DropSegmentation.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Fm1eXSwx-MOI"
      },
      "outputs": [],
      "source": [
        "# Update CUDA for TF 2.5\n",
        "!wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/libcudnn8_8.1.0.77-1+cuda11.2_amd64.deb\n",
        "!dpkg -i libcudnn8_8.1.0.77-1+cuda11.2_amd64.deb\n",
        "# Check if package has been installed\n",
        "!ls -l /usr/lib/x86_64-linux-gnu/libcudnn.so.*\n",
        "# Upgrade Tensorflow\n",
        "!pip install --upgrade tensorflow==2.5.0"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Md87Hxgtn6zi",
        "outputId": "64689aba-cd3d-47d3-9834-46e6f96fcd53"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "--2022-10-08 14:03:43--  https://pysource.com/extra_files/maskrcnn_colab_demo_commit_17.zip\n",
            "Resolving pysource.com (pysource.com)... 104.21.67.193, 172.67.180.33, 2606:4700:3031::6815:43c1, ...\n",
            "Connecting to pysource.com (pysource.com)|104.21.67.193|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 59340 (58K) [application/zip]\n",
            "Saving to: ‘maskrcnn_colab_demo_commit_17.zip’\n",
            "\n",
            "\r          maskrcnn_   0%[                    ]       0  --.-KB/s               \rmaskrcnn_colab_demo 100%[===================>]  57.95K  --.-KB/s    in 0s      \n",
            "\n",
            "2022-10-08 14:03:43 (153 MB/s) - ‘maskrcnn_colab_demo_commit_17.zip’ saved [59340/59340]\n",
            "\n",
            "Archive:  maskrcnn_colab_demo_commit_17.zip\n",
            "   creating: maskrcnn_colab/\n",
            "   creating: maskrcnn_colab/mrcnn_demo/\n",
            "  inflating: maskrcnn_colab/mrcnn_demo/config.py  \n",
            "  inflating: maskrcnn_colab/mrcnn_demo/model.py  \n",
            "  inflating: maskrcnn_colab/mrcnn_demo/m_rcnn.py  \n",
            "  inflating: maskrcnn_colab/mrcnn_demo/parallel_model.py  \n",
            "  inflating: maskrcnn_colab/mrcnn_demo/utils.py  \n",
            "  inflating: maskrcnn_colab/mrcnn_demo/visualize.py  \n"
          ]
        }
      ],
      "source": [
        "!wget https://pysource.com/extra_files/maskrcnn_colab_demo_commit_17.zip\n",
        "!unzip maskrcnn_colab_demo_commit_17.zip\n",
        "import sys\n",
        "sys.path.append(\"/content/maskrcnn_colab/mrcnn_demo\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TH0gYEkuwtwL",
        "outputId": "9c1c15f8-4bbb-4fcc-adf8-2a5ec0fb3c54"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "VERS 0.4 - updated 04/08/2022\n",
            "Downloading pretrained model to /content/maskrcnn_colab/mask_rcnn_coco.h5 ...\n",
            "... done downloading pretrained model!\n"
          ]
        }
      ],
      "source": [
        "from m_rcnn import *\n",
        "%matplotlib inline"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "JvM9sdw3Vou_",
        "outputId": "ac69cfb2-ad16-4aee-8c00-70e733e2aa96"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Sat Oct  8 14:04:42 2022       \n",
            "+-----------------------------------------------------------------------------+\n",
            "| NVIDIA-SMI 460.32.03    Driver Version: 460.32.03    CUDA Version: 11.2     |\n",
            "|-------------------------------+----------------------+----------------------+\n",
            "| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n",
            "| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n",
            "|                               |                      |               MIG M. |\n",
            "|===============================+======================+======================|\n",
            "|   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |\n",
            "| N/A   39C    P8     9W /  70W |      0MiB / 15109MiB |      0%      Default |\n",
            "|                               |                      |                  N/A |\n",
            "+-------------------------------+----------------------+----------------------+\n",
            "                                                                               \n",
            "+-----------------------------------------------------------------------------+\n",
            "| Processes:                                                                  |\n",
            "|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n",
            "|        ID   ID                                                   Usage      |\n",
            "|=============================================================================|\n",
            "|  No running processes found                                                 |\n",
            "+-----------------------------------------------------------------------------+\n"
          ]
        }
      ],
      "source": [
        "!nvidia-smi"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sCDhapWDwYNG",
        "outputId": "3f51be52-605a-4401-a197-1cc4178af4d1"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "dTjPju0ZwLmI"
      },
      "outputs": [],
      "source": [
        "!cp /content/drive/MyDrive/Batch3.zip /content/seg_images.zip\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "DKyzEe4uUBjq",
        "outputId": "cc6d1b6a-f33b-4326-c0c7-22ac72d8f98b"
      },
      "outputs": [],
      "source": [
        "!unzip seg_images.zip"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "S8XdZhK0xt5Q"
      },
      "outputs": [],
      "source": [
        "!cp ./seg_images/trainval.json ./trainval.json"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "IJym4HbLT-Lo"
      },
      "outputs": [],
      "source": [
        "!cp ./seg_images/testval.json ./testval.json"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "st-GCycOxA2j"
      },
      "outputs": [],
      "source": [
        "!rm -r seg_images"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "IlNYqGhvqb_p",
        "outputId": "8cd76508-cb91-46b7-a61c-4dd34ac417dc"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Extracted: 1192 images\n"
          ]
        }
      ],
      "source": [
        "# Extract Images\n",
        "images_path = \"seg_images.zip\"\n",
        "\n",
        "extract_images(os.path.join(\"/content/\",images_path), \"/content/dataset\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "3deTuiaNxNG1"
      },
      "outputs": [],
      "source": [
        "train_annotations_path = \"trainval.json\"\n",
        "test_annotations_path = \"testval.json\"\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MnW8ETPKzqFT",
        "outputId": "d3d19a1a-cb93-4be4-e2fc-caa625fd67df"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Annotation json path:  /content/trainval.json\n",
            "Annotation json path:  /content/testval.json\n",
            "Train: 130\n",
            "Validation: 2\n",
            "Classes: 1\n"
          ]
        }
      ],
      "source": [
        "dataset_train = load_image_dataset(os.path.join(\"/content/\", train_annotations_path), \"/content/dataset\", \"train\")\n",
        "dataset_val = load_image_dataset(os.path.join(\"/content/\", test_annotations_path), \"/content/dataset\", \"val\")\n",
        "class_number = dataset_train.count_classes()\n",
        "print('Train: %d' % len(dataset_train.image_ids))\n",
        "print('Validation: %d' % len(dataset_val.image_ids))\n",
        "print(\"Classes: {}\".format(class_number))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 617
        },
        "id": "umeaqvVeBqiL",
        "outputId": "dff63774-4042-434b-bde4-fe48791433f9"
      },
      "outputs": [
        {
          "data": {
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",
            "text/plain": [
