diff --git a/AdaptiveThresholding/README.md b/AdaptiveThresholding/README.md
new file mode 100644
index 00000000..8cef9312
--- /dev/null
+++ b/AdaptiveThresholding/README.md
@@ -0,0 +1 @@
+# Adaptive Thresholding Method
diff --git a/AffineTransformation/README.md b/AffineTransformation/README.md
new file mode 100644
index 00000000..a251e00a
--- /dev/null
+++ b/AffineTransformation/README.md
@@ -0,0 +1 @@
+# Affine Transformation
diff --git a/BackgroundSubtraction/README.md b/BackgroundSubtraction/README.md
new file mode 100644
index 00000000..3327a12f
--- /dev/null
+++ b/BackgroundSubtraction/README.md
@@ -0,0 +1,3 @@
+# Background Subtraction
+
+Implementation of Background subtraction from a video data using the algorithms implemented by OpenCV.
\ No newline at end of file
diff --git a/BriefAlgorithm/README.md b/BriefAlgorithm/README.md
new file mode 100644
index 00000000..b3161b76
--- /dev/null
+++ b/BriefAlgorithm/README.md
@@ -0,0 +1,3 @@
+# BRIEF Algorithm
+
+A minimal implementation of BRIEF (Binary Robust Independent Elementary Features) algorithm.
diff --git a/BruteForceFeatureMatcher/README.md b/BruteForceFeatureMatcher/README.md
new file mode 100644
index 00000000..f6f3cd57
--- /dev/null
+++ b/BruteForceFeatureMatcher/README.md
@@ -0,0 +1,3 @@
+# Brute Force Matcher
+
+Implementation of Brute Force matcher to match features in one image with others.
\ No newline at end of file
diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
new file mode 100644
index 00000000..d4424caa
--- /dev/null
+++ b/CODE_OF_CONDUCT.md
@@ -0,0 +1,76 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age, body
+size, disability, ethnicity, sex characteristics, gender identity and expression,
+level of experience, education, socio-economic status, nationality, personal
+appearance, race, religion, or sexual identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+ advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+ address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+ professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an appointed
+representative at an online or offline event. Representation of a project may be
+further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at adityaastranaut@gmail.com. All
+complaints will be reviewed and investigated and will result in a response that
+is deemed necessary and appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an incident.
+Further details of specific enforcement policies may be posted separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage], version 1.4,
+available at https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
+
+[homepage]: https://www.contributor-covenant.org
+
+For answers to common questions about this code of conduct, see
+https://www.contributor-covenant.org/faq
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 00000000..c2f960a8
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,44 @@
+# Contributing guidelines
+
+## Before contributing
+
+Welcome to [geekquad/Image-Processing-OpenCV](https://github.com/geekquad/AlgoBook). Before sending your pull requests, make sure that you **read the whole guidelines**.
+
+
+* Make sure you do not copy codes from external sources because that work will not be considered. Plagiarism is strictly not allowed.
+* You can only work on issues that you have been assigned to you.
+* If you want to contribute for an existing algorithm, we prefer that you create an issue before making a PR and link your PR to that issue.
+* If you have modified/added code work, make sure the code compiles before submitting.
+
+### Contribution
+
+We appreciate any contribution, from fixing a grammar mistake in a comment to implementing complex algorithms. Please read this section if you are contributing your work.
+
+#### Coding Style
+
+We want your work to be readable by others; therefore, we encourage you to note the following:
+
+- Follow PEP8 guidelines. Read more about it here.
+- Please write in Python 3.7+. __print()__ is a function in Python 3 so __print "Hello"__ will _not_ work but __print("Hello")__ will.
+- Please focus hard on naming of functions, classes, and variables. Help your reader by using __descriptive names__ that can help you to remove redundant comments.
+ - Please follow the [Python Naming Conventions](https://pep8.org/#prescriptive-naming-conventions) so variable_names and function_names should be lower_case, CONSTANTS in UPPERCASE, ClassNames should be CamelCase, etc.
+ - Expand acronyms because __gcf()__ is hard to understand but __greatest_common_factor()__ is not.
+
+- Using only OpenCV modules are highly recommended.
+- Avoid importing external libraries for basic algorithms. Only use those libraries for complicated algorithms.
+- If you need a third party module that is not in the file __requirements.txt__, please add it to that file as part of your submission.
+
+#### Other points to remember while submitting your work:
+- **We won't be accepting just the dataset in the form of PRs.** If you are using any of the dataset in the implementation, then only we'll accept it.
+- Jupyter notebook files should be there with proper step-wise implementation.
+- Each file should be added with a dedicated README.md so that it gets easier for people to know your approach and the logic behind.
+- File extension for code should be `.py`.
+- Strictly use snake_case (underscore_separated) in your file_name, as it will be easy to parse in future using scripts.
+- Please avoid creating new directories if at all possible. Try to fit your work into the existing directory structure. If you want to. Please contact us on our Slack channel.
+- If you have modified/added code work, make sure the code compiles before submitting.
+- If you have modified/added documentation work, ensure your language is concise and contains no grammar errors.
+- Do not update the README.md and CONTRIBUTING.md.
+
+**Join our Slack channel now.**
+Happy Coding :)
+
diff --git a/Camshift/README.md b/Camshift/README.md
new file mode 100644
index 00000000..c1ab0da6
--- /dev/null
+++ b/Camshift/README.md
@@ -0,0 +1,3 @@
+# Camshift Algorithm
+
+Implementation of Camshift to find and track objects in videos.
\ No newline at end of file
diff --git a/ConcatenateImages/Readme.md b/ConcatenateImages/Readme.md
new file mode 100644
index 00000000..8b2c0414
--- /dev/null
+++ b/ConcatenateImages/Readme.md
@@ -0,0 +1 @@
+Concatenating images vertically and horizontally.
diff --git a/DepthMap/README.md b/DepthMap/README.md
new file mode 100644
index 00000000..e4fa5dd1
--- /dev/null
+++ b/DepthMap/README.md
@@ -0,0 +1,3 @@
+# Depth Map
+
+A minimal implementation of creating Depth Map or Disparity Map.
\ No newline at end of file
diff --git a/EdgeDetection/Figure_1.png b/EdgeDetection/Figure_1.png
new file mode 100644
index 00000000..c2f8e45e
Binary files /dev/null and b/EdgeDetection/Figure_1.png differ
diff --git a/EdgeDetection/PrewittEdgeDetection.ipynb b/EdgeDetection/PrewittEdgeDetection.ipynb
new file mode 100644
index 00000000..7f3ace59
--- /dev/null
+++ b/EdgeDetection/PrewittEdgeDetection.ipynb
@@ -0,0 +1,171 @@
+{
+ "nbformat": 4,
+ "nbformat_minor": 0,
+ "metadata": {
+ "colab": {
+ "name": "PrewittEdgeDetection.ipynb",
+ "provenance": []
+ },
+ "kernelspec": {
+ "name": "python3",
+ "display_name": "Python 3"
+ }
+ },
+ "cells": [
+ {
+ "cell_type": "code",
+ "metadata": {
+ "id": "r6sOJ_BtmXS4"
+ },
+ "source": [
+ "#Prewitt Edge Detection\r\n",
+ "import cv2\r\n",
+ "import numpy as np\r\n",
+ "import matplotlib.pyplot as plt\r\n",
+ "%matplotlib inline\r\n",
+ "\r\n"
+ ],
+ "execution_count": 12,
+ "outputs": []
