrz1z)fz!4vio~vH}YK;`|vmW(Txakji*NDNJL;(u<#V zy$`-NpLv5FV--@t#@pJ#ykybvmRb_%}=<)HA-h0M}t+C(t zPe$H+Uvq+qNSempJ>4xmhltT0{kk8EhqXlTp}t{0bnPY|iX=_X@S)Kge5l|31Jc!I zN5oi<4nlWV^Zeti#lk>7gq5fF`_v>b4ORc1YX458&(6dy%_DPq)A-QD*xJQugH|fr zQvR#ajXu;3>={^C3II z@cF>`h1%i$o&ZZC$wsp~y19?dhaNWSEv!=xTi`>s02p(8PN4kae>QC&QnQd+yr=Q# z&i;dfvCe$xTnhM=^O_G?VFz`(>7&!w=QYonh|B6%_>j1I79gN>>16!SK2w78H~IzV za2`@rd#m2ks>lsX^tDT~fxkHa@qWvk2gvxuhkm8d=o2%wzn{|2V`lOlMKz8taC{dH zo)-wZYk#HE4ov*!LrMJ$X!@Xj7k%_6AJVFw*>klMH!J_CAM|7Y>CgF<_L)BMjt~9p z+jFfGS1tePz`t8az{cb0!1eu0i