              "<Figure size 1008x360 with 5 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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yGmIwGIYyrfEpf0pNyqMOhU29IYoQeSioNlIbyioxxQZylM4Z86mIbD1vDxEHrlOWQilX03SpZoG1gCOpRYUhgTUCQwWsXYXgUtxxx5cxWa9gjMdozcCUFoABSwWpQo8IYgA2NJ+jWFAW3Pldupqiowu6QmGnv6XSw+Er8cqXvwDf/4Rrzmh51t3GGsJTHnox3vErL8azfuS/qohQFEVRFGVbLBSB2GnZ1cWbxFHWtblnW6Q0I8La2goOHljF6spKU6a1Fg4mpjFlkYfCojAmbhPTmqy0IhB5OVciAkmnkZxpixrxvpXCxLEDtfcenhksAkOh3QNz2J2ZYUgAM8B55wexcPvtd2JyagJvGeVqATs0ADGYBCQCdrE6k0kCIhghUnpVtGJEIUFRgKE11pxuYzpl5xx43FPw1p95Jq57wHnnrBB7woMP409/5bvwjf/nbwFH7lj2cBRFURRFOUdY2ANxxidJfVaIOsUJsMbgwIEVHDi4hpWVEQaDAcqybEcaogfCFgZF7D5trUVhLArbpDclAdFuJmd6BYTE7tBIE28RiDFTXghmDsdjho+fiQjM3HoXsgAY559v4FyFL97xZWyecqCCMFi1MIMC7EOnaxLOCkJRECKU/yZNwCEsa6pY9fkdtuoNoSzGBU94Gj7w6mfjkvNGyx7KafOEBx3GK/7dC/HzP/M6YPPksoejKIqiKMo5wFnpRD1LhLQmtHkF1/g5rTfGYHVthIOH1rC6OsJwOKi7SxtjauGQBIUtCEURejIYY1DaAtYUdVSCDE9FIFIvCBNLuprM94CY7pREAzopTCl9KQkIE78TNV6I9D0cK3SPO3zhIVTVGF+66x6sn6xgSgM7tBhI2ZyHDSg1mCMCEc8UAqlKVPcez/qefBzKNnjgdXjrT339/UI8AOHv4Yee/CC4V70Ur375f1ERoSiKoijKlpwxAXG6T7dJwkTeGsJoNMChA6tYW13FcDjAoGwqLqXqRiHaYFCWBQobow+ZiTqJidCFOpZzTSlNFPs/xHeisB0QPRHBHhEaRYvAs7SEA7NrOlN7D+c9hBmGCC6eMwgMAvngiYAYGAxwyaUXYmPice+xY9g8WeHA0KAYWTguwA4AeRBJKGNLgtDTjmKHaoBCY4qe0rfzU5Xm+VOUGVx8Dd77mhfiEVcdWvZIdhVrCD/6tQ8GXvVSvPpnfguYbCx7SIqiKIqi7GG2FBCzGpUtsk+XWWVc+6a5BANjgKKg2OdhhOEgiIe6LGoRu03HdKWiKIKAMLblebAFwVpq9YfIIw+2k8LUSmcChWpJcULumeFE4D1HLwJDpElpSmlS3vtasDgTIhEBDpP+sgg+CQBXXnEZJq7CqY0TGJ8ijA6NMBiVQEVwHhDxQSxwEAwp/Up87BnR43tYxOugXohtsHIQv/bK5+NRV9+/xEPCGsK/ffKD8I7nPxe3/P7/XPZwFEVRFEXZw+xqBGK7pup6kjtdvxUAYIzFgQOrWF1dxXA4bFKUcvEQqywVRZPCVNhgrK7LuGbpTHk/iPpVRx6oJS6A2C8iVmYSERAHZ7QxIRohQpDY9yGJhvRed7k2Litp6ztlWQ2wRrjq8kvwj7duYHzCoxgyBqMCGArYOXhG8F5ET8TU/dvGb6DsjKe9+FvxHY+7+n59f8vC4HdffD0edfNngFs/vOzhKIqiKIqyRzkjKUzd9JhWaVZ0+sT1TMgI4Qn7aDQM4mE0RDkYtPo5JAFhjAl+iDI1kCtQFkXLNG0LTEUf8s7UuYCYai4HwGbGZGICwYOZYhpTbCTXMUund8MMMnmXawLgG0EhBiIehw6t4pKLLsGX7rwb45MTlEOLwaiA9x7MPnS4ZqlLzBLNbxDXNU33bassxnmPvxG//cLHoLB7p7v0meLKwyv47f/rG/D9/+ZTmsqkKIqiKEovZ8dEnf03fKI+3VBDRBgMLNbWRhiNSgwGQRQ04sHCGMBYQlmGqkvWAtYSytLEdKXwvSgMrCHYIutMbWwtUowxKGOJ2CQ4ENelFCYT04SEBZ4JVgzYMIQFYoKIYGZ4InhhePbwDBgLGJdVdpJQjtUYgnM+RBQADBBM05ddfBgnjo9x4tQRuNUKKweHsCslTOWBykMgcCGPqakSNaPaEqBiYVc4dDH+18uejgvPgSZxu8U3P+pK/OI3PBOffeublj0URVEURVH2IAsLiK28EK2+Cd19wrd2rj56gw8AAGMNVlZGoVzrcNASD13jdIhE2Fh1KYiLwjYeiGSu7kYcCE0UojQEm0Um8lQmAHVZV2aGYYKRdhWmlL5kTRAQTgyMD6lMBAbgQ+TAmNAUoor9JMQiGKIZJZdYWQEuvfRCnLjtCDZOTjBcGaAcluCRR+UA9gw4if0guh2z+0u1pt9BxcQOsAX+1Q99Ox77wPOXPZKzyqAweMMPPBHXf+jjwF2fW/ZwFEVRFEXZY5zVnIw+kdG3vixKjEYjDEfDullcV0Cksq0planliYifG89E0fI9WBP2Tb0k0vbpXPmysihRDrLzlEXr+Okc9eeecbS8GrY5fnMtBWxhUQ4sDp+/gsPnXYDxyQrj9QmsAcphCTMwEDtt9s6Fzm7+Fgpw1VOfiV/4xmvrilz7iQdfegCv+MnnAvasBCkVRVEURTmH2PbsoFtBKWfWsm6oYd7E1VqLldUVjFZGseJS6Cbd9j+UodpSaxJO9SS93s5amNpMHT0Qyf9gsu0IKPKeEMn8TE36EQAw+9BlutP/wVoD7zmkJHkCSdYDAow89CKxM1xoSgcArj5WWTJWRhZXXHo5jhw7jvUTmyjWLMrBANWggB14iA+pVOme9qUyLfr7KXNYOYjf/f4nYnW4fyfQP/DEa/BfbnwmvvgXb1v2UBRFURRF2UPseHa0VSShj5mlYAUgWBgChmWJ1dEAw2ER/AvWwpgCxiJ0ly4tijJ5HATWAoWlaJyOT/2NQWmbPhCloXZZ17icorAoTEh/Sv0fyKBOdaon/yJgCWVbLZsoHoLFmhmwxsP7MK8vmOARSrQ6IVhB6CoNA1C45cIMYY7HNDGdScClx9pBg4sOX4h777sXbt3DHhbYFYtyYwCx45A6xeHGkeFQ3nWGMJj3O6mImM2lX3MDHn31ecsexlIZDSx+43uux7e+791qqFYURVEUpWbbAqJr2u2boG6nZ0TYELUnYWUlpC6VZdE2PlsLkxrFFUFcNGlGsfJSq6xrZrq2QVCkqk25HyKsb5rKhShE/9i73aeDjyE0mPPe1FWXODaRM0Qg8aEJHARCoewrbIgiCKf9pX4V5QDDocell16EI0eOYPNEhcHBIQaDEjwU+IogHoAJEQxiwBhqdaGe54dQFoAIL33Ow1EW9/+qS1vxpAcdxpVPeZpGIRRFURRFqdnVCMSs0q1hwdyjgUAoyyJ4H+b4HmwtDppJv+0KhsyDYK1FWdgQkciiEC0xYdArIPom4bmACN9DFaYkpkLZVc56SRiAfDBPewOgAtCIBoaApTFjsxcUhWDtwArOP/8Q7j16BO5UhZXzLOzIgCYGSOfgeOdCE+2psq1biQf1QMzg4mvwnY+9atmj2BMMS41CKIqiKIrSZsceiHnLZwqJmfum0q1DDIdDFNFk3Ezw+0RCjEBkZurauJz8D8Y0aU09IqT2RhiDwkZDsjEAggCAyFSX7NB5GoCgnvh7L3HfRkQAgCEDSJjdiwcsGEVRIM3rWRhWGOw9xNpwLMsoCoPBwOLSSy/GkSMnMTk5xujAAHZoUQwsXOVAniBRxCArizuvtKtGIxbjKc+9AZeet3/Ktm7Fkx50GJc+6etw13veseyhKIqiKIqyBzhth+i8pnHboSwNhsNkjrawZFAYG16dztPWhHWWgvchfDf1+8AWdcShKAqU1kTBEQVEUcCk0q4mmagLEKGOGhCFtKPmwuL1Rv8BiwBiwBCQZZADhLhuPMcUyrjGBUDFoWN1IRBYCDwKMfDOgI0N6UwUPRsiYO9x8OAQa+cdxMlTR7A6BuwqwQwK2E0XBAwAJh/7QkyLhUVKvCodhqv4uW+4VqMzGcPS4iee/0i87H3vBNgveziKoiiKoiyZXUlhanWa7jz9XuQ4qZv0YFCiKIOfwWS9G1IZ1varWd/1PORpTY1fwrRTm5KvwlgUpmkqB2C6NCo1HgUYU3eeBoKQIGFYBM+DhwcTg9nH3hEIlZNS1SYKxZdEihBxKJpjiwhs8kIUFsNBiYsvPozjR+/DxskxDqytoBgUcIMCMg4iAwgaRbL7qSJh56xe+zg8/IqDyx7GnuMF112FVzzqiVj/2F8teyiKoiiKoiyZXXGJbqfyT75N2s4Yg8EwpC+VZQljDQyZWlwksdD1ReRpTrk5eqonRKd3w9CWGNgyRCpMEBFd/0Rj3m6OW5YlCtvp7WAMBsZiYAsMbYHhoMBgEFOsStNqghdSrcq2T2OqHG1zLWVZ4PxDq1gZrWHz1ATsPOzAwpQGKCn+ek2lqLrxXacRnrI43/eCr9rXpVtncWilxM9//xNDe3VFURRFUfY1pyUgFq62lJdDzfZN+5dFieFgENKX6l4NBlMRh7yfg+mub6ISdUfq2IU6NW8LpV6LuKzpWJ06WvcZtnNxYY2JkRFTV32qX9mxjKVQbjaOoeyszztl5/0oGjFE9efRqMSFF1yIasKYjCcgC9jSwBQEY03sKcG99zalYAmmbr/Sx8pBvOi6K5Y9ij3LC667CquPeuKyh6EoiqIoypI5LQExrxLTttKXBiUGpUVZGFgTypIam16ALQilJRRWUFqgsGjEQXw3FnHibmAtYKygKAnlwKAski8ieCPqYxcmTMatgbEEW5jwssFUXRahgpMlA0shKlLaZMgO29j4MtagKFPUI4s0GINB9hqaAgMTIh9DM23uTj6MIJgIg4Jw/oVrMFRisj4J64cEW1qQtWAjECMASe2DaKWUqXBYmNWHXoerDq8sexh7lkMrJb7r2x677GEoiqIoirJkdj1XYyceiJBmlCovRUHQSR/qRiTy/hBpfRMRaPsi8pSjsB9aT/tB7TKuqfN0bj7OvQXpPZVrZWYYk0zToYu1cy74JGLFpuSBMCIoyzJECApBIQLOu1qzzTpcFxhYhwOrQxxYPYDNjSOAA6wtQIUHWQIZCh4NtMccvyF26atNEuqRmM0/u+Ehmr60Bc9/xGX4rWIAuMmyh6IoiqIoypI47dlS10y96OQ0TcqTN6CM4sHEUqhdgZC+J2GRex+MoV4DddfT0Dzll9bxyISUqTQuY0xvxk+6vm6vBWNMbao21gCutVddtlVEgsFaXDNOFjjj6xKy1jYCgj2jtAbDgcHh887HF+48AjdmlGsWpiRQQbDGwFN9qta9BSQ0sRNBKvW67SZ/+wVb4F/f8MBlj2LPc83Fa8DF1wBf+syyh6IoiqIoypKYKyC6JVq3It8+PnifOREPK0MZ1sGghE2pSMZOTfjDRL8rInoazNngNwhpRo03oX0cqqMcSYiQodiQjcL60Bq7uQBpJtyNgBAQmfo7EUIVJmGURZndk+Y4AoETB8shWiIsIS2rKMDs4bwBswVbhve+vtayMDh04ACIC0w2JxgeWI3pVha+sGAnoTM1N+ljQdygEQ15qSa0PSgKgAuvxiMuO7TsUex5zl8t8cDrrsXnVUAoiqIoyr5l2x6Ibo79VnRz8OsohRgYmDjhD2VWk3nYkG2lFBljYaiMy03WByJ4E2wUDKUpMKDwXtjUQyL2iShS6hLVLzICMj6YtmPTOUPBh1EYgjVAaQ0GpUVhw/fCUvhsDQpDYTtqti9i9CL1sCgLi3IQxkAEFAUFD4cJ5u6BMRhYg9IaWBvGYRBEDBEBtkBhS6ytDTEcrqAaV2DvQt+LwgKWAJv6QDT3eOo3A9RIPYcHP/46XHRQm8dthTWEG6/XLt2KoiiKsp9ZWEAsKhxaT7Xz1Bpq1uflW+syq600pbwiUZa2lEUMWpGIKb9EO3WpKNrHs9bCxApLdRoTtVOn8u3TulZqVWd8+XFay9MYaoN148kI23dTtaj13ZpwfYOBwYG1VfhNBjyBrI3m72Duzm/31P2vf5xFf+39x3Oe9ABYowprEb7p2ou0nKuiKIqi7GN2zTHal1vfFRy5eEiT8SKWVp01kScKDV3LlkwAACAASURBVNooVkEKk/e+0qf5pN3Ux572T8TSrCZWbiKBIds6r6XpmbYxpmWiTp/TGJMHQtK/tC0AsbFJnLXwEBhjQUYaoSAWlkO0xFkGkYuRGAKZVBYWOHBgBfcdIzjHMEMLKoKQcSllKbvvyQwuc1SD+iAixQDffO2lyx7FOcOjLj8POP8y4L4vLnsoiqIoiqIsgbkRiO1OMLfavlVeFAJjKfZ+MD1P8jtP8y2iwToTCbWPgeqSqoU1Ib3HmJgmlI6ZRRdsTGOiKEYMxd4MYT8TxYpN25OJaU62aXBH7XV5ZKLIxlUbvE2MilAcV9quaERRkfWFoCia8mZ6a6MhSAzcJAgMWIoRiOC/iIlKC3kbtBpTxgVX4IoLRssexTnDRQcGuPDhX7nsYSiKoiiKsiQWSmFatBzrotsKACGGLUycNKcoQx59aL6HlCUBGYRUpSJVUoq9HzI/QvAihHdDgCWCMQhGaYP4ihWgYGBRhG1IYKOPwcSoh0kei1woEMWeEMGnkLarPRnGxPOmVzhGYW3sQ1FGkRH6WuRpWGVsclenThmKPfjCMVYGA1gY+HEVTN+GQBbh+nq1QL9A2M5vtR8oL7wEB0davnVRysLgyV+jFasURVEUZb+y0KxpVunP05mAhuhC05+BOl6DbgRiKq0pT0my0Wtg7dQ2rWhBnuKEJiWKDFqCxXQm2HkFJgB1uhIzt5YZYwBhSNRlIgKL0OehTtmyFlwU8N4H4cAEcm7K/5GiGfm1DIcDlGUJV22GCksWEEPxBQhT20gtrQYQdQqZRh7aPPQRV2NloDn92+EBF64uewiKoiiKoiyJ0+pE3W0al0+4F0lnavoymDoC0e31MMvQ3GdeTqlEtrsuN1xbC0JWiYkoVjCKn0Ft8WFM65rmvWYZrluiJzN752ZxmypAdTwbuYgqCovhaICqYjCHiAxsMFSLmf1TtlLHVDxMceNjLtdozDZ52lccbsp+KYqiKIqyr1g4b2Or6MN2GpQRQppQWQQ/AhkAJpYijWlGhgSFpWhyRp0qVL+bmF4US542foPGG0FpmWl7GwwBRSzdGsZiam9DECKpTUUSRIgN48LTe2sotnYIvRY49oFAvC6JVaeECExN6ViRxs9gCwvjHQzHFKQUoYhjDSlXSeSk1C3CaDjE0XULsICKII5CLhcBxCBqfgcigCRGHuKNb8kH1RKAsXjmQy5c9ijOOc4flkAxAKrxsoeiKIqiKMpZZksTdTeasN0+ELOOW0TjsrHUEg9hsg0QJIqH8KLMb1CbmqOPoUjGaBvem5Kv1BitU5QDUTxEoZDM1Kn3Quq/YKOXIomX9NmmPhKEenJPkHo91YbmOKcniRGOuC4bU1FYWIvmHGRQZOZttCIcoXLmaDSE8Rbe+aS0QDYcnAyiGUKaaApiNVeJeoGobvKnADAWF4wGyx7FOccVF4yAtQuWPQxFURRFUZbAXAGRypXmaS/591npMKlT89wTR+9C19uQ/A8pvSiVMzUtL0T0SGTVlWz9snXKUn1MdNOLuqlQzXrUk/3+NCUArTGnV728k75EZHqur9tvIomGrCxtz37GGqyMVgAArnJBpJgserJFpzhNOOnBhCaByvYYFAY4dNGyh6EoiqIoyhI4LQ/ELMJEe3pSlk/C83z/rndi6pXl9+cCI0ycTbMs9YXIJt1AqLoEIPNSdLwLucmapif684TErG1ysdM1fuffU9nWWsikEq5m+pyhodwAZAjOu/raEQVPfsv7xV3HFH5av/L9hMNX4vLztYTrdjkwKnD4Cu2doSiKoij7kV0VEIumNtUTa8qe3s95Ql+XVa2XESyFUq5kQ/pQGf0QAGp/Qmo+Ryk1SWJT7M55gjeAYwrVdJpWLnIMheM0x+sYx9MxkUUkEMvJEsV0LKnHZcnCwIR0rJS6hfDDtHpXRLFRDgysJVBlIJnfgiy2DDGkpnK1uFBDNWDsaafkKYqiKIqi7Ce2NFF3/Q996Uu9hurk2p153HYaUXdin1J/UgSi9ZQfWS+GOOm3mXcgiYdcRJj4BD95HNoiIgmL5nq6112/C0DEIErdpwUCagkM7uxjiCDGwDAHL0Ptk6hdF/XykJYUPBept3Q9FpEocADyqSwrgtpIRocon3rvOcIJGlO1TpyVnWGIcMll5+G+ZQ9EURRFUZSzzhlJYVqEPE2ni6l9DpmXoFsONXoGck8DgLrXQTpHimC0xUrHHJ49iO9LSarHS9E0TZSdp79nRN/+4QPqiXta1Pgv4nWbVEGq09MiGrCNMW0Bl/71CJ98mSDzr2z7F7t/YtcOwhoVUtvFGMK116iJWlEURVH2I9tqv5tPzhdZPg+qPQw9/odUzqh9knq7Ju1pumt1nfKUpR2l/RLGdCfa7eN2t0/XWE/chbPrTuVcY5O2bB9jDCQ2mPPeh1SjJulperIPoOmJYXqvIY3TiUtLG/+DRhS2zVUPuhyr2kROURRFURRlYbYVgdiOx2Gr9SnKkE/2m0l8mkzXU20QpWhD8CsgpfskP0IeYaBYUhXBb0AEkBGQEYC4Ncb05L875laKU0yZAkt45aIHBCPB45B7LHIxAnB9rc1503lSmVcDQ0UrFQrI/BYIx7YGKKkIXac59ppA8jfE/8YqWN0KWlOCSgUHAL0NO0Xvm6IoiqLsT7bsA9FlfunWxaHWv/4tumPpVifKezu0xpEtCIKifwz1JF865+iKCTS9HerPU9GDnnHkB68n+NKumkS5z6GbMpWNteUZiY7paHmozdEQSB0d6RuLouwe3/CV2oBPURRFUfYj24pALNb/ITEtANJ7d5LePV538tw3qU/T8ZT7n3fCTlP5eSlJ0+ejqVSsln8grmtHFtrb9JnBu9eemuER5aKgdcT29p10q1SNqb69mbUidoqbeZ3TqLBQds7hoTbgUxRFUZT9yEICYpEn2NOT/NlVmsJCtCbenVVT+7ZHILEaEjUT6J6oQPalXpb7CnqFSz6BT6+O2OmKibbw6AqjHuEjUkcI8rhFbW9uCY/8OrJriGtE2sdYWD5oVEJRFEVRFEXZAUurwgRMl4JNUYC8WhAQU3TExy8EEQJM6IEQeiHMj2h0vQAQBoFjOdXYd0HCiyDRVxE9B9T0dMijHH3nSaPtO3ctliQ5GhgMD4BDmVcSiOUUUwGRAfv28Rr/NoM5xF+EkkixgISXSHt8dUREGlFUV3xVFEVRFEVRlG0wV0BMTbwXXHfaSH/aUkPPU/t87dR+LUNA//LuouQv6IlSTI2G8v4Y3Yl7Om1zv+o0J5OupA5HZNdHdQSiK6aMofBJ8u3TuacvqXt9s1wn+5GDB4fLHoKiKIqiKMo5xZ6JQCRSdaAm1We6mhDqdbUteWqb9iQ+S1sCWnk+YT/u9T90x7hIFapp4dM9Zj7OXD5MJWlNnbcxkpvWsaQlJtrXP2+cCvCkR16q90JRFEVRFGUb7JqAmJ6w9j+pb3ZIb6cTxZghLtKUXCR2i56xd3civ8OoSt8+XeFTp2dJZ5+mnmsnzUrqO9g+VvseUmgtHV/bHvq+R5vIKYqiKIqibI+lRSDqCbFMPw0X4dbyqfKoEnwLJNMT9bDRjHNltKINne+zIx7zq081jeWSzyBO7FP/CGkbD9IxOcZRwlqGiAeJwIRvYX2q2ioM4Ub4CBuAKTv+YmhpV0VRFEVRFGUnLCwgdmPCmR+DY9rQvG27ZWNbKUrcxC5E8if80ybsvmPnkYn0vS8Nqj+KMFtgCM9enzwVaYx5/KXeNzNhhGXcOiczw7PPDpxeKh4URVEURVGUM0+xyEaLdJbeznFaE2Lh1uS9Se1p9kseh7RdvbzHI5Em6t31+XfkPgVpT+LbhmiZe23diX1alj53RUrrnaV1TcnP0RIZnbExh3vlnQdAYI4ipL5GFQaKoiiKoijKmWWhTtTdifqsSXVfpKBvffrMzPVEOl8uPP9Jfj2GbOLcEiHoigbOxEd74s7ZJH1qrDR97fl56mPGnKXuhH/qmsNdRdI4zPmxO5EGYXBHDEEEzALnfag5K/EYdTSG+qwnyhw+cut9GpFRFEVRFEXZBltGILregD7x0LecaPp5eOtYLGD2valKYeNuedQe8VH3O+ikIbFATBYVMDab9IcyqBwe9Yf5Nkms/CTt5nECAAJqeZvb4wkeBcRXnoLU4NjDC4e0LUZ4xXJQVIuUeMwkKoCwj/cApzEI2BMqFsgIYCKQR/Q/ULgOeHTvfJ8Qo65pe5/y95+8AxPHGJZ22UM553D696MoiqIo+5JtmainRcLOH3enyXw3fSlFBfp6MKT98u1mPb3PfQtpQt33tD+umIosMDdyoDu+rljpG1tfxKIWHTHywizwdepTXCbcurbusZ33YJFGeHAQH4v0dpgp1vYxx267Dcc23LKHcU7ytr+/Z9lDUBRFURRlCeyoClNfxGE61WiLY6CZqOf7dyf5+fGn0ofi/lOT9CwiEV7TE/l8/HU6U3Ys7hw7/95Nl8q9Gfm26TqnhEkSOcxNGlLmfaivrSNCmBmuqgABjLHBD+H9wmJA+x30cN/t+Icvn1j2KM45mAV///n7lj0MRVEURVGWwLaqMPU9EZ+VHhM2Qvs9Iz1998zwvhERjWchO36vebr5zAL4OOFm5to/UEciOuMUafwHzFL3Ygi+BG5N2utoAKLJmRC/p7FNT/LrcTH3iAMf9uVwXN+NwHB2vuz8LALvBRsbm2AwjLXhulii2GA0XfLme1SUDO/wZ5+9d9mjOOfwLLj1s3cvexiKoiiKoiyB0+4DMd15ubO+Z86aJv3OhUkxS9dQ3DY+p8l0vn9IAQJECAICk4ligesJtSB6FLopRcnILFRP7n16mo8wD889AgyBF4YXgRepfQ9OGEJoiQ0AzYSfOR4fYEa8Vg8WF8biBV7CZIw9AG/AoLAtAywEiV25PTOcA9Y3x2ALkLUQz40HonZbG6iTenu8+yN3qLjaJkfXKxy77R+XPQxFURRFUZbAXBN1PqnabvoL9XzOU4dEBN57OOfiBLzrheik9BjTSgHy7MHcLGP2YKbwEoaJ+xFRaMImWQ8H5mBApsaEnV+zME+Vdm2t76Rb1efppCnlfozWPnVKVT72+O5TBCVfzzF9yWE8nsCYYAR3Low1jmyx30XN01P8w9/djo2Jx+pwoarGCoC7j4+Bk5rCpCiKoij7kYVnTGnSuVt59JJNnL0Pr1w8tCbi2QQ9pR2JaU/Om+0bUZGiI0wEJq7H7gHY6CGou13Hd2auU5rS8nmpW7kxmju+hcYsHaIbdR+H7LrbvojMRO3b65kZVeUw3pzAlCHi4L20U7GmojjT6WV9v+l+Z3LHbbj35EQFxDa47dgpYHxq2cNQFEVRFGUJnLEZU1dw9E1VU0+DZASuez+whwi1JuWeY1QhPp33nafzLE0qlOHGg0BEYEPgkGsU0pNAIHBrfOndGBPWxPEbY+o0Kkj0S3Qm6D5WRqqFQ5Z+lbwZgia1yTmG8xyvvfnsmEPJ1yQyvIf4ILS89xhXDpVzMCuhDC07DulLjJZ4aN13FQlbc/Je3HbfKVx94eqyR3LO8I7P3Lt1pQRFURRFUe6XLOSB2G6n6fS5JR6k05guvnvnwssHT0OagNfehCguauHADIbAQeDS9/RkXwQsBM/SfuLvuTZsc0x/qnszoJ121G0wl5uzfayOlEc9vPehtGpLyASfhGMPligUasN48D04z3AcfBDOe1TeY+IcXH2emJ7EQVA5z9jcrMAkoLIIEQfPIZziAcPtxhsqHLaBd/ifH79r2aM4Z2AW/O9Pq4FaURRFUfYrCwmIRSejXW/ArP2IQtcCkWYCnib83QpIeTpQLgg4Pr1v0oKalKjcgJ1Shnxnkt8+9oxSq53zci0CmuN57zGZTLLjt68lbdu8gmBy3jXbxiiD8w7OuWb/JIS8wHtgY7OCGIAMgZ0APpW7bczmW93/0/G13J/5wMe+FESZsiWOBV/8J/U/KIqiKMp+ZUsT9elMMuv0oPo/7WMzS/Q/OHjnOyKhSW1K34uiaAzXsLVQ8Mww3PR7YCZQqqokAkOha3M9rmw4xhgAAhGCMSakPNXG5E7URBrTctcXMZlMwviEW2P23WviJmoSrt3XpWyZ24KjFkMicBWwsTmBKUNVJvECcPRtiKR23DNFg0Yk5vOPn/onbEw81kbqg9iKE5sOR2+9ddnDUBRFURRlSZx2GddFJqYhXal/X2aGc1KnAXUjAe2n+VyLjmAylvrF8el+xT6alIMRWaIvwvumpGqe0pTSi+rUIwHYh9QiYcTz+EZAoPEy1OLFGpAx8ZhJFDWiII2BWeoUpXANAu8Y3oWxMzuw+BiFCPs6x/CVx+Z4jFObG7CFgXASEAJiCaVyswjEor+NiooGueMf8MUjG8sexjnBnUc3geNfXvYwFEVRFEVZEnMFxCxPQx/bTY1Jjdi8F1QTX6fuhMl6XqEpPY3vdIeOEYfKS/NEP5mQ61Kp8T1WK6ojHhzSpmpvQuzF4Dnr3YBm0p8iA7mgyaMLqX9bu7qS1CImFxSVZ1TeB2Hg8nUe3ldRSMTjMMAgOC9Y39yAkwpkKfaNYAj7ICJ6xEPf76LMYeMEXvvBLyx7FOcE7/n8PcBExZaiKIqi7FfmCojtTD671YymN+g/fu0TcC72hEiegHYqU2sC79uehtak3vuWjyBM9PvFSB3p6PgUKnaovEPFDj7rx9A7Fun3S/SNrzZdx/E552r/R//LYeIqTCrGyVMbEAuICX0uxHP0QMT0pJ40pVm/hYqKft74to9jY+KXPYw9zbjyeM0ffEwrMCmKoijKPmahhO+tIgp9zdZa+/fu1KQwee9QVclAXLR8Ay0/gfcwKVUofjbGwDuCM2Gcxhh4AA65B0PgsvKmHKMMQPJAxPKtHPtCGAMQQGQAZlhpfA/pWut0K6Au25oM2U1EwcfqUpl4iebvZOwO6Uu58HFxXYyUsMPmxOPk+iZMEYrPMnNobZ0bwmfc+0V/MwU49ckP4ZbPfz2e/NCLlj2UPcun7jiBe2+5ednDUBRFURRliSycwrQoC3kisjKuwQPhUcWX8ymVyMBzqPjSfUrPPpRg9dHv4HzwUdQpQRK8Bs7HSkYxNSn1XEhRiNqHkLwQIvCdSEOoEhV7NSSPQ3x3cb+q7uuQ+jk4OHaofAXHVaiu5B2cr1A5BjPiWBycMCpmVM6DGRCPMGaRMFbncGp9go3JBKawYCGISz0zAPJAaLU9LeC2qsKkdKjG+Lm3/b1WY5qBiOBX/upWYLy+7KEoiqIoirJEFopAbOdp9axt60ZsaLo754bpqqowqSpUVYXBoAziwQuMZ3jj2xEIa2DZwqXvZOFN2M54QlW3RDAwIZQAAHDwQbgYgrVpOASiMGbqNGEDfN1ILl1bek+VmlKTuyaNKaQr1R4Lj1q4hAZyEoVSED8VJ+HEsRJVMoaHfSYTj6MnjkMIIGNic7ng60DsPp2iOal3xqzfZZFl+51b/vyDuOPF1+OqwyvLHsqe4+h6hTf98d8uexiKoiiKoiyZ067CtAgC6cmZbldbcs6hmkzqVCb2uWeh63VoPtfRiTgpd7Fbc4oETNLT/8yk7VvHcu3oRser0Nqvz1/RWe69wDkBe4QXIwiHKhmnHaqqanwQVXY85thULyyrnMf6hsOxk8dghwSh2Dwupi/lTe0SveJNhcLi3H0b3vCxLy57FHuSP/30l4AvfGLZw1AURVEUZcksLCDyieq2y4MKeqoEtfsrMDMmVYVJEhHetXsnJMHQmdBPpTbFhmyVc7G7c4hqtBrJZQLAOd8rCLrN5Lrm6ak0pyg2nPPZi+GqsKyqHKoqvPt4HbmJOoim9vHG4wpHjp2C4wpUhEiGxFeIPEw37pvVRE6FxeL89pv/Dptqpm5ROcYv/MHfBVWsKIqiKMq+Zte6ZslU+s/i+4VJuaCqPCaTaKiuPMqiANuYzkMO1tqQsuQ9vDe18dmxg2ECvIGYcFEGjEocUJQgMBiAUDBYl2LALDDxeEZC4zlDBiABmXpw4ZriPFsgIKAxLrNAkMrIRrEheWlWieKhChESV8FxLOXKgkk3esFRBDkPV3lsrI9x5Nhx0LCAGAOeuJC+5BiIgQjIdHpVfm/niT41Ufdz99/ejE9/6WvxmAeev+yh7Bm+cO86vvg3H1j2MBRFURRF2QPsatvdeRPSvjXdpnGu8qgmDpNJBTdwcK6ALSiYnQ3BOVf3ozCm6RxtiOAoNHMDBQOEAQABCASIgYgFQLBiAcOwxsCINMcwBsZE/wZnYkjC2KXztL+OUEgUEXXUIooHJzGS4uGqKpqtXW0KD2lW3TSokIY1cYzNscOx4ydQ+QmK1QKOGeKCeJDofRBp0pj67ussNPKwBZsn8cp3fgZvfMnjVWQh/L38x5s+B5y4d9lDURRFURRlD7CrAmJbiABTZmqPqppgMikxqSYoCouiDGLBRaOzMQbW2nrSnQSEIdOUbRUBxdKr4VwGrSQqBmBt+MhcRzKSmCCTiaGsjXY+MW8ERFNKNYgID+9iZanKh2hDTGmqYiO5Jt2p67FgTJzHuHJY3xzj6PHjMEMDGAKPGewE8B7kBcIcRcTsKEMyqyvb591vvhl3v+AxuOTQcNlDWTpfPLKJP/y9dy97GIqiKIqi7BG2FBB9VZXmNSjLO1ZPpTUJ4uP85mPaLvVgqJzDZDzGZDDEoCzhnAERYBDSjZz3MM6BqOmOnQsIIoKBgMRk42IkASECwBIQz5mqLBFRXeUJBBiTdeGW6RQhFg4N70TgvAv9IGLzN+c8vAtlWCcuiALnQ1pW5Tsm6sw74TlFHyocOXYcY+dgVwo4CeVmxQngJeQupSpM2DriMOu3UnExh7s+h/f845fx/MdeveyRLBVmwc//+WeAuz637KEoiqIoirJH2FJA7DSFY0p4SKymGpUDdbate0JUhPHYY7PcxGBQhAgEERwVIA+QYxC5GI2wcdJvYbxvjTc1XGPnUZjwJN4zUBQCkQLWAhaAkSAQTBQfJAxLBPZ19VfEOqkhGBGkArz3EOamXwPHpnAMeBcMz5WrUHmpq0JVVRVM3lE0VK6K1aI8WBDKt04m2NzwOHp8HTQisAF4wuDKQ1wF4ipUYEJs/zCjZ0GfmVpFwzYQwU+//hY855euwMrALns0S+NTd5zAG1/3pmUPQ1EURVGUPcRcAbFICkyfeXrLSaoIKOuvkDo7p/M55zGZVBiPJyjKAkQGZEoY71ERQAawxsA5F9OOHEw8jnMuTpSD50Ek9H0QNnUl2TBSCxEJvocYiQCCkGA0UZTw1k0TCj6G4HcQVFmFKJZQtrWqqtDfIjagCxWXmuiDcy6UcM36RkwmDuOJw9FjxzDxE5QrFhMfKjml8q0SfRYiTRpVft+30wdCmc+9H7wJv3nzo/DjX/fgfemFcJ7xw2/8KHD87mUPRVEURVGUPcRZ90CkyEQeoeiWH/VxMj2ZOJRjh8KW8IUHM8XGbASOPgjnXIhQZMcHUKckAYARA5+nV0no/1AUBay19XIiAiFGIzAtIILQCQIiVV3yLHAulodlZA3kUs8JqaMPuXhIVZe8c7FCU7jmU6cqHDl+FFQIGALxHuwc4DhEQSRUfMr1gIqDM4R3ePUv/AGe8RX/el9WZProF47hlje/c9nDUBRFURRljzFXQOz2xHSrykAtL8TEY3NjAmuLONE3sBYgsvCeUFUVEE3V3pjGT9FzTLImGKmTabswMEz1+ZJ5GghVmwghStE8dW4/5YcQBDHlyjEq31Rh8px6O8R+D8yxJ0TbMN367GPEZVLh+MkNOHawoxKV93CTCuIYEpRTME63HCSL3V9lhxy5A9/2n/4SH/6Pz8GhlXLZozlrbFYe3/nam4GT9y17KIqiKIqi7DF2PQLRZ7ruWz6rYlDthZAKm5sEawuU5QBlaWEqgjHB4FwRAc4huqnDMYmQ7NLBqRCf4ouFt4CFh7Whj4M1Bp4By4AhBoGicTp0fKZsgm7T5+iDQCzfyt7DeYaroxEMxx4VezBLXVmp1b06iYrYaZqjuXpSOZza3MTxU8dhSxPG7wxQEeAAhAAERAwQozTb+U267MeUnJ1y3wfejR9/84Pw/77gOlizP+7buz59F+78K628pCiKoijKNAsJiLn9HXZpItou5xpkwGQygbUWZVmgKAAyBGubdKN25CBVXI1WZ+G8zFPbVGwIYppGdOlYyObkeUoTk6mPkUieBxfTmFLqVZVM0Z3u2Xnn6dZ75TCuPDYnDsdPrmPsHExJYB/6PojzTedpjs3rFuzxkKeLzbrfygKI4I3/+Q/wosddjqdee8myR3PGue3uU/iuV/wJUI2XPRRFURRFUfYgZ8UDkU9Uu/6HWdsKwiR9Mplgc3MTRRn6P4Ru1AxjfKeRHPUeh5nBxkJs0/yNDEGI6s7WkpWEBQgU980FCoBgYI6fk0DwPlRiCp4IHyIM3mfrm5Qll1djio3jxs5jY+Jwcn0Tx0+ugymIH+8YXAHwweQN5lgMSlrCYFYH6vyz9oPYBdaP4UX/4Z346K9++/26N8SpTYd//pr3Al/4xLKHoiiKoijKHuWMlHHtTlrniYVU/ajrR0jfq6rC+sYGjCUUhYW1BsZQzFwySK6F6bKwJlYqEoiV+lzMDLEGhbVgFhgTSqWCDEwcp5HkgTAg0067EoQoAAvHsq0cWzNw/UqiIX1u9XzwPpqmQxnXSeWxvjHGkeMnsDGZhBba3tcRCDDXEQjJm+OhHbXpu7db/T7K9tj8xF/jRb/zALz9B2/AoDBb73CO4TzjJ97yd7j9L96+7KEoiqIoirKHOSsRiFneh1leiWZSHMqwVlWF9fV1WGtA0QNBWAmyQQgEAaRqPY0Xsa1KRbXvwRgwG1Se667WIfrQTKqtpLFx7xi993UjOS8hApEEQxI+TRUmRpWZpaXy8JVH5RjjSrC+4XDsxCmcWD8JJg8jBHYCGScSnQAADMFJREFU8QzyDHFBPKRjC2anHs0TE1ON8JintlO25pY/eBP+65Ouwvc+/ppWs8H7A+/69F14w6/9d2CO+FQURVEURVm4D0R3It1ngu6uz8u0zlqfHz+f3Cb/QfAWcKzKtAkbowdENuvV0FRhylN78uMZY8AxZYlj2lNRFPVE2kRPBAAIwvq+9B9B7EKdog0xZSkJB8nEhHOuXl9HIpzHOPoeNsZjHDt5CsdOnAB7D4KEyEOstoQkGvLrqf3cpzfJ07SmHVKN8bKfej2Gv/QS/MuvesD9RkTcdvcpfMfPvgXYPLnsoSiKoiiKssc5I1WYgMVSn/pERu8TdIReC5ubFchswNrQJK7Z3gJZY7WiKFoCwlpbCwVmhonL0jlrL4UxUTig9xokVmFyYAgLPDM4ioU8+lA3lYsVl3IfxKRibE6CeDh+8hTuO34ME1eBBIBP6UrpJb2Rgj7fQ9/37u+hgmGXOHkffvinfw+Pft0P4rHXnPv9IU5sVHjuL78P+PzHlj0URVEURVHOAc6IB6KPWalL88q+1p/jv6pyoA3Amo3a9Bz2L0CwAAxEPAQEAcVSqoKiCIZr730wYhsDjp4IkwkISt8RqzrJ9JgYEkzTKQpR+xOCiZpZ4DgIBokRCu9DFGI8qTDeZKxvjnH81DruPXYMY67SwSEx6lBXW8oiEOE+TIuHWWJiq3XzlisLcPROPPVlf4j3veYFeNTV5y17NDvmzqObeP5vfQD/9K63LXsoiqIoiqKcI5z1TtTbJUzaYxMEGFQVsLk5AdXpRgzQCCJBMNiCIBREhzcCawUiHtZyHXXgmK6UhIO1UUBwNFEjj4o0Ju/0nqcr1QbnlM4kHk5iJSXPEOdQOY/KCTYngs1Nh2PH13Hv8aOYsAco+hFi6VcjTUlYltBxupXGhGk/Q9896/vcRY3Up8ltH8VTfgznrIj4/D3ruOGn/wSnPvL+ZQ9FURRFUZRziB0LiHmeh1lpSTuesMbGy2niPh5XwfdAoSM0BBAOFZcGcQeRRjCE3mtUeyFy8RAiEzZUYEr9JbJJeirt2hUQLSHhs+pLIuB4Lu9j9aUqlGtd39jEiRMbOHLsKJyrgh9Dolk6lmuVmLbE9TnmV1vKx9RdppwFbvsonvLjBh957XfggRetLns0C/PZO0/ixpe/VcWDoiiKoijb5oxHIHalZGi2e1Pe1YE24sReQh+GtG4wLFGiqL/DEoTRiTrYxv8ABlEmLOA64icMIPkRcjHBdZqSAwQIFgYCc+jz4L3DxHlsjCc4cXId9x07jklVhXsSvQ7iOe4YIg/dSlTKHufWD+OZ/+FSvPdnn7Hne0QwC97/2XvwzT/++8Cdn132cBRFURRFOQfZdhWm3Xiy3RUV+WS97z0EGfK0HIZzHmEpQ4TrJ/WDwQACD+YSZVkEw7UE34MhhrHhWpgR/Q8Se0oIjBEAHhDf6mJN0VjNdR+GdL7YhZoFLAL2Hp4FzAgN5jxjUk2wOZ5gfWOMY8dOYjKZhEPHvg4swSvRVFxC8ELEqArQvvbUcrsvjWmr3g/KmeOu97wDX/NTm/hfL3s6HvvA8/dkdaYTGxVe8ef/gNf/+h8Bx+5a9nAURVEURTlHWYoHYpZpepaISJPmfFtmB+diMy8hiGzGaIADSxnTh8pQkakYgE0R+j4wYIxAjIAJIGIEO4Wvy7gGgTGr+pFA4ADEqk91xCGmMLGPJmpBNfEYTyY4dWod6+tjTDYrEMdjpIpNUQBBQvqS+JS2FK5ZKMqHrHzrVgbqRcTCvJQoZWcc+9BNePpLP4lveclz8YvPeQQu3iPRCGbBJ24/jue95ibcc/O7tM+DoiiKoiinxbYFxKxIRNf/MI953oje/TupPPnE2XufltbfvWcMB6ECU1kIpASKaKL23sMYtDwQqaJTEhDp2L0Tc4pRCsTu0z50vfZZs7jKeUwmDpOJw8bmGOvrG5hMJo3xOvdPIKYwhRBHfR2NYRpTY+qWv83XzWra14eaqM8Ax+/Gm375/8Of/tkT8bqXPQ3PfPhlS+1arVEHRVEURVF2mx2XcT2dlKZ5wqHfM9GeFIuEEqy1xwGha7TAhbQgZnjHKCuPsvTwpUdRWBRFjEJYU1demicgZoweoKZxXCygBO89qqrCpHIYTxzG4wrjzQrjiUPlKjB7AB4cU5PqCb+ECk5JQIjk1x5CL7NK4G491ul7rVGHs8P47z6AF3//h/HY5z0Xv/Nd1+PyC0YYlfasnf/Lx8d4+6e/hJe/7oM4+dGbwx+poiiKoijKLnBaKUzbnYzO61XQpZXGhCYCEebB3afvHM3HDGET/QeCyjFKx3BVhaKwsLETdVFY2MKE79SuykREIcgQjhzOnT/VRygLC6AWEM55VBOHyaTCeFxhc1JhMq7gXOgLwRJ9GpBGPMRKS6h9DwA4HT8TDbT93g8qEvYI1RgfecMf4qvefhPOu/aR+ManPgzf/VVX4WGXHcChlRJ2l30SzII7j23i126+Db/1+vcBX/i4pispiqIoirLrnLYHYidPthfZZ8pITahTeoiaeVHzhD30iXAuyA0WB+dDGlNlAWuoFhC2iCLCGFCKSAR3dRAUZGEIIV2JBGRSd+qmrGpKR3IulmkdV5hMqpC6VIXyrd2UpeBr4DpKEoQENZ6H/MKAVuO43UY7U59Fjt+NYx+6CW/40E14QzkELn0IHvyYh+B7n/FgPP0rLsYDL1rFaLDz6IRnwW13n8JP/MkncdMfvw+4+7bdG7uiKIqiKEqH0xIQi+bQ96XRzOsj0Xfs1npp6hKliXCr9Ck1k29mRhFTlgwxyFD0QMRoQ4xAWBv6T4doRBFSnEyY05uesXgOIsBVDlUV/A6uCv4Hz23xADQlYIOAyHwQIr1VlfIIRPrerbi0nYiOioU9QjUGbv8kPnf7J/EzbwN+ZvU8rD3s0Xjq1z4M3/P4q/CwSw5uq3DvPx1Zx4++4aP41E03A0fvPGPDVhRFURRFScwVELMm9X0m3u2yVX+IXHRMn4NA1N4uwcyhEisaAQG2YC8g4igaJIoDqhvFhbKbMU3KFDCGUBQEMiGlKU+dSudJlZecYzjH8C6Wc836RUyJGwnlW5vv7WhKSyR07kX33ixyL+f9Tmqi3gOsH8Opj7wfb/3I+/FWY4HV81opczNJobjNk0GUKIqiKIqinCWWUsa1S7cqE7BFBKJTnShtXz/t9/FpPwvIGDgBDAQUhUISBBS7T4cDxHOAAHhQjFKExnLZeNJ5pKkCFXpAxGZ24CnBkAzSQOoZgVo4SH3u7B0CIdT+iEXv4W54UpQlwh44ed+yR6EoiqIoijKXbQmIeRPO7UQk+sq4zkpzmpmSE7rLzdyePQMGocqRBCOzMQYCA4jAoBEPbbESTNK1oTp7dbdtlWOV1BiuXaY1hkI6PohMV2A6ZamOSMy5f9tFqzApiqIoiqIou8FZj0AsKkLmigqglSfeJzZa+4qApPFKAADH1CUiArFM5Z3nEY/8vdvkrisiWELlpvQ9dJRu+yH6/Ax996bP86BpR4qiKIqiKMoymSsg+iar3SfZiz7Z7pt4L+qB6C4ntNOO6uVZpAAIPgUKLmgQN+MUQ3X0gohguf96+wREdyyzBER9jdLeLt9vq2vvfk7XdDpRBBUgiqIoiqIoyulw1iIQs56yd7fZqjoTENOXAOS9IQjt1KIcYkAIIY2JKPRcIPr/27uX7UZhGACgsuf/Pzm4C8AYYojL5HTa6b2rlIRHs7IiS4qUc0SUmOrV5kFypcYnc64jrcFMSbu7R0SUaS2MLvu2rfOD7Iu5oymMPikCb/+Hka5Ld737egAA/A6f6sLUepU9uPtLdy/z0F3opnkxP39ge33MRNRzl6410zJTIqU8Fzw390qxX+THMuQ6nzTW3IqknzsutffeZR6OAUgnsDrb4vROMhEAANzxLbow3bXVRJRdBmJ9L2K/daoeLxElHpGmtO/EFLHMkNi2SEVEPKK/4F4DiDJ1AoVm0V9nQETUjMT6bO15vXMBAOA7GQ4gzrYW/U1HoN71ru51dv8mF3HZxWl9/Sct4UaJedr0EinU7UX58HwpRUmdAufSBBGd7+FVFmHk/WOQMZqZeNrG1SlKBwCAz7oMIGoRclz8At85diyYfvWZ9djVOevxnPPu7/p+zAFAznmeudC0eD0Owzt2cYplSFydMrF0X91lNWrB9mG7VES0e5JKzHMemokV206rtTYiPX93Z4HB2ZaoV8Hbq4AFAADuuAwgHo/HVz3Hl3pq2frG61miAwDwP/vRNRB3vXuRL2gAAOC3yP/6AQAAgJ8j2RcPAACMkoEAAACGCSAAAIBhAggAAGCYAAIAABgmgAAAAIYJIAAAgGEfJx+Qg3dNs9QAAAAASUVORK5CYII=",
            "text/plain": [
              "<Figure size 1008x360 with 5 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1008x360 with 5 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        },
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 1008x360 with 5 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "# Load image samples\n",
        "display_image_samples(dataset_train)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "axkqWaZ7z_4p",
        "outputId": "a9bbe915-ef27-4310-88c3-eaf7426f2a24"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.7/dist-packages/tensorflow/python/ops/array_ops.py:5049: calling gather (from tensorflow.python.ops.array_ops) with validate_indices is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "The `validate_indices` argument has no effect. Indices are always validated on CPU and never validated on GPU.\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/maskrcnn_colab/mask_rcnn_coco.h5\n"
          ]
        }
      ],
      "source": [
        "# Load Configuration\n",
        "config = CustomConfig(class_number)\n",
        "# config.display()\n",
        "model = load_training_model(config)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "8-jOYsTX1ynJ"
      },
      "outputs": [],
      "source": [
        "!cd maskrcnn_colab"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "8rmNPYcM1-Ug"
      },
      "outputs": [],
      "source": [
        "!mv mask_rcnn_coco.h5 /content/maskrcnn_colab"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SyzLXzF5BqiN",
        "outputId": "e58e5ec2-cfe1-4332-eb6f-b5ccfec81b5d",
        "scrolled": false
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Starting at epoch 0. LR=0.001\n",
            "\n",
            "Checkpoint Path: /content/drive/MyDrive/seg_images_save/object20221005T1137/mask_rcnn_object_{epoch:04d}.h5\n",
            "Selecting layers to train\n",
            "fpn_c5p5               (Conv2D)\n",
            "fpn_c4p4               (Conv2D)\n",
            "fpn_c3p3               (Conv2D)\n",
            "fpn_c2p2               (Conv2D)\n",
            "fpn_p5                 (Conv2D)\n",
            "fpn_p2                 (Conv2D)\n",
            "fpn_p3                 (Conv2D)\n",
            "fpn_p4                 (Conv2D)\n",
            "rpn_model              (Functional)\n",
            "mrcnn_mask_conv1       (TimeDistributed)\n",
            "mrcnn_mask_bn1         (TimeDistributed)\n",
            "mrcnn_class_conv1      (TimeDistributed)\n",
            "mrcnn_class_bn1        (TimeDistributed)\n",
            "mrcnn_mask_conv2       (TimeDistributed)\n",
            "mrcnn_mask_bn2         (TimeDistributed)\n",
            "mrcnn_class_conv2      (TimeDistributed)\n",
            "mrcnn_class_bn2        (TimeDistributed)\n",
            "mrcnn_mask_conv3       (TimeDistributed)\n",
            "mrcnn_mask_bn3         (TimeDistributed)\n",
            "mrcnn_bbox_fc          (TimeDistributed)\n",