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 239
+ },
+ "id": "Ho2v0mR-nBrQ",
+ "outputId": "da54992f-a6e1-42d3-bbef-01939c899b21"
+ },
+ "source": [
+ "img = cv2.imread('./download.jpg')\r\n",
+ "plt.imshow(img)\r\n",
+ "plt.show()\r\n"
+ ],
+ "execution_count": 8,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "tags": [],
+ "needs_background": "light"
+ }
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 239
+ },
+ "id": "ROeEu66GomeH",
+ "outputId": "153b8979-5fe4-4f81-d190-d087406b02aa"
+ },
+ "source": [
+ "gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\r\n",
+ "img_gaussian = cv2.GaussianBlur(gray,(3,3),0)\r\n",
+ "\r\n",
+ "\r\n",
+ "#prewitt\r\n",
+ "kernelx = np.array([[1,1,1],[0,0,0],[-1,-1,-1]])\r\n",
+ "kernely = np.array([[-1,0,1],[-1,0,1],[-1,0,1]])\r\n",
+ "img_prewittx = cv2.filter2D(img_gaussian, -1, kernelx)\r\n",
+ "img_prewitty = cv2.filter2D(img_gaussian, -1, kernely)\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "plt.imshow(img_prewittx)\r\n",
+ "plt.show()"
+ ],
+ "execution_count": 13,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "tags": [],
+ "needs_background": "light"
+ }
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 239
+ },
+ "id": "AH41FhNRpGJR",
+ "outputId": "27878070-becc-4f98-8813-316d2660cb55"
+ },
+ "source": [
+ "plt.imshow(img_prewitty)\r\n",
+ "plt.show()\r\n"
+ ],
+ "execution_count": 14,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "image/png": 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SpeyRXUqUuZrMQiiDKlNDHynafLxCR4QO6h2SUQFGKkWC/rvR+vW5FcuArWqrXaHG6tsOtAwQJXkdCq2s5G9FGb5HRLWR6NfxMwCFvDIhn1QC6gemKBQ/2OlMLD/vVrniDUIJLgE1GmH26l08+HMaG999ipujU7z39Aam721h923C7ltT6F/cgzmj5bpgtRizYK01RGmojTFwYxfF7U2UGwnIMEaPZ0geHsE+eATjioAoz6Fv7AFbG6DKoPrw49UvXZqBNsbiwmoFPTdIjmagwxPwbAZUFexs3gtq2R5zpxJRDrbmMe5t0RqU58Bksjzx205ArROqccKrYvNtj4fcy3Iu76R9bh83b+PevbIkAiUabEle2tlcvBZS0BtZ/eK6Yhg1HJy98MteAAnkrUmlgncFICpSaoEALIOIm4nd+kP3g+4O0SgFsnZp8as3dGg8CnBc1uIVgSzIyvMmj2GfTB3sWdV5I8D9LGiuhqW+Jg/UQCL5Pzesax92ibyc+DZ9mEyj5QVFVrsfiwNZBGu8qoBCgT3qysfjVbR5hNNFobg16/eXS7m3XRMfI3TYdp7Ng0uvhsPw4pFWAGXQWQb78ot4+M/kyF/fx0vbB/hgfw+zX2xj901g9+0J0o8eoTo4OP+YvLgEbqPoQPlsN4HyHLS9ifLmBmY3UtiEMP58Dv3eZzD7+w33lbIM2NtGeWMMVRjoyS2YBw+XDokrSYhiXkCfJFCnM+DJPszJ6QKEsXErHlmyZNGoLIUt0FQ+/sVQ8rK3oZvs3GVSFJK/emcbXJT1sTGS4QyWSRszvk4kbNeCaRLJWrH2zJsdV5VLbOrFDca76B4jz4tKwyfPwt+HA/lKK5H9RUns+i8kBQF4lE4Iz3h9Gm0EIdELNJWc+xtpvXhvHqa7uw07ykEzj8QCSHGdW7EMLso6BOPgoOwVLnOd41rlJbbv28MuLYNUrYAD6slLO3TVKJ1wISIfBvJImvj49nQyS3LeGAnH+I0gXiseN8/c8AT6yC+Xco+lIzFnC7co3GIJk5EkoO0xzHPbePzrW5h8f4pXdw5w/2QLxx9vYfddYPetCZJ378Ps75/BdastmIZL6nk72kncQR4sRxoNYbfHKHZSFBsKumAk+1PYlmIHAMozmM0Bqo0UySkhGQ5Wj4sZ5ugEqqygDgZSbl2UKy1CNRqBkkQQMhFctHGvWoO0xUIRhXe7i7IDTWNhTyegabQJ3r0DHqZQP3+/sRmsjInGBTXuvFycIeGrnPfQhcKxVqpzu9BA68SaEO4LYhxG2b/o/sVPE/EknWUvm57zWFyoRm1tgk/1SgqJy5IG5rulNCRJvN46XPrMVHPDriGNKrwDdUiVQKMR7PYINtNIfDGSteAKEpN2/8jCYdgtACtekRcjSdSYXmSttGGe/s8u17XgjQZ6AQ4WfXjXu0KAEYePNwTqzxgMA5Tk8O1ohd3cuomKDf33+tzfL49ydw+hYRnE8b0ozq6GQ0lSlhOJL49HKF+6iYNXhnj6axbfev4h9mdDPH5vD1u/0Nh5b470k8cLFvNKcbH/YLW0Dfg2MZNTLpTLguGNEcrdIYpNDZsA+TGD7j+C7bJq8hxmLNa9xHzr86rRSKwey3VICpB47GQC6mEFUpIIhYHWtSURL2iPs132fa+sGi9BtIjZgqvaUrajDE9e38DN6mtQ730CeyoKXuazA/UR5VmW8p6sEZVJtTDP5gCioL6LzZOHTDbw3ers1/IWVlWBWM7pXe0QunJzgqoSlI/HZScJkGcgpaCK4uxhs7OKT0rHYaW4LH6ZRPw8C/MTFdwE/H+cSNUalOS1teyE8gw2T8BJbSChAoicUvcK3VoJtfm11rCeTZ1UXSe+dqFLIVNERqZIvJWYtiIS9tZ2l3iEjMtHBIkNU1cUWCdlu8/VgE/2jMP9cij3aHddmpE3TfeWtJKs+mCA6vk97H9riINXgRtf38coKfD2e89j7w2FnXfnGLz/OBBn9R1PvSjq6zas9zgOCB+KyaQSNEtR7Y1R7CSoBgRlgHy/lIRa+1JZBh7mUtgEQFUW8IyURELytbkBWAulNcx+ZM36pOKqW0kSIQvLc/mDVoL+iI5hY+S+1iFpovtVWeqG4DaLKISiHx1i8pVNPLHbuFka6E8+E3IyrUHWws6ayl0KwsTyI2KsLYDqus8skwRmV71BfK4FOGB8Euql8NkYUFkKNYOnJ4jw2wLTc4k+ryjLSqgSHH8PbYyBK1bu3jChZcqpD7xywcNr5k5IkSA3HaxSDYX8i7K0QZLFg0wiPoYl3FIZgHyBENcVm0UhG3R7UwJE8fdBR8Xvr1fYMWY/htISNzczIqCdOYgJ5cK0tDY8vzm0Iw5swSXXBWZxLL4lZ6X0+CVR7hF2uf0w4kl3Lx+lqbi44xHsnRs4+PYGDl4F8leOcGN0ivee3sTGOylu/OmpWOyPHp8NahhDq/y1gWC1yPhaC83h8HmQwW4MhBXSW+2HFtnnxzAdYROV5+BRDpuI66ZmEd2wc3E5SwUyWRngDMVWlCS1N+ETU66yNl6+5OLUvCS0E9zTOBmVCdsmWRY3OVKg1YcfI5m+gKOXgXSyg21roR4+cbHHReXrY59SPGTXoi46Jc+lDkJ1K0yuqoa3sRD7jxL0kkdYgUu3Bmy0WJpufRK5MYcyeAOwks3K+Pire3lTt+H25J05t4QkYIyUuRhUsGF8eVw+PHJNg/Ka7IsdPQOVFaAIqnIwXSNhmZCYthwUu/V5I9S5tsb1esbYQ2I9hjHG4t5fgl/fANIWpDpCGfGy+LrlRe8+Sqz6yuYavuuQV+78C+OL9c4a+eVQ7l5pRjtfsCahw6RQ5rhGjAUNcpjndnH46ib2XxPF/pXtIzw43sTkrR3cfaNE8ot7qJ48PXN8LoRjwt+bFkR4II34mez+nKcotxzd7whQJTB4WoE/XkIhnOewgxScAFQCqGxjI+KyrJWGUs1qzbX3o2qKhDjc4yzoReujY566wjjuHDEvSHvzvP3/TvD+vzrAwTc10skORsYCh8chPr1wLm+lEcn5+t2hfCVJxFKMkVZd4u+xHd8P6ysVDyBJYKdYz+cSoyNc7NYrC1/ZyPG9ASBjwRmBhznU9hbMk6dnuNNzyBJPONQOLJEA0yNVz4P3bFrFNpSkEsMe5KDBQFBceSqEXwCghfRLTUvBrM8KcFmi5tB3fEazeXPtA02Kii4yNPf9hb8tk9hy5pouvDOe7nlumEPICJ5WOpYuZQ/U4eVwXFORCwFZl2fU7/3+JVHuLhGTJoJqMJUrKImUepJAKRIoWVXB7mzg4LVNPPkeIX35GLc2T/D4ZIzjd3dw608Y47ceoXp60Fuxe6QFgAVFJoUgtvZgO1AfbCRmaEYpZnsJik2C1SRW++PJUhoBylLYPIHVBGobcdbAHp1AKQ0aDVaX83cIe94NH3sFJL5NFVg5srM+lZMh5GIbfyMlRSiSSMwaypD+yU+x8cPfxslLjINvpEgm28jnBTDtsKwbuQt1NoudSPjribo3jq7rdGHmjRHyKldtSoO8GUtuS4uFktnWUDoAvkyd2PGeBL51GxA0NBpBnU6asfcuhXVeIbUYAlgXc3fvoc8fkDFgj+f3irEdLsm0hA/TVO5TKUnWxvfhQjE0LwSua5qwSa4qebdjWeKhhoQtvAfWgVTxa8GPWROWwnC5Tp4KnKm1aVsGUNb5FiAkgJvncTrC89CYxXsIuHzU//McSd5A6MuN8+wod7/rrwgp1FC9iIvd81BkqfRuKSvQaIjjb2zi8Q+ArW89xdZgjs/2t1B9tIHdnwO7P32M6v0PzzfOiFs5iIeFeTdrmZVbVag2Usz2FKohIT1hDJ5WUA+edjNzEAFZCpsp2cU7jA4uC9j9fdAkdy8mS5J1OFhv9VlXUGMsmExdPr0sWbZCmnFrqRKGtbIhAy6c0bR07/737+He772M+R5w+LUcN463oU46NjlPzuQVT9/QAQlhGlxji0B32/O7cmO1wrfzOZQvjycCMmH8bFjpKxREiL07DytcR2uhnXYbEE1EifF8MalKv/Ea1LQE7j8UZNcFhGKvIZ7TZZh0r9h9KC+VvAoxS6hwPq9j7c6CFT6YVJrJuOdH0zlUZWoO9rKS0AwAzAvwdFbDR6NwRG/8f4MLxuVoYqx4pEBJOfIxcrzxLc6X3uK/t2p9MTdzGF35jK6wJ3QwYrmqBNXV4xV4dpS7l3hC22GBNHEkQpLooSStFxpRiOfNXr6FJ69pjF/Zx53NY3z4ZA94awO33mRsv3MM+4sPzjwsH5NdRqIkw+pIwiGy+pME1UihGhGYgHTCyB+covr8Qef51HAIHg1gMgViQJVCjmTbyZsYwqc09I1d2Od2kYxGqD65t/K+7HQmtRieAKnN+HceIUkwMVCHORxaJN4Eqs8f4Cv/5018/jvbmNwhZKcb2D7YBp424ahsbO2iA8strK5xOAXkKwYbinjp96j5c6TguYjwyIBYfioJFit3hKDCuC0HEqy6/kKF9evPy2UJnkwX6Z7//Pfx+LUxbrxxCn0ZtArsNsq4tWKsGHXEhU8kiKPhQHoIDPOAKGGtQfMCdKzqZH9M1evn01pgNkfM0hgS7syS86iq8/Ma+XHHeH04r181n3kzrEoNjyVsUAsenAVstGkZI3TOXjoIwi5Md+Cvew45t3InohcB/NcAbkPCXz9m5r9FRHsA/g6ArwH4EMBfZeb+JkYjJlpbjmyjXVwGIBbBQCwzVgTkGSYvbeHJ91LMXpnh5nCGTw+3Ub6/iVtvMHZ+8hDmvY/6WwBdw9P1i9BI/sUhm/ai0FoSo5sjVAOxwvUMyA8M1MHJUj49Go9hRxmgAD1nJKcVaDJbmfwlFwcsb4xAu0NkimA+f7j8O9bUIaG4qvciYo2zNtBUHqFUO0IY/clbuLn9a3jy+gCndxQGL+0hf/wU5uBw8by+dB/oLoZpCbnybhgL1mcJ5bTj8tE6dJtDcI19st/F4qF1d52Av19jQ6KVRiNZv0lSF94A4OlsQbHP/tJv4rPf1th9E0g+fYrqEnDwHsFCQG29OmZVhstVOOueiKQ142ggrIx5EmgBeJiKIvQJzjbQwNRKHdOZGCON6XXc6FkmPy/jHjrr/TVi7THck0K8228EUiwUVbtaBtsqOn6JURf41jskTqZe7EYWjYoecpG3uALwHzLzT4hoE8AfEdH/CuDfAfC/M/PfJKLfB/D7AP5GrzPGsSz//9gMjvlJyBUZDAewGwNwlmD23BBPXktx8q0CW9tTPDraQPHpGDvvAlvvHsN+eO9iit0lLcOijQoaVn7PQRbL3RHKocTOs2NG/ngG+3h56ITGQ5iRPCI9FQoBXsMF4xdTsZWgHCls4CYyrWE+/Ww9IohZLKaIbOlSJCrGIFfIFYp0rEH6h2/jpvkWnr46wOROivz526CT06byjjmwATTIqCJFuyCOXAxGLV9XsfiXPcbVk5KQmOcrMYisebeRAQ7RY1dT+Ebj5VBfoMCTEvbkdCGmSkmC8p/9NXzyrxngiLD75gT20ePuc59VfMLQxZ0pTWrmSlRgpDWveqKlQcYwh81TV3pvRMFXHeG7+HdjJGxjjBTJ+SrpFeO62G1F/O3+Oi3a3gC+iCvBfeEW0GCRpTxvnC8UJfl81TIFzisU/1nvqSqbsfYeBWYroANrLsb8GTP/xP18DOBNAHcB/GUAf+AO+wMAf6XnCRu/LjA5uoo+39SYtFCC8jBHtTXA5O4IBy+nOHm5wubNU8zmKcqPx9h6R2H3nTnUxw8v5OoF6bNz+oVAJK6mUsBQ4I9mAOiCkR8a6KcnSzstUZpJSCZVgAWS0wrq8FQUwDoxBjYlzHYVprcy2K1RI8m0TiTMsz6Rei7RklxTo1H4kz09RfaL+9h7ewYywPzOJvStmzJ3MalVIy7s/q61o2YVj0O5ZtB1iMzW3hS3Nog1ElPdNlBFiwfW8XyPiY7XgFsHbWQSe6IxZvDppG527cMCaQZ67Zv4+C9myMcFNj7U0PcerW7Mcg4hj/tO6kSpJz4TVtK0VuzDFJw6T8xVi6qiEpx+u4rSTw8z2PcHKAqEXrKtf1wUZ6s6XiZRgZDcoGp+ppQkdn21MDfpePtdwxVU+VsXA4oAACAASURBVPXVylkEuax3iJ3Ha3uEFZ1cSsydiL4G4NcB/FMAt5n5M/fR55CwTdd3fgTgRwAwwCj6wJdjt2JiDbdK0Ao0GqLazDG/keH4hQTH37AYP3cKaxWqz0bY/gVh7+0Z8vcunnwKY/KxNqCJtW9DI6m5QfEwx3xbwwwI6TEjf1IAB0dLH77akJAMa4IuLPTpHHx4vB737BAcrAhmCBRjBU51I2bd72YvsCiJFjbnhUOGA2A6Ddcxj58gZcbW5DbmNwYwd29CO1xzpzgl6rk3yBcJuWQgiGrKV6909fICkbbEZfVsXcy24Vk2E6hxS0J4vpm4qM1xlXQVovBsLvQQ0ZxTmkG/+Dw+//M7qG6WwHsbuP1mCXt0fHkKw284jn44WOnMUb5EPFVONDhLpK2dItC8AhlHtWtM3fglFv9OGBPRcK8Y+6UpQlcL0ZaO2gUoJU0xtG4oeFLUOIe01Gud04dwnlG5sHInog0A/wOAf5+ZjxrJDGYmos4nxsw/BvBjANiivcYxdVm/bYZAfJwdKdTWJszOBuZ7OSbPaZy+yEienyBLKux/voXt9xVuvDlF9u4DmIePL6cYxCkKBuoXtxWLWyi2AuBL7otNgk0BPQfS/Sns8Un3dYhA4xFsLo9HFRbqZCZt/vqIkWIQ1oBNcTaEyTLp4Qb64yhJw69ti4g8811LyXJVwTx8BD2dIfvOV1HsDTCY3BTk2XQmCqSRbJfkVqzYQ1ELucbe3qoiJRuyPoej6hAOzO7+Q3Wjg7/GxSWO2yg04mgVvbRhnEJvLNTLcbiQkgT69i2cfPc5nN4F8vspdt9ijD48qPmTLkFCYwzfEjBJAk6blKqpEYgA3+hFEcAAVVZa2hVlMznaNYVxhfIXIIG9Mq4KbYuHNfr3wof9XEhHmqG7auVlBkFXj2Ze7LJ0JR5wj3NeSLkTUQpR7P8NM/+P7s8PiOgrzPwZEX0FwHL6wq5zdj0Ibw2liSR10hR2bxPz2yOcPJ/g9C6hvD3H7nCOw8MRRh+k2HurQPb2fVQPH18ozt4eR2x9+KRh3fE8cgMj4iTKMpQbGaqh/C07tUK/u8S9lqrUAWyqQIahZ0JxepZWbKpikK/gnp+xmnOZ9FiovmEHe37quJQbEEunKOuCogY0jGGOj6Hfvw/z+ldR3hojrQzo4WPwNOqFGVtgHi/e4EchgKNn4OKkHv2wtjNQ14dcP9vAFhgl30IsPW6LluSOV4YbLSARK8PjkwbckZIE+tZNzL59B4ffSDB4DGzcNxh9OgsQycuSGK9e87oreDZLn0dAmjjqXafYjQ3dj3hehHZ4jfkLAAPbWXV8peLyIuRCd41KT6AOobWt+0gph45bQJ1QDsqeQ0K4s53nuYPdaySmv+ghF0HLEIC/DeBNZv7Poo/+JwB/DcDfdP//ez1PiFAUADeBMeC/KoF0G9gcw24MMbs9wtFLCY6/BpR3Cgw2ChwejZC+P8Te2wbDN+5L79HLUuxe2pZolG2XzuRYUGg0HqHYTmATh5J5WoKn06WXoPEIPBAEkDIMNSkCuVYvSRKoSjo6qRJSaHJRy91DGldJy7Jmy4B7ybwFDcdRE4rs2hsGM8yTp8g/GGH28nMov7KFbDoHzeaiKPyL006eWitoB8Ph93Ccg2aiXFGo0nk/LvzSctcBBGUm0EYJAxBqbvUAe/SKn8Wpl1xRJhQG83kTNaI09J3bmH/zNo5fyJAeMzbul8gfT0GlWY3MOI/4UFYYpzNatAIhcda66xilBXmkKshYirLuGoQM1NYkHt5YrmYjvRLxeHLXI7buwxoV2Tn6hxjmWkcJmrBIQRMt8cLiEK1/NvaKtLuvju85nRex3P8CgH8bwM+I6Kfub/8JRKn/d0T01wF8BOCv9j0haV27eAogpppNkBmUaJjdDUzvDEWxf91CvzjB7nCOg6cbGLyb48bPDTZ/9gjmwcMvxhVUTYvMLwGPcaUsg93ZRLGpoCpg8MQi//gpzFF3SIbSDDQcwrrSbKoYNJ3D9FTu5ApiyADJhJFOpeLxzAmjLonP4ZkaqWWxObRHo7G2f6fYADZCLajo+bauU330CfJBjskru0j2NkHHx+DTab2Jul6ZnlCMq6rZE9Q1SAihGhtRBLdb4HXdp2f9jDchv1EAza4/QE0lEFXrxolpH9sO67vDa1OvfxPTOxswmcLoYYV0UiE5mLn7kXGdu/Zg2X16tAfgOgup2lJnaWuHxG1kgffFCk2C80oanEoR2uSiePVLEY9u81DcdvKzfazjU+dYcbdhkIpAFvXGHHtuEab+Up+Vz2N9EfQDzPx/A101kwCA3z3XOX2BSUdSlZIEvLWBk5dGOHhF4/RrFXaeP8LeeILPDraQv5/j9h8WGP3ZfVSfLuFpuWSp4+vRNHjPw+F+aXMD5e4QVS6J1M2P57CPnixd9KRVaAxMlqHm0sC6t/VD8n2qLNJTRnLav8q0t6g6vh3Kza2FLczacQonUN7rMubtdzEcfhd2mELf3INKT8RSjHjjSTtue8eNHVzwKNnd+TffYKMLwucVlINBkm7mVvyLv0DsxLYuWPMeSvy5+24XIqT63d/AfCdBvl9hdP8INJtLki8XRAcVAiWURO3lWMLsvBkANUEWUWAGBQDOHXdT5fI2FhG/+qIXy9Hm9+UrdqpzJJ6Tqsv7bFMeO76moKz9vWqEzTAUOrmQLBcdNALnoKZeKX5d9WHrxLNUoeoTV12bqtJQN/Yw/doOnn5HY/btGe7cOsRGVuDh8QaKDzdw5w2D4f/3vhCBnUUuK+ERc3Io5RgXM/C2tNBTBhg+Mcg+eAizKiQzyIUtjwiqMFCTUrg2et4LDVxrvdIiOzZIJxVoDaeKhyXaCL2yUnxHHpfQrFuc9QgZxFWRPcT+yZtIvv5VmN0xaGMIdXgK7B+EPq22KAO3TxhP41qqzoeE8TlIIvHql8QbGo6Dpe39eORLMEqYpV3ccABmXgilsVPQbY+S/8IPMLuRIj+okN87AJ7sy7Pc2hTlzhw1gL68sIzfZCiEQmWjZq3FWvcbXfCGOs5hDIgjKoV15GxflMT9BLos3q7WiJG0mRx9RWrgb28XFEWx8AWk31UkVHvIs6PclwkR9NYGzNfv4MlrGYrXJvjWnUdgJnx6uI3pR5vYfZOw9WePYZ6eDe4YKgrL6uxxwRie2cK1Cu9ICt4cw+yOYHNCemoxvH8q9MIrwkU0HMIOBG2iphXUyWSRMGnZd7NMStkBqLlBagE9KXohZdT2FqC1KKQeTZoD4oWa975W2vAxd44Ql++wpM3H96AG30B5awwapkitBXwFq60ZIsUdbtP2GlAXLA5owt3i665STnGSuA6wN7+fJgve1lJP7ddfw3wrxej+DOnDY2D/SObH8euTcUrENau47LAMl1UNI9UarBWQKNeYGmhg0Re+75Uc1xtBOPWXo9AAyMbo+X+6xOdLPKqq43PSGhwIvqz0YHb0EgC6YdDtdXOZhYAx1fmvSrMOSlLg1g3sf2eMk+/P8cMX7yFRFj9/dBvTDzex8zZh7+cT8Ef3zrxDhiq1s2TzKSpoWSZKGh7bYYZqlIKJkB0ZqHuPYNYVaQxywRMToGcF+Hh5oVNjWElSd44ngpqWQqE6mQPGQuU5zJJNjMtKFnSWgqZrkCSNL66xfJd9raoCRxBp1LHoqKVZI2ZfVcBnj6DzFNVODru7CfV4XNMmtLrkBPSSATxXdqOIK3oZfRn6Mgy2R1zUgxFvoLNJtLdcrUskAuhsKk7St5W+/iLmewNkBwXSz/bBHhqbZjX6p3Ix4uryLXcAMj/sir5c8pRTDSZJxJPpUupemaswJyHx6H7/MiXwtS/TB7Si3iHmDIq6ZnFVW+Vx9TJxhKLxBor8Ev3/EsMzodZivUfwDPhPK0RpqK0NzL66i6evAT98+SO8MDrA56dbOPl0C1vvKuz9fIbknU/O3pKM6ExVm/X3XMgldRV88SLxyRtSgjTIpG2YKhn50znsGophSjNwlsJmLp49nQtDXp+FobVYe64DEk0LqMNT0MlEknzDAdR41HRXnXBVSoLvC4KssSPx8uMm18gkwPJ8YjQSc3gE/XAfydEcNtNQO9v1MQ2YW93abKXE9Qie1x5oXnfZBr5OefkS9Y65BhHUxgboq3dR3hxBTyskj46kQM1h2BtQS2tdSMbIhnFVFrHbXDlRsIkSGl+vQHwTjWXSg4LjC5O45mGV5e437VUIMJ93cKE0SSA7wIDnGPK5lrjHQ2xoeCOgZ/HcOjkLV82zZblT/cKREh5u/spz2P9Oju3vPMb3tu7jF6fP4eP7N7Dxvsbe23Ok73x6voYGPmm7jueiNb5Q0dfR4guAy8orqehzKINkaqCfHKNak2CiQQ4epLCpgi6NFO/0LMf2XW7YK/fZHHx0Ai6KwORHPvHZ5o5nBp+c1qXUVy0epaHrCsnGRsm86C5bA/P4CbQx4O1N8GgAvb0lnXmqqlkf0aFoGtWibVFUw9dWeGQNN96HZzqmq1GF2lpbajSCunUD5c4IalpBPz0BDk9EQbg5CJh8a4XD37eYO2Obtb7ivSb2iVTPO68JMHVRDgGi8NsxZXefzO4zn6O4ktGuEc9R72sd2qKi57ymGUln052F3y24C/oYeZNLewOfQdZVfHfJM6bcZTJUlkoPyedu4Oi7Ozh4vcJf+soHODE5fvr5XQzey7H3VonB25+jetCzRqpl5XkXam1JdGt8pGsrj52yD7Apn1QNhR9S7aenFbhHPoCSBNbDziwLP3ZfOKe/Zp6ASgOezGCPha5Aaw1siUJUzJ2NQa68GXNLfBVnQ/wLuWSD4fkc1YOHUMcnULdugG/dgNIaNoaVxqRn3FSy/iUUtsrWM4+suIVOW0AT+2yjJu3yBYRsow/JtNgvoTTUIIfa24XZHUPNKuiDE/D+gRzre9hGVdDk15KzGq9y4w2kWZpCFSqI5LbajS3CPbnwRNiMnhHrPYRNe2yGvv+pV/ru9945A+b6Oh4qG+difPK+J3xxnawtwIvk2VLu1gjMbmMMfuE2Dl7dwuMfEL736sfYSmb4h/deRfnmFm793GD8Z5+juv95r9M2qFjDH91DPUN8MLBCArLQoetuNBAvgLRYDlZrcCJ4WD0puyls2+IsN6os1KQ4Uy6AkkSaDGdeuU9qCtmiALSCHeXQZbXQFelSJeDDe/CIWIYvLBFd4vDoq77rNydm4JWXQDf3oCzXpFsGtRJsFUdJ2SIBLk7qjyPl0R61VUce9ubHFbnoYBYuFi29ZqV4SQXUjp0155aSRMJIezuwoxxqVoFOJuDDI9jTqaPUaM2LsaJkkyT0D72yWHYIJ/oiHgA2zjO4pK5B5F1Hm6G35qlWal9qQtV7hiuPifH9Uf1BPO6+tAmhehmRYm8mmC9DhJsIveLtwLOm3AGoQQ7cvomn39/Goz9n8Z3XP8arW5/j/3rwCg5/dgO3fmqx/Uefwdx/0AvhQnkuHUxijm036W2ypvUn8wURLo6Wupdv3oTEScsxZ9lbFg6Ovudnhp4b0OkUtq/VrhxDZpZIKMg2rXM7nwtEN1WwGwOorY0r683pY4zBsvXY3LjQw1dCeiXsSbf8C9ba1CjPFzjS7WyO5MkR7M1tqN1t4PgUOD1d34wjFAJFx3kSMtWySo0fvyf9qsfue6rCaPBsDsA06QeisauX7sLc2AATQR/PQU8PhQUyFDw5K79R5ciCnVZlJ6b8SsQnSjumLxCDxdBIH56Mk87sWs1d4XhXNg73UNseEmPVF8j/zsOH09GNS8KBl1BZ7NchAO45rGdPud++hf3v7eLRb1r8zm+8id/a/gD/4OHr+OyP7+D2H1ls/+F94SbvMfGU58LT0oLfUeKaJZf9XSVyFKgh5p4kdazSuJeQrVRclgVoXkG5wgaa9qRoVSSJq7IEn056M86pQQ4aDmCzqJt8LF6ZagXOEqjhsN94VskCDDJavIoA6LrAKY6lz+Z17NFzowOiSD1eveNFUHkum7FXntag+vQ+dFWBd7ZAm+N68wiIhSUWjjXNzzwCBqg3o5Y0OFJ8Ml4LjzsrAjo4zfXWFuzLL6LcygDDSE4KqMMTYbosS4R2e1q7frURoVqcdPZj7Fm8ci7xMX7jeoX6v3nxDaBdkROsg/wmSR3S8u9Zi5P+UsWvuy4Ukhtz6Hfqlfw6wjhvrCkr9BX2ApDTtre4LCZ/AenTqAZ4xpR7cvd5HP3gDh7+BuE7r32M39l5Fx/ObuKNt17E8z9hbP/R56g+ud8bk05JgsBvAdQl87568CzilbrW0ug3SeoXMSQFZdK5KKFOJkgSDdYE7sPm6OBZXAk6AlXVe4FRnoM9vn1WgY8Xr0fGSlzUv5wXlRgGqSJoqE+ShgtHoaxlFlWweChUhYIQnjOXlWDHO8Q8eAhdlOAbO6CNMZSxUqnvQ3AesdJeMwtJMltbWWjlAmzkmQECoU0TZ12XocdALPr2c6heeV5yLkcFyBiokxl4OnWWPhrFQ8yOlM4nar2nE3HKX5k4XnIyFmxtXfQWJxR9aMb16Q2fuVaBUCSorFipflliud5clgEfqFW5rKxLxnYk8/vK0lDiJUAh1yF7OuSZUe7Jnds4/f5dPPwNhVuvP8T3du7j7ckd/IMPvoudnyXY/tkjVB/176REeS4TWsal6jVJ0plcLlduL1ZWFJ90StLzYLOuu5PzfA460SDLqJ4e9LsOEchaUFHC9kTxUC689jZ1lYynM5jHrU49ocLwilxlWyt5YYVUtZXbLvDyCaHY8nebTkOROYUR4GeFrxZdtMbNwQE0W2BvF7SzBaUV7LGwbnrqAC6Wv2DNisKoWCQMWxAjfuwBZmcq2Nm8uSaJoG/eRPmduzCpwuCjfdDxKZBnLvwUeSY+tAE0FWJLsUcDDfMcfr+E2LbcnwEqAyqNUA2QeJHUtkTj6uJY2ViuQ5ZXKcyr80WR5xPYHFeJT1rH4ouYgLMXN7blCmLvfeWZUe7Ft5/Hwx+mGLy+j1+/+SkOyiH+yb1vAH+8hZt/NoV9/+NeE63GY/khtoSi8EGvBsktCaGYWBkBUqqtXNd0328ySWVBVRV4MgPKov8C0Vpe/sLhznu8uCqXDjmca4GtTRZx8cFC/ALCtqHhQ2Q9NWBlXZjfoLCjYiRFIJ01e5IuC0kwwxydIBkOwbtbQJYKiubJ05rcapU0mnB03JNPqDKLderGayfNal5KEqgbe+Cv3IRNlPS8PT6FPZ2AHNFZMCriNRnHfrW3Jh3CIi7QcorCb37CmrpkTs6yARgjNQ5VJQq+soKcqXq+J1XVVOpnbQxz2RKxcPY6nF0jDp8IpmYv2UtR8JclSvX26J+ZIqbHrw1RvX6KH965BwD4ycMXUf58C8/9tET6xsfr+38CUJub0nTYUQoE7oxUio4ktnoG6KMTirrUNAikXLMOThNBPPjWZN51LVd0EmpfI8ukQtBK04deD5AIGA7Aoxw2S6QRxqSDt8YrJv/vqoSttGVLmrUADQRCqOxsIRri0nVvwfuq27Zl5Y9vWI4Gdv8AKErYUQ7sbEFtjMNna5E7jfg7LyirBmNpVcEenTT7b+Y51I09YGcLAJAezpEcyrMgrWTDns0kRNi1iTC3vJx6bhYKZJxXQ8tcdQfRXVtJHS4lGzFbHxK04qnYaGPgjlZ07FA9hZC5BW77Z0FWjcMlgbsQPSFPpNbM8Rct55jXCyt3ItJE9MdE9D+7379ORP+UiN4lor9DRFmf8xx+2+IHL95Dpir86ZPn8eS9Pey+xRi/8UB42dcPBDQYyEMzptEDlBJRvuciNFI+1u4w7kqJkvcNCnw1YeKKP1RdiBKzF64de5Y5V9iKtd8nJJOkUviUS4KYKtvJE0/eMr5qeBo7L8kXwiwOxB23Cs3SSsymyaLb7ObL00d4sbMZcHAENSvAgxS0uXm2KuQQ9ugYe9R1i8uqERpQgwH03q4o9kRDHU2gHx+BTqdAmgJp5ihwC1e52gpfRCEZn/yP2/w17jv+7rL1HOoxVL9YvXXIkKpyXbyMJBb7FPF4auOZNL7+UiGQbbFngGRGVbbkDIe4QceXLoHHJ6IfWCOXMfJ/D9Ic28t/CuA/Z+ZXAOwD+Ot9TjJ68RjPDw/x5v4d3H/vFrbfVth+dwJzryd9LylZnPN5M6ThX0qf1T+jNLrVaIEcIkuFudHH38P/vSvMoW9k37F7wi+UVW98O2Wp0BW4wieUVWcbNnYWVoC4XcQS6Sqpj8WapgXXTq7ZltLwi3bdS9iiBehS7gBgDw6Bxweg0xmQJlDbW5J/6cBnL0gMc/TUvQ6BI/1Y/T1FoZg8h9rZBu9ugYeZWOhHx+CDQ2DuPEdvCDgFEuLAnjrXv7QO8tigvu5SLl05gi7pabkDbsMqSvEsykos+Fapexh3/Kws1+iYq0bK9JH4vV8Wc/fQ0vam6r8HNL2oZ0DBB+/qDJvnhUZNRC8A+JcA/JfudwLwzwP4u+6QPwDwV/qca3M4w/3pNj55/xZ2fqZw840pkg8f9E58ktbS2WbWUdUZs9f1Olm9IMhb7c5a5zQB56JUhR6VpAOQ/16E1e49dkU10ZHjku5jZdMgl2IaZqjCgOZL4vvuBfSNo88bEyWfV1ixOfB0JmiQZU0R2tboAnTMXcsXxoQ2dj4sQXWIxJiFzYarCubRI/D9B8C8AG1vQT93S2iN/XeTdOkmxZbDfZJ28U23UdtZFBpUGmo0gr55A7y1IUObl6CidCGYOXheBD6YgKWOunSx29T85tHIS/h5cMeHOLu36CN+Ez8vizfDyz9bvHHxLMpSFHvHGvTj9W3qghfiP3dw0XOxrF6y1A3TI+s7KkIMNQvcVPI1N1FUletDM/G/L0O8d9EzkX7RhOp/AeA/ArDpfr8B4IA5wOzvAbjb50SP9jfx8MkWdn6W4NZPjqHf+/Rs3Oxs5eVrKw9jAvSMqx7FRM7l56IIFpxX7KHEP0tEoQccLVw4RmJ1odN7H1EaNBy6SkQDns36YfjTDDQYwCoFKg3UtJQEbodImEpcbSaI17EMJ7xqnB5aukLsZCLKwbPqtV6EtbkEZkG4pKmDsbYS4L77UlEEL4XyfEGh2MkEXFbQd++At8ZQioCnSpRtmgJF0Y2gsa5Xa5Y6uGxZhyzCGAh6bwe4tSeFatO5FFEB8B1/mBmIPLfQCKOeCHBZv6zSlk/Xlc+ebTBK9pJyXkQVKW3fTMR7GTGHjj1D8QwL/S/P5vKsfbgv9ngsgxH1g/U8MlnWtNqfpdCMF8cfRFQrb2Zu5HPqxis2QKV9AxLS7bV7OUil3hLXhPS87kV6qP7LAB4y8x8R0T93ju//CMCPAGCAEdK3R0hOgVt/fAr91kcwR0fnG1jb2qj6W9AhlpsIhjmw83n6Au9eE0kFKpSQKzFL38nEwac6KhWXXlKRKBJAEDY9LX7KUoHXaQLNDeh40skZA0DGUlWSJGMAWkFlKezsDEVcaSJurrVrccBcFjKXeS7z5zfBs74M/iXzRStA4PIJCBqloYYDYKRgDo8a885lgeqjT5C8cBd2ewOKXM2Bf7nLqhNtwtNps6F1S5KvvgizuwkoQB1OJAwzndWGQVU1kq8AmnwllmsLPPDJy89ECZDqgD0P4grDGpsMM0CIyudVmGOP3z4Li6BY7yUoLYDE0Ui0QzExQZgXV8xlO/D+X4awMTImKwn+ZnKcQk6sU2KP0xtwfmNQ9UbLfZFElyWr0GJL5KI9VP8VIvoXAQwAbAH4WwB2iChx1vsLAD7tHiv/GMCPAWCL9vjmzwzypyWSdz7pr9h9wsO90BdtQUZaQ+V5XeSUSnwdaSKK3b/wzABEwftep8rF4gM3Su+L1tht9n0p+3wty2RMzKCiBE8m0klpmbCtqwzPihby4RigPzOhux8Clr9InRdzL2JZuji343dpsz5G8XHfAk1lKey8dX/MqD65h0S/BLs9lvj38SnAs6VWLVcV7Om0SSdAwlKKl19ENcqgTgqok4ko9bIKypiLsvZa4uItH+dtXTO2BkNTbR8685DIGMHTgfMPCA8gMDj6Hr7nETYWKEuQ9zaIai/AhzfdO8JVJc/qAte7dHGbP5FLyPs1FfF3rcW/AzX1dAd89UqrhVfJsqrrDjl3zJ2Z/2NmfoGZvwbg9wD8H8z8bwH4RwD+dXfYXwPw9/qcb/PNp8j+5AOY/R4EW3BhiSQNC+pSGhm4/qPeUicXa+dE1+gYQPDkrtCDtfuX6ibksK94elVjpD9oX7KwLHVl4BDlvo4nxyWQqLKStD0LfWwUXolRSOuEjYEtSgeVKxarglUd9gr/tAZblu+VHeEtr+zTDGowAKWJnH86rd3sjhe3+ugTUFGBR7nzzFxFog+7tcfeqk9QGxvgV7+OancoxF+PnsI+fCzQUy1hDCiSMS95hp6FtLPWwlNQe56dZVWeV5XcC/BJsVZ5Xsi9zeaSQ1hmFBgDO58vcP984dKOhcfQzfa4fLPsGIUVo1AcFJKo2bDjSjevPrH8PqCASK5ipfwNAP8BEb0LicH/7T5fsu9+BHNw0CucQWkmYQKg8eDOTPTTFlXviuTDMWni0DE6NC+gCDN+ocIgpUPiMHCXLLv/1sOkNA1hEsyLXsgcMlYqEM/CYR+qTpc0lF4l1tQYc+bmBkwUkEge+eJDYqSongdmdFVqklaiULWGnc+DghE6Xg1Ks4WXHZ8+kM0tTaQ5SGikoMJG0yV6awv46l2YYQp9WkLtH0uHLJ849mRpy144pZqKZs0cciemvMODuSzxzzjLEChvp1PY6UyUvM85+OfQHkN8T0SumY0Lb65DV11EYiW3zrBpJespTSLFzYsgA58Aj+obFjbWy0qsEgmsOUmXnzPkV/rP56VUqDLzPwbwj93P7wP4zTOfoycFrRoMJFxylmRRX/HoDA+bdHF2ThRYKRAcnNBaEBSgWHDp3m31/3rdSMTBvyEKMgAAIABJREFU0tFariHOgqirGwV+yUSgyuGn11n8fuMqK7HEeoaOAhQ0pki9iMRwQ8/JExcwedhmPIa2MiGnLH2MtxGGMWDoOj4aiTk+hn6UA4McpBWsZYClwbYaj0CjIczDR43z6Z1t4Lmb4GEKPSmg908lbm9tXbkMILCBtoSI6krpBr8813kET5HcVh5x4VLX/HvcO7B83fWpl4jCkey8ukAXPU9AjXNEyqWtUAMaKanj1cZeTpVnl6zC32NF6CXULJiFY8MZfD3Lkk1Dntk5xtx1Lu8xAWCzPNzTeA++ALTMFyqCEMkDFvhSmwUD8oKWUX9P1wmeE1exVtYJMVAd5iB2YZqqPw41PFBv1VUr8O0tvHNj9/ZKbt3LY1lKy4HlLvbCdX3smOQ9uMzN1OUaKCaesgxix2MejSEcH12fHVwvrAHlGSXZIV6i2GRUxGUPDgUJ4vnRnWegtzZhntuFOjwKjUv0jT3g9k3YcQ6al1AnM2Ayrdvh+Y2PqJkf8KGhnkU0nev4DGubW1bpWYW0qmPTLa+Oi6K5DrwBFHs7cRzYFbGRI1bDFTcZ6b6hVs5jyTGi4MvaSrcr5vEKw2EeZbf6uEgHUL/k6pePzj+D0EC61XBVNelfL0kCpjl0nnEVqEoJhLDjxaFKQh3w2OA+Erl88HjtsuxWnrF15i09j+axViz3Htf1Gwgqc4ZxumRvVL13KeLv30u4v8j1bLvCcVGPo5HwpGJ1iCdya2OFF8PdykI6VEWFbqQ1eGcT0xfGQiFAJGGdm3uodoQeWR1Pwcengl0PEFhdsyKGe9EhZMg+3xBDQ2PxcdxVuGWPjV9CRbxUbEc4C+iO18a9f1tKRhqgROvFGBeiMbIpuH4JcnAU0kwz+ew8fYovKMK1n9Vr14ttbkB1orX1DBfWZ0tNxtj5y5B1FAexDgB6UyL8UlnuwrMsxRZX4+Y56lO9WBjCWoHKupqSnVVPpXFd4mVsfZVgsCyMca7w+nh2YKpz8EKaFYDn9FgnZSkFKkAdElg1h35BRZW2l+UphZBMhKhpKPHwu63j4jE1wFkf/boXURGq7QFOb2vkX72F5PQUyKWfre+KhdnckcDFysIrZSvhF61BGoK7ryKKAvL0EjUySu61Yz5jbnkVtbXTrbCB+/5Cyz+gRq60N40e8WnP0R6HCJlr7DwbAxRGDK3hEJSg0QyHXQ7CV1yHDTjM9eUyWnbfhArviLQAtE3UkUZ4Xo2woKsxCDTAMYOnt+wvM+cR0H4utBiH1trPKm56439fY73/8ih3pYMVceHE6TrxE+obFvvnqaLPNQGJkiIbH/vti9iJlY2HTq7brEKlorMK53PHBWJ6IV+4qqQc3t1bX5w7O76Ry5IFdIojrGpcMzTbUDU/fATxW0ywcsTHsqgw1hWvERFsrjHfIex/Z4Rd+jqSxydQx1OoY9RK3FNFx1DFsgqVkCEGn6XCzxKPDy78wUsaLRDV4SRyytQqsKo9j5UeWqx42u+Ib31oeXGdqRa6yCu8qBVjIM1z9ytQSRe+TBNR5KdO2fj1n3jkmG1cq94klt/KhcV3Y/L1DEBdvAQEtsjQbIRtXUdAXOcY2nmOaLPl895Al8XNHfDpYOy0cjFuXfSxcH45lLuzMnn+xcfu6p/hkql1HJe10IqSVypl/wYbvquNtCRbcV+xqxt7EtOa2ndtWIbci+3QHX1d5YY3cV5kQGMO6yreWFk3xHLT4tXacfM7NNGSDXTlhr/OQlQK5TiBGQKndwl6PsDewRT2/gNBVoxHdZLd839TZMnG7fccOyi3m4tYBscOxLL5dMUqjdzrKovbc92HY9XiemKLkAht4aTJJ9odJbEgkTSQ+Vh8ChoNZc1EXa48iylnKWhzA2oyressgiXKDcNj6QZzySLeRVRvYG1dUd4VYrF1kRxgOvXmeXIZKyWmfLYMgqk91CgMw1xfN2ws/XT7M67ciaCGQwdx+4Ku6XZRctevXyyI5a6oRszEzQyMXeD3Xibk6UbPgFoBELC3gTmwC4Wx8J26YTWX8h1KTb/F2ioGksHTemUZXztOxHnxicb43j2tQPzu+et4q8orirMUkPShWdAasz0NVQDJBLApodwbIX04AE8m8qx9/YOKvIBQ9+DmtY1Dbs9VTKp1lpDEumNbaKGuz73H0UD4eGDCbA5yzd19MpR0JspxMJBkqy+Ay3NBrA1y8GgAzhLYzQFUoqEfPZEN2FdcJxpqazNQObCxwGwOvsqQjL9fY4TGgewint2NhVy7QACLIQ8f1/Z1B15i2pHzSIs3qGEMdubcOkKKPQ3IZ1a5U55DbYyF68IVm1w5b4VfFH4HZa4Vent8lQWUcfF3ApU9OdiBEGfrFY6Bs0S8G5ylIHIY/KKQDWXVnLCtuUiA4AF1JYeb31tyzjModjVwCbXgitvQ8jDEPNFMeLbpDexsDuXDIB5+CIBLrJ87F+poS/LCXfDJCczBYRiLTYCd9ww23jvB0bc2sf+tAbazl5B/vC+5DQfxYz8HHfPHzKCyAifuHrMs9CHoC/W9NOmy9pnlPrJM5r8oQlEaWwMuUVcj++bvjnYCnhXTeSDUXgdZ6jiSStBgAB4NYAcZoCB5qXkFNS/E44w2OPYka5G3tjDu84g1nR2W5NQMKgswu5BMW4F6xb4KUx7zzZzTE2nri9BistWF67y1Dc+kclfjMWhjHGKH4h7msutf9UvSjhO2heodnQoXjybqTxuQSOMQcefPMCyfqLKJvHhAv0TqRZX0OUVlaW3t+uYSvobAxTnJ2CZSwFnzypOvuQXuS/oB1FWDls9FNUF5joPffhGDxyXyP34fZn8fzIx0wtj6X96Enc4wuPE9PPlehvmNHHujmxi/fygdrmQAaBS9OCvOe1R2OgOmcuwXrtC9uI0V1i6gyohcstM3TCnKhrXvK2gpz0GuUpNzoeCgUwafHsGenEi4bDiE2tmW8MyJ4zbyYTSlgERYUwGAtYbyld5A3eSGhT6DZoXg7PNMEGBP92FPTi+WX+tSij4caG3dCDztOM4nVeM6irjZu/MmSfc0NFbIKuXd+VnPMMazp9yJQM7ia3S6IWrin69QOIb++Xkk1IodcHHKyJPom0zVETbYcj8X1cdhCwtTVk3kwhUr6TNJ7PZ7zhdjJdzr175WovSVcu3Z1IJyR5pBbW2G0FWMr+ZArtaD4bND1MtfxcMfEkYPctx98Bywvx8+85xGg08OUe7eQHHHQM0z5I8HSA9PwI6+d8Fqt65hxTPyPFSWgoYD8faMbW6CaRqqm8EWNJ02l61TZoE0DxAW1CyBAkAnJyHMwycnjkWS6tBUkoKTBKQU9HQezucbuFMl0FXOUvAggUk1iHPQ3AAKMBsZWBGS7TH0509gHj8FGwM1HIAGOczT/V5zTEmCmHMHQDPJ6u/T55+iXFpAyURc9RS/+/4awaPsb2gshGKAwOS57DMATUQU/ZImVKUE2iWsfJEE82KM9irF9VIMj9IjEeJF5XZ+9ixzPRElnteboIGUXdikp3XSkWy7MjlLbD18R9WbF3NNiRCYNFUzmeuUBHmuD8/pkQI8yGpEiouN0rwAzebgyRR2TiHfsHT+upAzSqHarVDMUthB4m6VUA6jxNXJBJzvYLQ7RbkhsWeeO26c+AV35GaBK+bKoH1LLMtlx3jqDACYL1FISomS1y2mSSAk+8PPAGyqQINU8P/RGGLvhFxLRJ5OpSOY51oCQOOxNJcppJ6DygrKWGAjB/tG84bBRKhGGlYPkPMetGsszpsj2DxFMhrBPnrscgiqe+6J6irZtnjFblni8W0hqTxHyWBT1FTGjvky3I+fR1djcRbOpS4l3vxM1T+HgrFoo+qpa54t5U5RoYe3HtJksRrxqsVjTv2DZLhCHtSWTYDdUa3IejzcsGk45MWF7+msuGGPQMlc67d2b1qfBF2mNNfERP2iD8U7UUyTFAFZFpqf8ESYF1lJJ6pgUToridNEOH1yF5uvBqBZBZqPoWeOT2c6Ew6UrhBIXLXqx/foKbLHu8gOATWrxP7JUsTdlO2tHVBmUcxTjCaAmpRBAXqOHU+EdumwXI99XlBYzQrd7u/GyToFdtxF8ZNiI3UZPqZMuuZMqo+x4qVYyZEo/0wML8V5U5JIz1orjcPjdUVpBj44rBOrzKDJFHQ6gZ6MwaOBoLjmJVJrARqBiWAzDWyNwFqj2s5hBhrpIEGqSJLAqStaK6U/Lc/mdaI0UJR4D9w2jcQGHJkBmHru/TxUtd4hqo3LGFLpKajPyhK5VMFTTS1cQ3ujorlAn71ewT87yp2EPAdOsQTrIXGZ+rJsHAvg6l1gI02C2VoQU51E8srfKSGqTH82R2PEenGu/HljdZQkYimNRjKkyQo+9/h7WkNtjEHjMbgoYR49an7uSuoXGlSE6woTZzsE0bDoPGQukH+5lyKEuKR7lT2t0UU0y6DGw2BxBitJZWCrwKmGzTV4IwPxEFRa6EkJdTSBOp3URF4RRa8UQKUNxW8ePMTNP/kG0uMK9OTAVZSmyA/rl+XJD7aRDU5Q3h9j41MLfXgqCtK5w1xVvRq2L5VVXpGv0OUOJIUPCS3bWD0R2yAHEolnc8t65aIEz4vQgIbyHFQUzaKlshD+HI8Mmc+h5sLxzn5jaI2B8hyUpk65yoahNjagbt0AD3OYN95uPAcGgMkEdHIK5TpZ2ekMNJ0im+0IxNKjwYYuEUpAtZlC7W1BzUtUWwOYQQKqLJKTAupoEvIdYBaF761cV0/iDQ5KvLdIMrclu3BidFO+rsGPF2ihaqzLg3U/yu6HFG/AtXEXQjNpUuuGgLdnl2tydTeqH2/+M6PcKZEEnG/mzNaGn0krMFJQVUUKQioYr0TB+4pCZtCsgGIGZ0kz5h4d2+bjWCVnah6yQtT2Fvgrz6HaykGWkXy2L20G15ybkkQU+zBHlw0WEpbM3U05uooolBbF7F6GQGvbIWwZ8Iqx1VjDniK47nRyChqPZCOaZdIrdpSi2sxQDhOAALWVIdnMoSdjqKMN6EdPhIfdxeO7qjcBYOf/uQeezWH290OOYPO9Y1iIknr6OmMzL6EeKYw/lWYc3uLkoji7YncWYZwcCygLryj9MZ6vRqnwfBrX7FrvXpFub0k4y0F4PZy3Mf9lAZ4q4MYOeJBDEf3/zL15kCzZdd73uzfX2qur9+63L/NmebMvGBA7AZAADBEiCdKkSJqbDJoOU7LDpsVQOCzb0h8KySGblhVSkLZE0GERXAwuJkwCNAmQxGDHYAazvv3169d7V3ftS27Xf9zM2rqqu2feMDwnYmJeV1dnZWZlnjz3O9/5PmQYEtbrQ9tO9HUA6HSgWuupgw6ygHoRhloiOD5Go1jEv3yG1Q+7iFBw+oo59tpUvke4X+1p0ahKFRHLKCviFUE6hd3NYGZdItvQDy1T4udtukUTJcDs2Ng1F6Opv3vphchqU8thBwG0O3FRFV9zI3IQiTyHUANSBEMeAmFsxDNw2geplMeJGJLtb7PvrqV/b/XdzkZh6AS6FOrYn3lPyV0IUUT7p15GP9x+DrgC/DZwBrgN/KhSan/CJvrRMzhIsD6FUmFvCSVMPe4/yo3+mxh1E7bd17Gp1fXyr5jT3qnx4BJh1BNbUt3/H1gRUwWCqRSRJTFb/vEvskFBpXEJOJmwlAJaB399AH6KnZBENqux8VYH6vXJbk3JFOZoJEkoDGNNdHTF2O70tPXNXA7p5aGUInQlygA/b+IVLORMCqeQxtipomqNHjQwrtEVrN7tf6xpojodxO2GfuHyBcJCvJpIYDjPf/POYPGsRrIaUiNVMugHinQcfd4dp08/jCIIQqJqbfIDJU7snF6mvZQlsgRmM8SsdjEmXJdRp4NhW/gzaWTBxbRM3fMeSfBDoZQ+n2N+JV0XFUZE8TmSmQz+Q6e5/hMWr3z8V/lCu8Sv/x8fIri1Mn77UQiRLhCUHxxcgVYqyLKDzKQxshl9z2VShLYktMDwwehESC9CWQbdKZvIEtjVFNKPMNo+stJE7lf1uUxWBPG1rrWdOjEE01drHYW0hlbZybzJGywuhxRQR2qkBIYWMZwWDjqFJa5kb+Bhcq+V+68Cf6qU+qQQwgbSwD8E/lwp9U+FEL8C/Apa4/3oGBXkUbH2iCn7SX+cpvJbWb0nVbtjgx8Q1TXtSyaG2En1Pii16v8NGRUkmDHxysYyNa8dEF0fs9ZBtLqIepOoUj2yapeuqymmpqFZFK2Dzk1yqkhUzCE8H8MwiGqNYTx7BIqRhRwinyNKu2DGlafvHaDYDcWYc5Ws3IYeOEr1jhdAtDtIz8Np51GOvnTDjEN32qFbNAnSGayig9WYwtitE62uH1llq0hp7D+G1WStTfpWgVoqhZiOaC67FFey8KaT+wAbaIxLl1EsIqYKRNl4IChx9vICZKOLUIfvv7BtxIkFKg8VaS5KzJaicFshOxpamXj822WMvIuftYiWCxjFNEa9A7uVA1DdURF1OgzqtgvXoXHK5fueeJG0tPnbmQb/+EOLzH56Y+L+aHMUdxgW7P1S6c/odpGejywVaZ3Os/uIiYhg7nkP92tXCWs1hGmSue8clUdKtOYtIlMALk4tjbudx9ypQaWmq3TH1ti876MgVvYcoD0e+wS8OYZD4s/aM4WIG+HCslBSIIOgd/1Hnq+pw3Bspti9eKgWgPcCPwOglPIATwjxCeD98ds+jdZ5P15ynxQq6ttjJR1k/cNbX70npgvxZJrydbUlqjXdRHWsPj/WD6Dp9YZh3nRIA3NuBiyL4O4aMptFODZRtY7yY7w68Id8PaO9fUS7PZzU476FMGSP35wMg4lsRo/EC6GliRutA9Wo8cBF6vdNEbgSt+yT8gPU3uRFlywWiE7PE6YspB/qYRXD0FOMmWgIUz/6HOhG7FAyH73JwxC6XUS1Dl2PsFrDzGaQl04jZl1EBMoQdEsOpmvitLsEa+uHf67Sk8WJuYRa32L+WyXW0i5+TtEpSVQmdbxjGI0E94+H44Ce05S0LeR0iXBuCm9WV6EiVBhehNEOtNtTo4VqNjXzZNJH2DZBMU17WhKkIL2tcG/tEd1ZO/TBFu6WEZUqqcUFouk8Qc4hyOaR0xmsYg61uUNUrx//WAe/Zz/A7Ch2OtneS7X3t5n/jEN42D7VakMFzcGD1fdmlMuw+4jFAx+9ym47S/vOAlZ8LasgIHztGgXrftrLWdrTJl5e4GcNOsU0zqKL1ZjG6IbIbqjtEuvNWBsnERiL6ZJvoaaS3rkxRY0h+5PBiX+zZWp0wBx40EXhG57ruJfK/SywA/w7IcSjwLeBvw/MK6U24vdsAvP38Bk6epzzpJFxDObApBjDoOjFAFtHxc05IQUqUETNtnYysi1d7bXbRPfQVJOuqzHcbhcjm6H12CnKD1qYrZM4NUXpuTUYfGgk1UscUbuDHMC2E7aCKE0R5VLIUCFbHS1x4NpEroPoerBfJdirHDh/xsw0tQdLVM8aSB/M7oBLzYQQtkWYsQgdA6PhYVQa+oEnJdgW0h/jaToh1DGs2kRiVB4EOuFFIWGthlFp4kYRxl4DhCCYy+sK2BwDuCcxKKalwh6XOmp3SF3ZojS9TP20RHpKwySjf57JHD0dnNj42RZYtq4UTT28g23h5128ok3oSgwvwmyHcWOwDdW6HuI5qo8Shhgtj/RuCncfiq/ViG7fPdYAlQoCgrtrsLaBlc0gpqeI8mmifArhLGN0Pe3a1fVQna7en2NsN6zVyL1S5uXnLvC1E3/Ks66B4/qE959GvHj18NXUCPSRnEfoM1NEFBFZ8HRxBWsq5NPzSxRdt39/KEX00lUye4vYJ6dpLbn4aUlkQKcgaZckoW0jA0VqL4VbTmOnXcTmrj5Gz6NHszwsomFW3ZuKRPvesuPrZMBh7h7neu4luZvAE8AvKaW+LoT4VTQE0wullBJivBGdEOJTwKcAXNKHftCguNQ4y7VjxUBVO6mpmRhoKKUQXT2c0cNK/XhUO4GF7lH8SCUd8EyG6NJp7nyfwT/46B9wpbXAH/zVM5T+Wh16UwvLRGQzGIV8n4efy+DP5vGKNoYXYe+A3PMRjRZUapofPsgo6W3LJjq5QKckiSywmgq7GqDqjcOPodvFaHiIwMKoNIg2tvSQjGP3GpBv8KQM/zju+GNdkMgbXprKlke0u4fqdDFbbUinULVD9l9FBxZ8wtAJP9opU3wth+HnECEHpBrMhfmDkFZCoxv0XXUd3eTMZVBph9Dtwy4opZuDkcLd8zArHWS9rR/Gvt9rOgvTPHTEXXkecn2XfELPu71ONKDmqGU7oslJOZ6dCOt1RLsTV5IGcqZEVMgQZVOxBIeuaI2WB9tlwt3y5HMLsLvH4nMlfnz6P6E4X8f8YgFz4w7BcVllg05l0GOpqE4XsbXL1OtT/Pp3302p2IAI5Mw00d21/vujkHBjE7PdJlebJSi6hGmTICXpFgy6RQhdQXfKwDhhkFqyyd9MY93ZIdwt9x5Ah8qeJGYvCdf+qBglY0jZm/Ql5aJMQw95+YFmNfn3ZnRyL8n9LnBXKfX1+OffQyf3LSHEolJqQwixCGyP+2Ol1K8BvwaQF6Ux0yZjTtbga29CLF9YZn9oYxSrH+S4xhgcMJxE4hvh+B84sBIYSVTK88C0MBbnWX8mxz/86Gf58dwdqpmrfK7+jomeqIl/rJwqEk3n9Wh47AilbJMgp5u+RitAbJS1MUXceR9VeTRKUzA3DVLiZ22kB25ZkdkKse9WiJKVgxBIxxlmUACq1cbYriJzaT1+3tVmyjLqQ1pvZS9CV+xqiGY5OO2rNes9wvI+olY/3Fd2lMqXVIWxebbcLJNxTfy8rc3Pe7IDBqp7iKZPoqmTy0I+S1hI69WNJbWjl1IY3QijEyK9UFM6Kw1UeZ/I8/TD0daUYIFmKQgjmrgkV0FAVKkiA20I0oO1ZExztMz4gXFExR0PJKnkcg9DDUU6DuQyRFNZ/LyDKrmYhRRmMQ/VxmQKrmniZyRYPrWbRS79yYa2MHyDRVHiVqalexUq8ImqNYrf3iJ0FmjPpsjfCQ8mzvjchHsVDMCuuHrVlHax57KEtkPjpCBIKwxPENmSIJUmV1gmdSuNurvRP65x0K+KpaffjBAc9Ae8DANchyinoT9Rb+vr1veONr0/It50cldKbQohVoUQl5RSV4APAq/G//008E/j///hcbY3KJgff8BwZ3ikaXHYlNf4D5B9Af9I9bDPXpKIk/BwMn+TS66BqmPikzdedgWzeaqXQn6+sAnYvObD4lcmVM1CaC2PmSL+VBo/SeRxshBhhNkMsMs+xnqZoLx38GaShmYczE3jLxbxihZOuauX9jv6ckjdraPWt3oPJGFauvE0olMSdbo6ARA/vJIJ2kTt8q12yhp0BRo4x8LTVmlRnJwT7Z5jU04TDnEySxFDPyJUBCmJLDpYqVS/uVWvH9y2UiDAyGdhfpZgOkOYMgltSZ/TCIanetCL8APodImqtd62JfTkhZMGn9aBH08l1NuNehOhvQngRAd/QhEkHOdQeCTqdDQFUhrIVhuj2UaWCgQFl8gxCOYLMJtHBhHmTpXgztowtXW2xOa7FD/zxFf5vZuPEd64PfleGkeKUBEoAdIccCyLK+UgIFxdZ/orEBYyyK6vj3/cdqJQN5aTlZZh4HSmsZYW8KYjUFD8tsRqRrRnJPsXLTqlGQo5F+PGWqz0OnLee3M2WqJAxH7Gg4XT+Epf9QqI3rXr2KiUQ5TSxjCEoR7M63bftMRGEvfKlvkl4P+MmTI3gZ9FX5+/I4T4eWAF+NE3vNXRk5PgWvEQScIXfsMmtSP4mH5A6M9TyZTaEQnJmNLVrvADgpu3x+++FD14B3/y9oRpEmQsKPS/xP/y2o+Seu71ocZi//0W0ak56udzmgLmKayWpoAZ9Zg50/VR1RrBSLNUWLamLBbyhHMF2osZugWJ4SnSjS5ye5+UP6UT3dYeYa9qiZlB/pgLLQo19u84/anTN6B2+aYi5oTLlKt3od3RAzdxGLMzqEwK2WgRbG4db5uxxnyCtQpLUxK7JYfWrKFpdbalqaHRiPzDwECdsEzEVJHWmSJeIeZfdyPMVoQI9FSz0QmQLQ/R7uqJyk6nr4OeHGIQ6CIk8WpNzu3YoTITme7DmirZFxETD8Z588b01fA4U9VRSFSvE9XryGoNK4GZUjbd2TRewcTJ2zh7lSEqZXcpyw+/+xv8NzMvc8Hd4jfFmfGr3pidduBBE1fGItHPHwkV+ESb28jdxNJw8sqkN4gUr1xFOoWfFjzz+FVu7M8w828Eolwh9cAyO4+57F+SdIp5Zh0T6+am1rcZHI5LCsPE7QrZN7DvIQCTC8OEdIAUump3rNjpLQTP19f0G5AzmBT3lNyVUi8AT4351Qff8MYS6tHgyUH1uaaJ+t7gF52Mth8nw6voAK97qPI/RjIyigVa33OB7ScsnD2Y+1e3x39UzxXoaBxO+BFUXL7UloQIqn+0hOttjH+v61C5lGPvIYG9LyhdCUitNZHlGtHefj8hD0YME8jpEuF8kc5sCq9gEBlgtRVu2UOsbhHs72MohUi5vaSiP1Rq7G/S+VExFdQ0EakUIh7NH3vohzWz30BonNLtrSRUo6kps5ZJuDyDn3dwNkyYlNxHiodR6ExYJirl0Jk2ac8KpC8nMieEacVJQ5ugRPk03aJJaAvMToRdDbD22jpZxXi7khJSTp8pEQ1LPahOd/jmlrFP6QgslkAvOI4+D57fXzVJ0dNxGT3fMp7heKMRtVq66NjQDxX34llElEeZApHLIlqt3nF4OYP/ePrLGCLDj2V3+Pen3kWwsnrwuxdSP2jGrSISjafRiU1AOhr6EkJoKmswBgJMBiKTpBu/Jmyb5gnBZ87+BX867/C/rL6DoFbD2NyiZD/F2vssKo8GBJk0s6ll3BfDYXqoYSCE0saDTGzRAAAgAElEQVRT4Rhp4UNCmKb2lk27uqh0bO3ophTCj++dt0hN9G0zoQr0qY2jPpmx1+i49+sR3jfwGYmm8wiP9jjReud93PkPQ37usb/mN195B/yrCW88LjavFNZei7lvunyq+QsgYG4j1BTDSnWYPSIEMpNm/5JE3leHb+bIXN0junmHYIKuijAMZLFAeHaB1nwKP6PNMKSvSO8GOJtNZL1JECsjqnpDD2wNUrCOSMY9sweXvh1bdFCeoFfxHLKSOXbEEJsKY2nduEEuDI1rR7bsJdJxIROP055lnhiCz5QfxBxkkAGYXTWxMhxqpkn9+YansOsh9r6HtbGP2qtAykUU80Q5lzDngHQRYYRs+4hCTpudhxG0Ynqrr3okgB4rIzEeiRNVz4c3SewDktiHqlbHx38vkVAOzdfAXF46oNdidBUvdJe4z6piCMm1X1jmwj+rE+4fpNaqcODYxkXSv4n6LmKikCe4sISfs3DX64hba6jDqJuqfz6Va+Nn9Qn6SLrLv8yke3MMzpdeYjb/GLuf7KLe2WKtmOdkcBLzy/v9B0ikV2n6Aao1lA6YVo8pOoVl9wYkVdrV14uhNaakpxDtWO/+LYq3T3JPMPVJ9J/EMKD384DGw3FiyI9zzOjlUX/uOHSLBtl8g1BJ/IZ99B8dESoMETv7lL4RMvWyw/5DedZ/wKf6kzMUf/Msub+6Rlje059vGKhCju6Cj6Ng6kpAdHv14FNeCIxcjuj8SfySS5AyCF0BCqxGTLere5o2WKkN3eRRq4WcKiKyaWQUEu5Xj159JINmkQIZxXK8Y6oopd6yiqS3ChuwfFNBQNTpYK7tIRtZZL3JuD0XjqPZCUEA7XZf22OkchSeT2bDx2qbpLa6Q8XFoL/oML/b10NQaxKj0oL9GsHuLiiFDAKkpQfRhBSEjgW2REmByrsEaQMRKpzdNlIIRKerk0AQEtVqWpJBCoTtatu/KH7gxMbnE5N1Mlw0qOnu2P2J8Ngg+l5kMcbNEqTvNviVr/4wP/yh/w1DSP7yJ/45n7jyy8z8wavDcyEx7CMzGa2FP7ifvb5V1H89kZIu5tl6Ok3jVETh6hQL3QCujCT3MasEYZmIIMTdlYQqwhCSuz96juVPtwkrVVS3S3alxfZKlkfe9TrR/Abf4RLnd84TvnZ9SLuo9xkq8b49hKItBDKTQuSzfSMTQIQhoqvF3ESro5vqb1G8bZJ74