            "mrcnn_mask_conv4       (TimeDistributed)\n",
            "mrcnn_mask_bn4         (TimeDistributed)\n",
            "mrcnn_mask_deconv      (TimeDistributed)\n",
            "mrcnn_class_logits     (TimeDistributed)\n",
            "mrcnn_mask             (TimeDistributed)\n",
            "Epoch 1/5\n",
            "500/500 [==============================] - 502s 934ms/step - batch: 249.5000 - size: 4.0000 - loss: 0.2978 - val_loss: 0.1324\n",
            "Epoch 2/5\n",
            "500/500 [==============================] - 449s 898ms/step - batch: 249.5000 - size: 4.0000 - loss: 0.0997 - val_loss: 0.0708\n",
            "Epoch 3/5\n",
            "500/500 [==============================] - 450s 901ms/step - batch: 249.5000 - size: 4.0000 - loss: 0.0654 - val_loss: 0.0585\n",
            "Epoch 4/5\n",
            "500/500 [==============================] - 451s 901ms/step - batch: 249.5000 - size: 4.0000 - loss: 0.0506 - val_loss: 0.0429\n",
            "Epoch 5/5\n",
            "500/500 [==============================] - 450s 901ms/step - batch: 249.5000 - size: 4.0000 - loss: 0.0420 - val_loss: 0.0424\n"
          ]
        }
      ],
      "source": [
        "train_head(model, dataset_train, dataset_train, config)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "lUwXQ6h7BqiO",
        "outputId": "719d145d-ca9c-482e-a92b-bdd393ba2af9"
      },
      "outputs": [
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "WARNING:tensorflow:From /usr/local/lib/python3.7/dist-packages/tensorflow/python/ops/array_ops.py:5049: calling gather (from tensorflow.python.ops.array_ops) with validate_indices is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "The `validate_indices` argument has no effect. Indices are always validated on CPU and never validated on GPU.\n",
            "WARNING:tensorflow:From /usr/local/lib/python3.7/dist-packages/tensorflow/python/util/deprecation.py:602: calling map_fn_v2 (from tensorflow.python.ops.map_fn) with dtype is deprecated and will be removed in a future version.\n",
            "Instructions for updating:\n",
            "Use fn_output_signature instead\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Loading weights from  /content/drive/MyDrive/seg_images_save/object20221005T1137/mask_rcnn_object_0005.h5\n",
            "Re-starting from epoch 5\n"
          ]
        }
      ],
      "source": [
        "# Load Test Model\n",
        "# The latest trained model will be loaded from google drive, modified the mrnn.py file as per the requirements of the project\n",
        "test_model, inference_config = load_test_model(1)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "H8uzE5U3BqiP",
        "outputId": "302a4e09-3a10-40cb-a75b-ca84eb79acdf"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  133.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   29.00000  max:  208.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -94.70000  max:  104.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -107.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  134.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   27.00000  max:  210.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -96.70000  max:  106.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  230.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:  126.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   24.00000  max:  206.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:  102.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   18.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -105.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  227.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  123.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   43.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -80.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  179.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:   75.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   23.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  217.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:  113.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   46.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -76.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   28.00000  max:  212.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.70000  max:  108.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   41.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -76.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   40.00000  max:  206.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -83.70000  max:  102.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   43.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -80.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  130.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   17.00000  max:  184.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -106.70000  max:   80.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -73.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   39.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -84.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  133.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  191.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:   87.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   29.00000  max:  189.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -94.70000  max:   85.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  175.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:   71.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  238.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  129.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   30.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -93.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  203.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:   99.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  206.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  102.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  235.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  131.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   22.00000  max:  187.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -101.70000  max:   83.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  223.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  119.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  240.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  200.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:   96.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  205.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  101.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  132.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   16.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -100.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -64.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -73.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   39.00000  max:  178.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -84.70000  max:   74.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  154.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -73.70000  max:   50.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  207.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  103.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   24.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   54.00000  max:  228.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -69.70000  max:  124.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   68.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -51.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   18.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -105.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  206.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  102.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   58.00000  max:  188.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -65.70000  max:   84.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  241.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  132.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  122.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  133.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   44.00000  max:  194.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -79.70000  max:   90.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   46.00000  max:  231.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -77.70000  max:  127.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  229.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  125.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   30.00000  max:  217.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -93.70000  max:  113.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   48.00000  max:  211.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -75.70000  max:  107.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   32.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -91.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  236.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  132.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   32.00000  max:  205.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -91.70000  max:  101.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   54.00000  max:  225.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -69.70000  max:  121.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   19.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.80000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  216.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:  112.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   28.00000  max:  229.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.70000  max:  125.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  196.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:   92.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  123.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   54.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -69.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  241.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   38.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -85.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  236.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  132.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  236.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  132.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  220.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  116.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  155.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:   51.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  124.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   32.00000  max:  166.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -91.70000  max:   62.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  216.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:  112.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  130.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   47.00000  max:  183.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -76.70000  max:   79.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   30.00000  max:  182.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -93.70000  max:   78.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   44.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -79.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   64.00000  max:  210.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -59.70000  max:  106.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   49.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -74.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   24.00000  max:  191.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:   87.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   22.00000  max:  177.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -101.70000  max:   73.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  194.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:   90.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -107.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   88.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -18.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  198.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:   94.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   42.00000  max:  147.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -81.70000  max:   43.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  227.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  123.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   36.00000  max:  238.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -87.70000  max:  134.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   46.00000  max:  200.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -77.70000  max:   96.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  133.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   15.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   15.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   37.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -86.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  235.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  131.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   44.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -79.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  178.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:   74.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   39.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -84.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  133.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   19.00000  max:  231.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -104.70000  max:  127.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -96.80000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   86.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -24.80000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  240.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   32.00000  max:  226.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -91.70000  max:  122.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  222.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  118.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   27.00000  max:  206.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -96.70000  max:  102.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   21.00000  max:  155.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -102.70000  max:   51.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  235.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  204.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:  100.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  134.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   22.00000  max:  209.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -101.70000  max:  105.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   40.00000  max:  228.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -83.70000  max:  124.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  131.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  208.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  104.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  241.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   41.00000  max:  221.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -82.70000  max:  117.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  127.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  133.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.80000  max:  130.