rDes5HrLUm1MI9KsN/eTWYcrPCPiES/4g1FDBPJdJrsaofOn03x21PvZ+nKBPwwWaYfB3NOhnJaHTqnirR/pMrNZ34LgCc+/4vkBuVxDQOVsjHqBtaNHOnPfePAzWjk80T3naJ2JkM3L5EBOLUQd9fHqnQQbU8za2KDYyXGww3KthDZDLLdGWJfTKTjJTrr41Qm7zXGsJqErWVgE/bOYNUdrN5FbNpExoRGYjIFCHqVMdikTd7jOhCEuNe2cIMA1WwRxuc6wbeT5C4zGf1zt0vU6SBu38XYSWmNm4GHWdRuw76eOpQpFyPlaDVMPyDKp/DzJpElCTM2olTQsgOuhWh2EPU6UairQ5HLQTGnKXOVGmGlEuP9sfBab+Ub9pyv1KAmE+jp61IBw7ZRzVZ8741Z0SZxHKvC0bi2wrnfuMQThZ/gxWd+i0UzS+k/ugNfnxue3xj5bgbhv14DXciBh5Tu6QSlDPXHuvzIo9/mswuPkVsr4V45Yp9iH161X2Hu+Vk+9OoP8sWH/pD6+VDbCaL3y1jZYv4bab5z9gR//6G/IPNBj+fXH2Fxd18zfuLV7JA8gVIII+4BJnDxgG6QhpFyqGyaKGWhTIkIIkQ30kYlXQ9Vb7ylKqNvm+R+IERMBBMSZDyhOjjE9EZDRbpR8QaTj24WaqzYurbO0qp2mVH1xoHninRiPZrjcFMTrXrHwTs7x60fF7z+9G8C2n9y9vkG4dYwi1R0faa/K5h6qT+VahQLMDeDP5ejU7QJ0rHeRlfhVCNSmy2MjT2iWl0ntXRK39yGTgJRc2QVIwTKtXSCGPKePOSYolAnr7eI9ihdF5HL9Uw91MgkrkrsBeMY/U57lL5jSFOM4zDLTBpsC1Xe7zcJpaGZMIaBarb0z6UizE2jbBOj1iLa2iFqNgkrY6ovNSCFmyTgSBEFPkaxSLoxQ5S2dVMtCPX302OQjZHcGFFGFYZEpFJ6mjb+3mSro8/bKFYvBP50BisIwYsHlWJj76jbHTqfMpfTDK34IRe1OxzHgyBqNrG++iqLtfPc/4lfZOaZLcr1DGeD8cqlapCuOfi9DUKc0ugXTlJguj4fzL1C/aLLc+eeYOGwHYrPl/I9wlpI6rurbP/WOc49+QvMPC+H5hZUtUbuWo3956d49ewS/+LEn/HEsxdZ/IsCorzXb/TG+zQ8eDVQvce9Q2EYekI87RKlLC1lDMhAF1l0PT2D8hZCMvA2Su49Z+/kiZiI5vcMbMcJ7x9BPRqMeBr0De5UTzdDop1tVL0RW4nZyFxuaEQ72fdjbTpZEucylC+7/L8f+uc4Qo9rn/vCz/PAxhZDt0+kEO0uxdcbGHs1OHeGzplpGjMWoZVgw7qBZ3QjLZhU7SC2ytpKLgwRto2MV0cEAapaO5i0hdC0LFNq79LjxptM7AlvfxCvFK6DyGWIcimUlEgvg2FZhHuHKF/GDJChJDFmn5QfaHXRYAJ8JASYplZXHNiGkAIsG2L4R++ni1dK403ZoLLYS0Xs1bJuHI4LNX4wLaxUEI2mxnBjAxjpOMhcNhazivoa+50Osu3o/QqHq1zl+wjf0g1b09APiHHR9ZB+2Bejgr7Usup7EwjHQc5OE05ldJXp5ZBCyzXLrge7+2Mx9CSiTgfx3Wuc351n/5VlMlmBaOyMvV9731liEZjARZ6n5yfU8CCXud9CrUzz+YsPM2vXqT0QMP89jyK+8uLYfRGm1f+c+Dym9kLmviIp/ekV/RDvfU0Ko9Yif7vAdjdHQaZ46NQG4X78/cm41yEEQvZXRaPUbCEFGDYynUZk0kSuTuxKinjGIdSqlfED9V4GlsbF2ya5A3HjSBvwDkXCnunJzU74/RtIMN73a5JP6qtXJyr+9ShaCRc+nUbkMoSlLIFrYt/YHE7unge23adYHthg/6JOhjOUZdItCs5bfR2OC78e6uXf4J9aJiqTIrINuudmaSzZdIsSFNh1hV0LcLdbGPvNWN5UN2eiARVC5XlENYWIl+Jjm4TxQJQIJzcR33RIA5lJI/M5fXP4vubPJzIBfqAVNlWEMiRh1iGyJUbbwCyr8U315PwkY9xhiAr6y+FRmp0K/L7RxpjtiUR5dBSuElJj4K2BhNrpIIOIyBJ0ipLmYgpnaZn8VA6xsnFo4huKMf2I0PMQiRdr4OsmsBL94sG2EOkUIkkM8TAT9YamiToOqt0Zq0uj2m3M7Rq02toSb0DWgcGVTNLTCDVMqmyTMG0Tpkwgg5zPY3RPIGtt1PoWUWzBN/RZvodqdSj++TWEZRHu7k1ktQAY2QyiVNQyCLaJbHYxNncPnEt1+y4zL5T4/YXHeOTMGlNLVTbePc3J8gXCK9fHn+dk4jxSiGyWyjkTZUKxNrLfkQLPx25EnE7rntfl/DovqHhtECWWguYwihCF/fkLoZlQwnUQ6RTKdfQQmxAIRQ8axfP1kNnfgMvc2yu5J7zR5DgTOmEsGDR0SQxANMIA1DFNqqVB52NPYv7nm6x+c5mLr+YnKv4NfqbIZoiWZmmdztBYMBAKFlZGTl+y6kgSxLgpyGQf46k74QdDYv8/e+c9mC/dHKaGCYHM56jdV6Sbl0Q2dIsCowvp7YjMWhdrswq7+0Tt9mQ/z9EpxDGhWm1ktYUIQgLv3oYoQGPUspBHZdN6QtAwCLI2IoiQzW5fOiGK5RjCENXWUIEydSIzt2tEtTGDQ0M7rnnhvWo8wTmzmeFzmVTPY3ovvSTXbiOkJBoQZJMpV08DD6BYUbWOuV3DcU28jEO7KOhOCbr5ApmTWTJX9wiv3jjQMzhWETKS8CPP702+BotTBDkboxVgmabWh4GewUroBwijPbH3EzWa+rpLuTBVIMq4uulbbfankuPtqf0qot7UTBXXRRRzILRJRnfGxstIrHaadCGFsbJFVN4bGH4zMU6dYOe9i0z9xlePPGThOLA4R+tMkfaMiZKC9E6KdMcb8roF3fwvfW0DL7/Ei94pcrMNGhd9tt8zy3zXI7h9Z+R8RghhxnZ5ISrl0DgTYs52dOE0aCQSa9NLX/FASjeLH8us8KJYHNiBgSJtYMCsV2TEA2XCdTQMOqhzFCldQPl6tfWGZTqOGW+b5K7CSDsfiah3sycTYBjop64QqAR/GxDU19WMPFZyl7bF2t/xuPLAH3Dxyi9OXrrSby7JXI7o5ByVS1lq5ySd2RCnbAwNz/Q/QJssqHFUqMFBlMSFvdkis6H4F3vnuOSu8/U/fpjT3vNDf2eUpug8eILyQwaho7DrAqMDudWQ7I0qYmtPY6tvQTMzarWQFTMeeze0Qp1t9xgVPe5wrC19WPPYKBZQJxZpL2XxswbSU5itEARa+bAldNLwY+etZALRDxAdrVsj6x2i9c0D0gfjYlCLQxgGIpPWMgB7leHpyWSoZ/ThGyf3qN3Rjc5OrC9i24hcVnOSBx4KyveItnawpSBjlohMm86MoLkkaJ4wyc7MMhtFwwqNozdyXOkdySSKYoXSfIb62QytOYnZtpky5zCrtWEFxyMUBBNIyki5BLM52vMuQincLRuz3hh6GCYNW9AQmmy1sWoZzJSDXMzTzbm0ZgR+OkPeXMQMgh7DSxYL3PnkEgvfvwqfPuShFr8usxm6JwrsPWjTnldIDyLTxF0fr8oZ3Fph/q8dRDDN/kMFxLTH/mUDd3+RzEhyV5GKPe5Fb9BL2Yr7l7YI87nhnlGkiQFmO8BTOkU+7azx6dEZm0Q+QKkBG0apV1QxpRjTQMWJXYRKiw+GOrkTxCvExJho0or/TcbbJrn3rPXCEFQsEpRcVHA0y+WY+svCtvmvH/8ChpAUXpuQoJNdCgJ9w59epvxwjsr9oE60kUIhN9Ljl91RpBP86BeVsICSbSfL/kaT4usN/vXnvh9Otjn7xdYBUSzmptl5zCF4qInfMXFfdChe98m8vkO42heKGnu8MZY6UfxoMJImrxQIy8KYKelKNpcGKZGJm73n68ERzwOPg4kkNpCILpykcn+W1pxERHqVYTUDZCfEaHqIZls3k3w/VpMUvZslara0hMLm1uT9HuB9C9sensSMJ02VremHqjuwj5MSn5R9WuXAQJiw7RgSM5EjVN2o2URu7eIKgeEXaDUdaqclzVMhXl4gonlmLBPWt7Ti4KhRh2XGapTiSFVMrXmu6EwJGqcjRKi1ymery8gbqweohEdGEBCkTVpzksAVeBlJ0V/C8LWO+GhPQrsmxVW0EFjVWQreIs2TKTpTgtaSS2EjB3FyZ3qKv/XjX+Yfz73Ax8TTQ8WOsBLj8YGCRBp0p0zqZyJSJ+q06y7tpkOQdzEmTOiGr15lzjuL3Zin/LCDNx9QuWiROXDy+jejCkNEo0Vq1eTWfIkTMxFitzw8SOZpMbcv7D7IpwrrnLWyQzlGxVTcxJ2qd5YsC5FJo1xnoEhVOpELoZN68nMU8ZZm85F4+yR3oKe9kBxv0pEeVBjsmQfHdKMYoxfRMU+SYfBX+/fxrtQNFr9YJtyrHHiLsOweI8CYnWHvkSLlJyOmTu8jBZRvTjHz0iResewJPzEwVDLa0O0pTAYC49Ym535/kTBlYl5ZgUJeH36sYaIcC6+ouG9xm2tbs+TumqS/fOWAxMDQMcRVqDFV1NVopXq4RK00MKZLMDtFUEj1qVpKEab0Etlou8hugLGrnYHGSSQAGIU84X2nKD+cpX4WQjfC3ZFYrQir3EI2Oqh6s5dAE6VKEU+5Jsd+mJ54InGccKbFIFNJhb3vT3S94ZtvaCOiZ3itG3aRlipWrnbBSTBU140ZRBN2xvehUsf2fKx1C6eiq/jWOZ/dpyRefobpV3K4VzYINrYOriIchcxmUG1jrGrnUGxs41ZmqIeCoBBSO2cggylKjoVxa/1Ypi1JhJWq5tWftPFnwM9KglSOYvYCzrVNwu3dyWPwShFubSO2timun6T5UIJH9+/DKOfy389958C8gXRd5MIcwBB8EtVqmE1dHE1nWzSsgOq8ReOkS+nW3ERt/vD6LYrVBk7lNFtP2Shdoh/E/wcYOGF5n4Wvd9ltF1Gpel9QMHlvEGCUa3z75XNwPn4tn+kXFMkKUwyzyoTr6kIgZek2oafZMCKBH/0Bk5+/AZx9MN4+yV3EtmJxN34weo7lMNxUTRJ8GBIdh78uBBiSFz97iR+aeoDza69OvpGERLou/tl5dp6Axx65iW2EfP3KORa/InD/+OsH/kSm08i5GaKCrhuMSoNopzw+CSoF8WWvOh2M11eQfgBL86z+4AKRAac/u0145TqyXCNzt0Ct6+LtuRSe3xqf2BNOvm0hTi3jL+bppkysmofl2BBT9caFeWqZ1qU5mosWflpgeIpUOcLd80CBiHFC2fImH1O8D+1n72P/okVzWRG5CqsqyawrMrcbiA0tp9prYg+YM6iYbndU9SksG1kq9ldzSvWaZUJq6QMVhkTVOiQCbJOwbiGRjknU6eiHAWgZhUZTX16W1mNXgGz7w9IMSVgWwjS0L+uduzir6yx6D7IhXFpnfaoPR3hFh+niSfLfsXRCG4AAwlpNMyrSKaRhHGpyEtZqTH15FemfoHzZpDsbUn5M0C3mmMmfwb1VJtrcPjY1NXrhVWa9+5BPTlM7L6jeB50Zl8LcKXLXpjBu3SWsNQ79ToKVVZyVVYTj9CR9hePg5x3+vJ3mQXtYHrj73svUTlrk7vrYA8lddbukn7vC9OJDrDozZGebGIttdh9LI8NT5P+4MvG6C3d2cP+6yantszTOZTFyuWGiRJJDRMLn93G/c4sTa9OIjkc4JtGqWp3SCwb+D4RYwmDlB6Y5U670NYuikMgDmbGQrqtx9kyKMGXpVZ4fa9kk8IshwTJiWEbPISTicH8TuPvbJ7mPi5GuPcSYmeTgU2+QJnXmFOHd9bHKfWF5j5N/UqZxoYD/6DnMb109kPCSakUWZ6leSLNweYvvm3mV3157iqlvWBT/9NWxs1PBk5donHQIXIHVVGTvOlhdb3IiTJ7+cfWo/IDO+Wl+8qf+DEuE/OFLH8K9ogdz5r/kcOPUAnNXGStYZhQLsDRPdyFHZEsiUxCkBDIAq6ax/UmYvDBN9t65RO2sxM8rhK9IbQvtClTz9KpIKeRenWB98/Ab/XufYPNZCy8fYXiCzKokvxKSu1ZDrO9qKdNBXRcpQAwMfh0HVlBR32Q7qaT8IKaoOj2TYTXSlB53/lERyET3XA+Vkcv1koB25dJmy6rRPDgX0NuleJ+UNlWxX7zFgnGO3ZZD/WJI53yXjbxNp7jEzPMZxMqG5u/HvYSo1UJGUTzAd/gqNLi7RnZzi+zK/dz9YJ7mRY/a/ZIg7VCYXaD4koO8sz6WvTIuwlevMlNbxmqdYOcJSetEiFeUtOYKTM2mSL2yrqv4I/oCo9eXs9Xg7/3OzyEUnFFfA8CYn+P6R02ck3XCL+WZ+/zIvtRqlP7tV8lsPs3GOwtwsUn2/n020gVk8DC5v7450QYwarXghVfJ38iNNdLpGabH10y4X0U2W2BrumLU7gzLUHgehRsev7z5Dv7nxW/hPdwiPDGLKO8PnQthSHAyCMchymqWT2/SPoyxdaXxdoKo/1oUT1m/SZu+o+Ltm9xHDzi58KHPg4/hmUF+qTBN9p9dovj58ToWAPgBW08beDPwwNocXL+lX5dGjM/GjTTXoVMSXMzv4SuT26uznL0+3lav+9GndVKbCrFqgtytPm9/UiQwhLAtbdwbY5wfzb3ErAz4vcz34SZv3tzh7O+7iFduDC1zzbOnaV+cpTJv4WdA+uBWIqxGSKoZYdY95I01wnGc9jgqP/YUu49DZIWYDYlTEWS2Ii1KtrXXw8GD9Y1DYR317GXW3+3QndYN58xdRf52F/dOBbZ39YPMthmUUB20ETsqetSzRGo1l0XGhsphrYbMaDtBIaWuokdYMuOiVwDEDCetk+MiMymihoYIVKeDqtV18hjzkIgaDRhJpKrdxr2yyWJ1CquZY/8hi2iuSzll4eWLlF5Lk7q5h7h1p7cPQ03jeGhKpFIEG5tj91u88Dqn906w8f2L1C4oWhc8OrMmgVuiZJsYdzb619UREdxdI99sYdfPs/FOm85iQDUj8HI2pcxJcq+m45Vf++jmLzrRR1dvceE39DUdxufmzs9e4FMf+jMc6fO/3vooS8tLY+EW50++xdmtB1l/X4HqYx3cxSabz+TwMhco3FxGfuPV8fuh1Hhqc8x4EtmMZhTFctgqjHs8jQaJiJlwHd2vKRXozFj8xepFfiNzh9Az8AsGTjZDWA175j6aJuuiUg7KNftYezgwaZ8o0oaaJYM/IPLGMDPvrYp7Su5CiP8C+LuAAl5CS/4uAp8BptHWez8V+6seHnEFdSDiBqX+t15+H3BmGnS/KeQpPywQ4X0U/urWgSlPhMSfz3Px3bcpOU12MssDvxLD+KwUmG3Flb05ar5L6oaNu757oGrv/K1n2HrKJLjQ1hj6jktmO8Ba2yPYHl9lGFNTsDSHP5XCbHiouAnlfOklfui5X+Tswi6pnT4EENZqiBev9Oh58pH7qT5QpDUnCV0QoXZQcqsR6c0u5m4DUa0TlvcJJ+CmwjSpffIptp9RKCfCXbfIrCvS2wGpjTZya49wb19zrA9pyMpcjsaHH2T3skG3FOFuGUxdjcjeaWGUG1CpazgjVvfraZen030FzSNCmKauytNpKObw5/MoU2K/4kOC3TebiCDQEgETqt9eI8/vP1BUGN+opqUTbNNCZjMYqZSmqrXavcRunljW2OvWrk4Qg1IZI6FqdWSjwYw4hRJZahccgpJP7T5FkLYppWfJez7h5vbQ/vQiPi8ykxkLp6kgILi9ysLv1km/7wLr7zMwl1qUSROZeUppC+v2NlF5r+epe1iElQrOc69xsn6B9fdmaC9GtE4FhK6Jn54hfzODtVlB7VeO5RusfI/w+u3ez8alC7ROhlxyN7BEgFrs4J2bR47D0pWCF69wcm+Z6p0Ftp5yCIohu09KGifSLMmHML/52rFYVAAylULOThPl04hWt9f0Vb7Xk49OKmmRzdB6YIHNd1h0FgPEnTz/w+oPkr1tYA5o+Sc8dkxTQy62RWIcI4MIkdwzltln5YV6lalJBH4fKjLEAdz/XuNeDLKXgb8HPKiUagshfgf4MeBjwP+klPqMEOLfAD8P/OujN3gI2yWp4hMD20O8BYVt402HtOZNiqPSpolvpiHohiZX9+coDagUJgqHAwdJejti6+VpyukpFq+GsN3HD4Vp0vjEk2y8RxBlfGiZ2NsmheuR5jivbY698Y1iAe/Rs1QuOgQpQW7VIf1CvA/dLvf9kwblp04wc3tjaEpVhSHGzDSNd5+n/IBJkNV0MWcf3HJEqhzilDsY5Trh2sb4hBGfB3NxnvIHTrH7GChb4W5YFG5EZNc8rL02stZCtdsaH/eDicnSXJhn/31n2X4GIifE2TUo3IzIv15Bbu/roSTQTeZIxePrqnf+lOcdXbULoVc48zN0zpSoXLDpzApS24r5V4bfqrpdtET/wWtEurEG/GiiS/bHtjS9sdFAFguoXBrR6vSU+oRp0b40z/4lh9xagdzXTILt3fFc8m4XaVngBRgbe5TSJiJ0aZ606U6HtBdCKoGB2V4glXYR9RbRfqXf9I5CwkZT2z0e9vCLQsLyHvm/vE5kXWTr2TRRIaByySK00xSzS6RWs5h7VcL9yuF0WaWImk2M717nVGWJnXfOsP+gpDsXUMEkcNPk8hbuRgrDcVDV2tHJdfDchCFWRfJi6xSPp2+zOFNl//555q/Nj9Xe16Yca+RrdbI3Fln/3gL1+33al3z2yi7zL6cOyiCPC6klolUmRZS2MbojrmgD92jU1YJtu49Y/MDf/grzVo1/9+mPsPC1Nkgwd+tEfiw1rczYytDoKzyiZQVEbBgPaCqkkpoGmSh8hgnmHiJMPdAoougtrd7vFZYxgZQQwgfSwAbwvcDfiX//aeC/4zjJHQ4uecdZZ4UhQsWQxwTNdNmSpLejA4k6wbat3RY3vnECqy6Yrt4e2Hhfx0K6erAjc7fFjJ0hcCW56zXdpIt/733PQ6y/D9In6rTWs2TuGORWIgqvVFCr62OXjTKXo/PUBXYfcWgtRYgQnIoccpENX7vGTKWuh2li2EKYJsbyIuV3L7P17ggcD2vTwi1D7m5Aeq2N3G8g2t1DOe8yk4HzJ9l+aorKJYjsiNSqSeFmRHa1g1VuIuotDUUkzcMJyddcXKD27Gm2nwE138W845K7rcje6SC39wn3K3owKZXSy9YwGpJljQb0vw8LYRiIhVlqj86y87hE3tfANEM63yiOlXlVnnfgJhGmqSlqsTbKgYjdufQG9A2oLAOVTWvKZrOJsC2q5238D1ZZu53j3O4iZr0xvkmttIm6cBxUu421VqEUFLCbLvUTBt1pRZCG6lkTL1fCqRZwtgsYaztE+/t9x/tuOHQfCMs+yGBRinC3zNRfO5jtE2w9ZeEXI5qnJKFrk5kukVnP4tyw9MDTETh81Gwirq8w1/GQ/hKV+w1CV9E8IfCzNulSkexUCmstg1zfmtxTgiHHJ7W1S/H1BT5z35Psn0szk2ry8n2Qf+QkbqczdjWgYghFNJosh2e5Y5doX+riZ8WhMypD+2DFUtRBqI1SmiPmKIMUVKVQKZvWYsQvTX+ZroJ/X/l+rBdv6FmH5gidNXF4S/R+VAzHBPGMTkziSKbv+zDN4PfXl4x+K+NebPbWhBD/I3AHaI9gwmsAACAASURBVANfQMMwFaVUcvR3geUJmxi30f6FHE9w9iGZqJfMh2aDRulOQUjutqTwSllrpxz4jAixtsWpL6QRfjQ0kTcYwrYhCDE29ii2PCLbxNgsa5nQqSn8y2e4+0Gb6XNlqg2XzB2D6Zd80jf2UBvbYy94Y2aazhNn2XrSpr0YomyFtWdgdg7ebMHGpoYX4hWNzGZoXl5g60M+77n/Gs9dP09606Zwyyd9uwbbe6hmk+gQZUaZyxE9cIbtZ3JU79cnMbVmMP1aQPpuC9ns6sTeaOjm0iFmxubiAo0nT7HzuITFNlHNZuoWFG51sPbih0PS5IQY0x6WiDguZU9OTVG/PMvmOwUXHr/DO6Zv87Xds6wHxfGV4zgIyolx1AniTNrSzO3/3OmAyhPmHaQ1hyEFtDt4BcF/e/mP+aOFx7n2nQeYvpLuwUIHtxn0G7O7e1gdj3yriNXM0Fww8DMQpAX1kwbNRQNr2aIw5eK8bgzj7IMNaNdB+LKvtzIQwdo6Wc/HbJ9m+3GbzoyieTKiMyNoz7hMy3mcVqs3ZHRYKN8juLXCtGlgN2epnTboTCtay9CZEXSmUxQyJpkwIlq5O7YAEJaNPH8ayhXCrW2iep3pb+3SnZrlj9qPMDdTg6UOO4+lmPfO41zfItzZHXv9qm4X9fI1lgqPcNdOYdfUQYmICZFISohaA6GUFtFLfmeaw+QMIQjTFlE+4ISZZTtsgtKFiFAqNlJJBhHj4nIEmhMDD4pkmxgCBolWg3aiyXve4rgXWGYK+ARwFqgAvwt85A38/aeATwG4Q3Xr2DfrJH8MFx/V6TD7nTbqxsrEGz/c38f8SksPjySDSnGjrqfDEgRae8PzEM0W0rZQ3S4ymyE6t8TG96QoPbFFwemwd61E8XpI5rUtwrXNsRW7MTtL+8kzbD5j0VkKQIG1Z5BbgeydCZWPYeilmg8ik2H/osUnH/0qT2dv8uXnHyC/EujEvrmjtdcPgTeMfJ7o0mm23pGj+piHdELMWy7TrwXkvrsN7Y5WQux6R6pnGrOzNB8/yc5jJt0lDzom6RWTqdfbWBsVRBihhB7kQoreeT2gTniMkOk0/oMn2HpG8uBTt/j43HfZ9vPcrRRI7R28FqTrHmTKoJOi/seEm0gNi3pFjSbSD+mWHLxcikzRwf72deyq4uPpHe5b/Dw/tfggM87huv7K9/RqsysQno8RBKT9ELuiZX6bcybtOUF7TqFMRXfKZY4l7HZbDz2N9jpi27khKYuBCHd2sL9YZbH7ENtPpKifjwhnulSnLETkMNdYRna6EymxB7Z37Sa5Sh23fILdyynq5yK8xQA/bxLaFtKbwa03+v2HgZCZFOUnp0ntFnD+RPe+wteusWgYWI0pdh+agcUOjQs+SrqUisvkXjAO+LH2jz3E+NorzOcfxehE47WPYo9gFYa9Y1R+oPWW4vt5UB5hdPhNplK0izZWpstu2OSb3WltcJPLxZO9Ix7Lnq+vdcvsHb8SQhc0A+5PAEoKrdMz6RqU8qDK5D3EvcAyHwJuKaV2AIQQnwXeBRSFEGZcvZ8A1sb9sVLq14BfA8iLkjqU/pVU8cegdal2G/PbV8ZSoYam1LpdojDUkIFp6mZIzI1Wfkxf7HRjNT7V8zgWhTytExmapwPeP3OX6/UZ3B1J9maFcGNrvHlGsUj9PefYekbi5wOEJ3C3DfK3IopXGogrKweNJYTQ5rmgcUXLxCvCRwrfJSc7mHVJaquJKFeO5CHLTIbg4XNsPZOmdinASAVEuw75W5B9tUxwe7XHJOhV3BPCKBZovOssO4+adBYD8CSpNZOZlwPsW9saY8+kehKyKoy9QD3/0OX7gUimTi+dZe09Kc69Y4UPz7zG7c4Mn1t5CP9Kntn10WlPG7m0AO3OeIZJGMuvTkiM0QCMp2KsuzVnUL0ArQWXpW8ppr/b4qqveMxx6MyovnrkYRH7rqpIIWwLWW1gN1rYSuHMF6kEWbwpiOa71DMWMnCZ885ireyg2m3Cvf3etR81m7opHJ8jvbMjq1ffQ/7ld5j3HyV0MrQLkJlvUg2yGO0ss52TiCu39DEmfagRYsJghDs7GM/tM9+8HyXz1C4ZUPBpnDMRkcN86wTG880DxZTI5dh5OsJsmVx4Lt9jsUQvv87c7jyZzVNsviONOt+mfTlgO+1i1WexNraGJ4pHji399ZsI1yUcnTkQAmOqgH/5NGa1Cy+82vubXlIeqJSTgTkh+p7HYmme+kmT6cIeX+nM8i/vfBCrqRCF3LAOfXzuo24XoZQ2QEluYpn8d4ih0ECPUUWqV+1PFB18E3Evyf0O8KwQIo2GZT4IfAv4IvBJNGPmp4E/vKc9jAebjiW2BJMdZUYqs+S9eJ5WbZstoSwDwzSHhhREytUQjRQoL0IEIdJXGE2Tu60iUigiE+ROpTfA0Ys4se/9B5fYek8IZoi9aZFeFxRu+2Re2yG4tTKWLmnkcn3HIIAwQnrgK5Oc8LX2ix/G/pGTBb6EZdN59wNsvtOmsxBrwN9KkV+Fwq0u7GhKWNRqIZU6dEJSOA77H3uA3ccEQclDtAyyKwalV30yV3aI9is6IZuGVlCsxzTCN+jAlEyfRudPsPbBAssfWOUj86/w9epZnnv9ApmrNsVNRfrm/rAb431n8fMu1saYu8MPtFT+gDLgQXbK8M/KMWnNC9wH96ntZVg2JPKbr/CfXflxvvjw7xItdVDpN+BHGuvDCKWg0yXcLSN3ypQ6pwjtKfZtBzIhzWXFlkyTOnOS9E6A++2bQ1CK8r2+MbaUEyd5xVde5IR3mbUwT+N+A2u2zf7DaWQ4xUyoULdWdZKzTNQRD18VBPCtl1neOYnz3hPsP2Tjz3vUL4L0MizdLBBt9aEiYdmEC1NcfGiNabfJ2nvvJ/X5F3rXQrC5ReovqpxdP8fKx4uoR+t45zo0rruUJk0UxxHulnusp8HcINNp/AdOcevjLvmbLrMvjujCD54b0+rZ9xlzM4RzUwC0FtI0lwTzbpv/e+9xbn/zBGdW2tDpDpEBgJ4B+YHtj1bmakK13tt/bSKiq/23Dne/F8z960KI3wOeBwLgO+hK/HPAZ4QQ/yR+7X8/1vZiVcC3uqlw5Of6gZYizdooQ2JY1tDvhW3rqj6WT42A1FqD0stFvps6w9TpfYK00tj9SHIw5+fY/MQ5qu/t4NoB4fUsU68qCtcaGNfu9rxLR0O6Lv6j57E2KqiduJr0fewabAYFHrXLhJkI0Q0PXHCj0fz442y+QxIudBENk+wtg+KNAHeri1lp9fFGpY6srHd/6gn2Ho8g4yOqFrlbkumXu6RevquPPxFLkvLNf4/SwJiZpvvAMhvPuuTfu8WH5l7nC9sPcvVbp5l9BdxKgFUPD0i73v3INMXrAea1MbTBwaaZjN3qD4P5pEHkWnSnIz5+8hqv5RZ0U7hao/N/zdO67PGu8ze4s3yJ1FX32JS8nj1gvHpQQYC8epu5UOHUijSWLbpT0FxWNE6DU7aZl+dxvtgcka8I4qGcw82Z1bde5tTWCXY/cJKddxikTtbZcTKEdonZtI2xU9UPPppDipeTIlhZpfTZPQo3L3L3/Wnap30aZyT+uQWMgeaycB3acy4fmLnJTxa/wUfe/ctc+KI1rHTZ6cB3r3B2d4FbP32a6GSgBxSPgT8r39NU2gGBPpFOU7kvxcc+8C3+2H2C2THiff0NxK5Mvod/epbVD2dAgF0BEcHrK4u83jzJyS+H2Nc3iJqt4RXt4ArAtsdf70kDNXngTarilep58R6HFnzcuCe2jFLqHwH/aOTlm8Az97Jd4CAM8xZOcQ2qMyY3h1Hvauhgb0Q3OjZejtp6PJ1OF7m2zUzHx6lPs/34NKl9wejErLm8RPn9p6i+r83J2X1u35pj6g7kb7aRr9wknCQDcOYUd37kBCKCE39U7VvJBQFWXeEpk5LhoEyF2NyZKBomXZf1X3yC2qUATB+jrJNx6dUu7o1tVKsDUhwPKhGC8s89S+V724hIYK645G7C1PU29o1tgu1dLXmQTmnWSb2pXXs6h9Duxu601rdpPnmKux8wWLi8yVy6zm9efQb1QoGF17RloAi1sfjgGTdPLNN4pEPhpkW4Wz6w6cjz9QRpgo/Kwy0RhRRElkGYjXg2ewNLhLwydQE2t5j+9a/y9X+Q5z+d/yJ/99HLnH59nujWyrEOMep2oVrTapUDr8kbKxQrdbLL09TPZaicl7RPB3RKHpumy5z5KNmXN4cnr49Qf0wiWL3L9B/VMTsPsP7hNKUTFfasPJGdY+qqg7PZQErZGwg78hiaTcRXXuTsjTk2fvAcnRlB6JqYAw8amc9RPWvxQGqN81aWYMbXSXB0+1FIuLnF6T/MsfvMFLk73oEVtkynESeXaJ8pkrpd6T3Ux127IoLNTh6jNZxsR1drOonqf+89lObHfuhL7AdpPvfnTzPzHYV81cSphnrV1GhqfH5UgA69AhDplOayw+Qq/SjkIYp9WN9CGYK314TquAOTkjervSAffQDR6qLWNodt2YbMjk3d6Gu2+jZoAxE1Ghgip98Xhnowo7yHqNbJN1pYtUXt8TpwQQrTROUzdAuSsGOytltENgyUIfQI8rgQAuPiOa79zBzGxTrixdzwReL5pPZCrrQWWElfQwRi4sCDTKdZ/aXHCJ6sI7sm1s0U+ZuKws029t091H41NpQ+QqQKDcU0Pv4Y+x/okE136bxcZO7bEbkr+7Czr+GcGK8XQhCUy8dqfPd31tAPBttGlIo0Li+w+mHJ9zz9OhUvxYvfPk/pJaH59w097SjbAawNY+orP3maB0/fYs85Pf5zkuNUml54wGihd8AxZTapuuyIM9YuZTfLCzOP9bTD/quXP8n/88Sv03mkhfdcCTmS3I35ufE88GSFNJKYom4X9iuYYUihM4XZybMXWrROSjrzAVtPm7RnlilcL2G9vjq2gXlYhJUq+c+9RGg9zNYH82RKbSqXJUHKJl8okFlzsEwDtjles1Upgq1t5v5tBf9dl3E260MNzmg6T+URn/vtLZ7r2KRW7IlNehUEqFevMeuf1b6wA9sx8nm8Jy6w8jGHxUc32fz9BWYnmHGoVovitTavfO4Sc9fDYcqr8f9R995BkmXXeefv3mfSZ1Zl+aqu6u5q78d0j8VYWMKIALkkiBAJCCRIasVVUJSoIP/gSrsrUcsQV+QuubG7UogSKAqiQIqECIAUB4MZAONtz7Sb9t3lbZZJb565+8d96aqyqrsHw4nRiajorsqXmfeZe+6553zn+wyEUM3FMOClMkeGWT+o+FzqNHNuir/0T9F1bh2uTYCUeMF9EiJI53XoHRGmJtYTSnVOJ22I4BvzuhUaGVzT99I+UM69wbK2naTeHZgoViBf1CRKbV8UbJMCJkE/m2/HDm/UcOzvgXgEY3ZZ81ooLaTgZVaInNc4ZDfAtArb1j/lKl3XayjTptptI2xFLQF+xETKzVGF3Lebyz/fQ8+BDGvZGL03fMi2Y8JjV1b51pVjAFhZ2fGaGH19zP/EPirHyxhKR9npd3xSl3PIlZzuiouEoVC8pWM3ulIUHj/A7IcV6VSR9etpht72SZ5ZxA+6KkUgpi1su7Ns3y1MRsLIrhRefzfZQwkWH1B86NQ7pO