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  130.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  201.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:   97.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  241.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  204.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:  100.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   24.00000  max:  205.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:  101.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  232.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  128.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  129.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  134.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   28.00000  max:  229.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.70000  max:  125.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   88.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -35.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   41.00000  max:  181.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -82.70000  max:   77.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  199.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:   95.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   70.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -39.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  123.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  222.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -73.70000  max:  118.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  133.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   29.00000  max:  196.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -94.70000  max:   92.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  229.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  125.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  124.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   40.00000  max:  210.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -83.70000  max:  106.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  133.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.80000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   15.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   49.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -66.80000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   52.00000  max:  218.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -71.70000  max:  114.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   37.00000  max:  170.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -86.70000  max:   66.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  217.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  113.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  211.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:  107.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  220.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  116.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   46.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -77.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   36.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -87.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  170.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:   66.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  218.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  114.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   32.00000  max:  220.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -91.70000  max:  116.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  240.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   40.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -83.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  127.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   24.00000  max:  214.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -99.70000  max:  110.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  241.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  118.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   37.00000  max:  196.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -86.70000  max:   92.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  230.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  126.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  124.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  189.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:   85.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  232.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  128.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  238.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  134.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   36.00000  max:  215.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -87.70000  max:  111.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  226.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  122.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  118.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   47.00000  max:  227.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -76.70000  max:  123.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  240.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  136.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  230.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  126.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   22.00000  max:  219.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -101.70000  max:  115.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  230.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:  126.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   54.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -69.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   49.00000  max:  207.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -74.70000  max:  103.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   53.00000  max:  227.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -70.70000  max:  123.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   47.00000  max:  229.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -76.70000  max:  125.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   42.00000  max:  223.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -81.70000  max:  119.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   26.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -97.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   42.00000  max:  222.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -81.70000  max:  118.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  133.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  139.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  233.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  129.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   36.00000  max:  197.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -87.70000  max:   93.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  137.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   28.00000  max:  231.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.70000  max:  127.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  242.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  140.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  243.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  208.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:  104.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   29.00000  max:  218.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -94.70000  max:  114.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  138.20000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.80000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   50.00000  max:  175.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -73.70000  max:   71.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  233.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  129.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   30.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -93.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   27.00000  max:  218.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -96.70000  max:  114.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    1.00000  max:  234.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -122.70000  max:  130.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   28.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -95.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   38.00000  max:  198.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -85.70000  max:   94.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   33.00000  max:  145.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -90.70000  max:   41.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   31.00000  max:  204.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -92.70000  max:  100.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   58.00000  max:  202.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -65.70000  max:   98.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   30.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -93.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   46.00000  max:  181.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -77.70000  max:   77.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  250.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  138.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  244.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  120.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   34.00000  max:  230.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -89.70000  max:  126.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   36.00000  max:  179.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -87.70000  max:   75.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   40.00000  max:  245.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -83.70000  max:  141.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  254.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -110.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   25.00000  max:  220.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -98.70000  max:  116.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   45.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -78.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   35.00000  max:  225.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -88.70000  max:  121.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    5.00000  max:  247.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  143.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -116.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  248.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  144.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   44.00000  max:  214.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -79.70000  max:  110.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   14.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -108.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    4.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -119.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -118.70000  max:  146.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   48.00000  max:  174.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -75.70000  max:   70.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   12.00000  max:  249.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -111.70000  max:  145.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  252.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  148.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  251.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  147.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   29.00000  max:  194.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -94.70000  max:   90.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    2.00000  max:  246.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -121.70000  max:  142.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    6.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -117.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  150.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   11.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -112.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    9.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    7.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -115.70000  max:  129.30000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    8.00000  max:  253.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -114.70000  max:  149.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    0.00000  max:  231.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -123.70000  max:  127.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   26.00000  max:  239.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min:  -97.70000  max:  135.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:    3.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -120.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   10.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -113.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n",
            "Processing 1 images\n",
            "image                    shape: (512, 512, 3)         min:   13.00000  max:  255.00000  uint8\n",
            "molded_images            shape: (1, 512, 512, 3)      min: -109.70000  max:  151.10000  float64\n",
            "image_metas              shape: (1, 14)               min:    0.00000  max:  512.00000  int64\n",
            "anchors                  shape: (1, 65472, 4)         min:   -0.70849  max:    1.58325  float32\n",
            "Written image\n"
          ]
        }
      ],
      "source": [
        "path = \"/content/content/seg_images/\"\n",
        "test_random_image(test_model, path)  ## I modified this function to suit my requirements, all the\n",
        "# images in the given path (~10000) are inferenced on the trained model and saved to google drive as segmented images.  \n",
        "# This allows to get rid of excess data which is not needed (area around the drop in the protein crystallization images)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Z7Z0AocdDgIS"
      },
      "outputs": [],
      "source": [
        "import cv2\n",
        "import glob\n",
        "import numpy as np\n",
        "src_folder = r\"C:\\Users\\LEGION\\jp_notebook\\robotarm1\\seg_images\\unlabeled\"\n",
        "dst_folder = r\"C:\\Users\\LEGION\\jp_notebook\\robotarm1\\seg_images\\labeled\\\\\"\n",
        "dst_folder1 = r\"C:\\Users\\LEGION\\jp_notebook\\robotarm1\\seg_images\\result\\\\\"\n",
        "src_folder1 = r\"C:\\Users\\LEGION\\jp_notebook\\robotarm1\\seg_images\\train\\\\\"\n",
        "\n",
        "# Search files with .txt extension in source directory\n",
        "pattern = \"\\\\*.jpg\"\n",
        "files = glob.glob(src_folder + pattern)\n",
        "print(\"g0t files\")\n",
        "\n",
        "for file in files:\n",
        "    src1 = cv2.imread(file, cv2.IMREAD_UNCHANGED)\n",
        "    src1 = np.asarray(src1)\n",
        "    shp = np.shape(src1)\n",
        "    new_img = np.zeros((512,512,3))\n",
        "    new_img[:shp[0],:shp[1],0] = src1[:,:,0]\n",
        "    new_img[:shp[0],:shp[1],1] = src1[:,:,1]\n",
        "    new_img[:shp[0],:shp[1],2] = src1[:,:,2]\n",
        "    cv2.imwrite(file,new_img)\n",
        "\n",
        "print(\"done\")\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "f2YZdK5ZgdDt"
      },
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
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