0SL71+kJ1PeURurIJpaKY9IZCFsqZTaDHn7gJJq8Kad5u1Gc8D0dInIQQyEtHPhKcbiKTjg1AkZI2ELFMesBtUsuZTXWROWDw2fo1z48foOd3eRSpME8bH4NL1W1+TlmhPVWvIlRxxT2FUkuRXTIrDgmqvx0pSUO6N0hfeRficsbn7un5NE4mO5GN+sUj6Ly/i2YdZOWlgdlcp7FO4MYtaIkoybBIG1Jx7e9oAASrJfuUivtNEkpijO1h4oJtTh68wavj8+tLDDLxW217Zy/dQkzN6h9UKK0zEWTkc5ic++gJ/u/tVPnPoV+jb6iPKFcwrs4wV+5DrBdxtqT8sjMF+1h/cgb2zwIKb4E8zp4guCmS+iLthUfYrFa0nGw61B0WBSIywTJS1ReDWqYt5m0bM98o+OM7d94IcqN+gq21QaToOHUvIAQviVpNHzS3qlXarm+x5+BtWYmHZGiIZyJcZXSnWTg1Q6pcMvWRAK2mR5+HnCzqHa5kNZ6sqVfylDFHPx8r3UBoKUxg28C3YDIvROO7pT/fxkQ+9xXw5xfqZXrreybbh9JXrwtIK0Zf7+fP8vaSn23cLMhqFfTuZf7ib9XtqCE9gXo+RfkeRvJZHzC7rCRsJN0mytjFzcIDcQ7uYf0gQHcizOpei/7QgeS6DyujingiHGjhhVSjibcONv5UJy0Sl4mQPJlj4kM+nTp1hb3SRf/3OIwy9oIi8cQNVriC7u5BeRCOXCpupi+/eMcNqNdqxZ6CjKQUt0ozCMLTIQiyqm98KRd2IAljCJywdKinZcO5DfzXD1D/s5jM9b/PinmP0DrVwFKEhuaTiwS7gdsjQVKMvgEoFseoTqTmEliNEVuJkjhlURmsU9kogRI+1k+i1+JY6pkYqqaGUG+X71rP0Pz2FdMfI3BtG9lSpjCncsIVn26T9HkLlSseO0a1sY3pEJWOUBgWnuiawhOS5yb3sfvMm3nZ9DdLoTJEgBF4EHk1cZthQILe5v8rHz+WQ1SpeudLU5zW0vKNyXfx8AVWrIeMx8vcOs3gfJG2H37j8WVau9DA84UG1qeeqTzAYU1AraUW06K72iu7AtkyEq5vfCMQ3Gvwy73FUfjv2wXHu0EC0KF8hLBUIR8h3lZKBzjm5tq/b+LBJI5DFCiFBy5V1d7F6VFAbrtJ1PdLS5kLQLRvIw0XCYNk6Px8UlpTjYpZKpOYTmJV+qkkDM1dpy8/LcBh/5wCFvQ53x6e4vH6K0JpoOJa28ykUGXpuHbOcInmz1ijwGN3dOEd2svBAlNJdZSzTQ16J0XvGJ3Eth1xaayAq6l26mwRBWswcGiR/3xgL90uM0SKlXJiusxbp06uomXm9mMViGj7mOKi6CMVtRu31/KeWjUtQ64uR3SO5++h1frrnJf595kMYbyToemMWd2VV58nDZS3B5/v4GxYR49A+7ku9ydduniRVvoOdQxvCISB/Cod0m7jUkn/4OsIKCwcn0Yy23MlpfpA7yFd6XqA6WsMdSCFasgV+oYgRjSIj4S25fTYNx3WgHPB8+0p3VK6uk8h14Vn9ZMIWzoBDcZeHMi2SyX4SN2MYV2lz8KpcRiQSGnFUEpuicHdmlt4XTGCY1WNh1GAVf6RCNhRC+CH6sr3I9eztF4k7mPAg60a54YIzFdu+capO+9zhGqlKhciy4hur9zDY931iU9sXkPGVDsycmnbuoRAM9lLa2YV0fMLXl3EnpxEhm9UDJnKkyNpSgthVm8GbPrHpYlNIB9oWZ1WrNXP3jQEGjU3hsF5IXKuhldrWWfweFkpv1z5Yzr1uvoeqBcx/hmwXM96YMukUCt/CZDTauRgjRSBcrVddaVuoaBinyyeWquCF4u1vCNrUsS1Id1EeT+PEJMlL63DhciM/z+oaUcsk1BVFZrLNnKIQiHiMSk8Y4Upeyu5hYT2BtCF3KEVXJoW/0JxgyqnBhWukI4cwV4uocAijN0314DAL94epnSjS31VgYaKHoXcUyfMrkFnVlf56t2Q9RbWVNN5AP4V7x1g8aSDGSniuQfRKiIHX8nBtAr/mYKS7ELEIuF5QOL0DJxDgi6VpQn8PTm+c0kCISp/P/d0TRKXD927sY/T1Kt7MfOMeq3JAh+B5m9Jsi4/2cjQ8TTb/KD134txbTQotiWaZTaY/T4ErqCgDW3i4G3rtnp4+wM/2vEhff47yQJqYZTciZVWtamoEq94g15njZyPHTT24kaAXM1fXF7qkxLP7WJUWbrdLaRS8sIETjdPjjyDPl9uK736ppAuR9SadDffbvTlJjyGR3gCZ4yEYK2PuKLKuYoSyCbqzg7C4rJkL7xTKWqoQySiemd8PQHRWboYihkLIZBIRj+q+hC12Cn6+QOpqiWeeO8HFY4P0nr3FWFqx5cpHJOOsHe9h+R6BWRIMqz7MyWmU6+LEFU7RIvGOzcBrJaylPKLcKrDTTmZYvzcbswgNSKTrgeshPL0AKSm1bOjGyF2pd5VmvlP7YDp3aOS1G0r2gTWKXY2c1x1eJCEQO4bgyvXOr/tKoyp8pav7jkt43qDsJOjPbo52lVJI06S4N83UpyR2Xwnn22m6LhptY1SzCxjZmKZgrdN8mhbCsjBLHokrNi9wCFwBgx6LaUFkeQRrA3eJcmpY82u69XrHILmDaTLHDJwDZboTZZYySZKXTZKXs7C00l4kFgLlbH29jGSS4qldLNxv4O6qgCsxJ8L0ve1oquFKpRkNCYGq1lAb6xm3uvy2jUwm8Aa7ye9J4EQEytCRzXwtxfOlfZjn44Qv3sAPitj4Hn7QUNaJnTL/eIlRM4u/GsIo5u98uQ+KqJtqPUohHMmqF9WRe7z9eysXu5g42s3ergwXh/pIdKXwMpnG+DR98NY4eGlb+JXOnZh+uayfD9vSDvbGFGnLRMlusntNnLRPZcDFsw0gQV9pDDmptVqVq3PmfhAcbZUa8q7dJF11kM4ISzKCuS+LsSvPaj6FXegjGrKQazm8DfzltzKVL5CccJh9q58/XkkyMNt+R4RlI8fHWD/eQ7lX0nu+jNzCuatqFfPKNLu+vYvSGwMkztzUZHqB9qymI/GaDjRgWRSWrTVZx/tYeAg++dBpXprfRflyNwmlUIUikSVBeMWm/40S1oVJfe0MQ6eBobNv6RQU1VW/XLeB6lNCIIxAWKheU6mPMRjnrVKjP6x9cJ173TZeYCGho1TGbZqQlMfT2B2cu/I8jVrwVTOfvLzK8IspakmT8MTqpm8WhgEhm/U9Fv/oiW/xpeRVTsz8A9LfiLY1l/ilEqJDFKRqNezpFQadLuLzUYqDkuzxGqMHl5muDLOrNA6vnWv/0koVb6SXtSNJMncpIruy2NInM9NF8qJJ39kKxvK6rtxv2EJueVlCIcoPHWDuEQO5qwg1A/tahL63XWJvTeHWUQO2pZ1gpbqZROlWJg1kIo4z1kfmrij5XRBZEiQnPWLTBt+dPMCrkZ30vOPhZVYxBvoQuTxePr8l7E9YNn/v+A8ACC8YiMKdLTYQ5NuD4rpwgghM6slolCRTTpqDoXmc7vbv73/T5/Jnhnmw6wav7TrI4EgfMp9v5o6lDJR2OteLtkuN6SjeacA2VbWKnJqjR0IonyK726A07OOkPdaOSrxwDz3notg3lxrCGvqnee07OSZ3eoZUqYRV3MMsKaL716nuK7HkRElH0sQnQkjHuSW9RdvQS2UiN9cYDPdQuh4mPt2+SzaGB5j5RB+pT8yzL5bjxlf30/ODrT/PW8tivXmVrpCNG8hiGvEYojsF1Rp+sdQoICvPw0hEYaCX6lg38w+GeOz+c3y593nezOzAKjRVv/rf0BQT8vpsUwj83XC8BDt41eq8g7SMkhJhKJTva/1Uz282Wv4N6qfCfw/OfYPd6RZxo0nbwixu4ZDqnCRCIAhQE7kcxg9yxGyrwaXeasI0USEbLwJ9Zg6JRNkKGWt37vXJ2nyj0I4S8JcyMDFF6loPsQOjlPsjdO8vMbO7TKW/Pc8PQMhm9WiSzJNV7hmfIl8Lc+XqMD2vG/SezmIsN3Vhb+t6SQPn4aPMPm5i7cnjOgbWjQgDrzlET0/ibkBlqMCx3xGdQCA+4e8aYv7hGN4DOfyyRfJ1m9TrcxiVIaZ3JijJOAeu5/CdGioW0d2chWLntIYQ+CcP8QupF/heJU3ypg8rmzVxtzUhNKlYyNaRekn3M8hgd2IWBVcqQ5wKTxHtb8/1J759hgu/OsyvDn6Hf7P3YcojMaI3bITrIsJRRCzWmU8nQObc8vrVYZN1GJ7rws1ZkmsFwku9rO+PkN1r4I5UWUsLql1RBsJDRITAW1hsX3gDjdqOfDQrq4SfLrB3dg83f7wL81AB53CJpVgENxyn2xlA1pxtNW3bhl2rIZYyJKo1EkJAtdZGXV0+MED84ws8d+wbfC3fw//p79/+A30Pv1hCBLtEGdOO3RlJUx4IY5Y8ItdX8K7d1MHWYB/LD/eT2wvx4xn2RJf532c+SeUvB0g9/SYK7dzl6UsI02ynKtlI5XA7qKHW923ItSPRdZt65O664Lq3FEN/L+yD49zvgGLghzG/UsG6OLV17F8nHlItii6+19g+i1BI5zHL5WaHoeOSvOnxa9/9PL89tk78ZgvSp8XqnCZ16GNxTzfKhMTZJfwbE7qtOrNCf//9vD02iiqZSHfjzkXg7Ohh+UGPXz75LFk3yn84ez/p0wa9p3PI6QVNZBQO3bbzXf0797Fyrw+xGs5SlOi0Sc87LrFzc5scu18sbsmC2MnqalMylcQZ7WX+QzFiTyyxv3uJt75xlNQrk5qG9tgQAOElA5ktak72wvbjF6bF1S+EsYTBi/n9dF0pbq2+teWHyAaiAt/XaSbXhUgYJSVWHq4V++hK+xwZWKCVQ9SvVDi3so/YsM8Dw5O8OXacqG2hCgoZjSBikY7OXUajsGcUzl5qH4pld26qUkrn4QNH5M0vYOXz9K0OEMp1s+yHkAcKOCccFonTbwwRNQ2tpdry/cp1Mbq7O6JolFNDnb3EnsV+Jr+0B++uItb+HCtGEiW66IpYmDMr+KtrtwVU8AtFRKXasR5TSxikQvrvVyqD9D89zcYlp4HoqvsE3wMrhDQ13NjvijP7eIzuRxeYy8bp/tYAqWs3QUjc3jjrB0CNVpAC/uCNDzHylwZDP7jcps7VoCJu/Z5bIPA2Wf146Kym5KPVl7x61O7pNNt7KMqxlX1gnLvR1aU7JgvFv/FVzcusbBnFGOkuSveNEzs9tTVnhyF1bi4oXIn1HF2vKxLXEtT6kvSs5jpOahEoGsk9u5j4sT4GEFvHMAAAIABJREFUHp+l4pqsfXWQRIsuauL7V0gNHwIFocVs+wMjJOt7Izx51zk+Ez/PL13/PPHTEXrOFTHWCxCL6oeoQ0PWpvGYJou/cB/ex9aI+hL3XIr0RZ/ERAFzfg1/bX0zHOwOTUajMDpE7kAXmWMG8VMZ9nZlePHVwxz4w2u4i0uYozvI7jZRiRrWRJOIy52dQyYSW4/fkHz6odNIBK+v7sSsue9e7CAoXqpCEaREppIoQ2AVFNP5LhLS5N7UFM+N7GuThctcT/P6vmGOx2f4/s7jDEUioFY18iZkdxQNQUq8RJjy5+4n+o2m0LqMRRDxuCYL24gu8b22CNMvFBETM6RKFaQzyCJx/PEy5QNVFs0Q3ckhEtcSGDNLTX54dFRt9KY1tW4HjWF3YZHR388z/5W7yN1bgcEqqypELREn1RMiMpnAmF285SK6JccTEFpzWS3r6nTBDeFOz2w+SMigD6Fd7EMkEqixQRYf7OLDP/Y6v9r/Pb6eO8FXz3ycFDT4WsyywL8ZppyPsOe1CvbZG50ROy2Ova72BRozf8tnPmjAQ8qOwRxKITxPp/pqjlZfquumvg/2gXHuSL0iyy4TypWAT/yHS8FsaUIgo9FNWosykcA5OMrSvRa7riegU5HHVzqP2pLL9rI53VI+IwgF8E2/A7OisExkPE5pvJuRJ6f52v7/zPfLw/z6Q18g8fXmcd76Oj0XKghPYSyttUU1wjKppQSnkjexBEyvdZFc9DGzZZ3jC9mIXEEzCW5jMpFg9XNHKT+e52D3Kmcu7mT0LZfE6zN4Sxm8oINPWKaOSDzjXRGAMTLAyr1plk/57Ds8RXe4xEtvHeDQb91sSBDm7x0mt9cHTxDOtCML1HYUBobBr/Z/F0PEuT7Tx8HyraXfNo0xQFeoQNPSr1aR8TgqGgYhsPOKTFajpPaGFvne4H3Q4ty7L0ief3g/P9X9Kva+HF5/CmZmaYg0dJj0fqGAeW2OxU/vYe/5cbyrNwD9HJnxOGqkH6M7hdeCm4eWFEGw4KpyGTW/SEIIhD/AciVKebxGZV+FpUSISneSdNLGvhHCX87gVyr4xSJ+uYLRk0aVSk3lp9bxlUoMf/U8ofUjrJxQuN0u2Yik1mWRSnSRMiWGbeGvrt/5HJUGoZl11r7Vz57Lf5fYtGSIlzbfF0M/e3X+l7pYTXV3H6uHQuQfKfOV3ucZMaKsOTGM+mPieZjrZdLvhLDzPqHlEvLqtK7bdLCNC1CdjuR2+hOEZeqCecAXv/nDNZyVmqPZUgPHvh3r6ntp7y9L13ZWbxCIhBHdKYyBPozensZK+p6aUnoxCfKqdRO2hZO0cKMKzM54WuV5CCEwhgcwd43pz/D1Vlq39Fc0QsXzAgmuFihVzUHYFl5Y0hMu0m/EuDc0y46DGxYRpbBn1rCnV9qEBfQYbULrircKY6z7JslohUq3xIuHdKRQLOOtrW+78zEG+sl+6ghLD3okolUuzA6RumASP7/cLMYF3NWqVtO44W2YJzuZCIWQ4ztZOdnL0oMe99x1nV2JFV69spt9f1TW6R6lMJJJ1vabyN4q5qpJbNFpc+hbcb/IcJjyY4cZMXQEaE+EEaV3h8tWAVbZL2pHJ1NJvJSmgw1lPWprYRY9lxFzjfJwrO29/a+s8+rSTo7aDh/ddZn1gwmMREKfQ83RDn4jzYHSiCzhwtSPDzafEaXwFpeR+TJuXxJ54lDnAQfPG0rp+5NZJXZ5hb4zLpEbeudj7i6wepfH0j0RSocHkYP9LW3vHlSryHQ3MqC93WheLkfPU9cZfElhL5uouEdpt8PaAUluXwJ/tB+jv/ddXW+WVxl8bpU9f1pmx1ObeYCMZBIxNoLYOYLsSukIuSfN+n3DzD4WZu0ul/GBDKcrY/wfqwf4k4v3EJ/1NZGYr5vcEtcKRK8sIycXdHPdbfUZuI0uWrGdypMQGjVm22DZmiyv/m9AlyKCAqpwA5ikU9PaqZ5/x3Pp3doHx7kDGBJlW6hYBJWIQlcSmYj/jTj4uoScMK2AZ0STf1k5h9i02CTF1Xyjj0jEyd07zPLjIxi9PVsepz+/1bnXwFeEV2u8emEPX8v3YAkImR1W8nwRFXTTAQHSJIEwTZI3yjx96RDTbhePDl4nt8en2hcGx8VfWd02HWOO72Ll43tYOgVmqkZmNkX4dJS+s2XUYqY9Emut/m83OYRo6JPWz1nu2UnmwX6WH/A5dHCG/nCB79/cx9BfW8i3rzQ+r/ShAxTG9flHFgX2chmVL2y6jpu+MhJh4QETQ0gu1kokJtUdwzL1x7f0TASLiN+VoJayUUJgr9ewVwyuO92kZJX8yIZF/9oUC5M93HDhkcQVMveAGt+h03LZAgipt+4b0jOqUqX/LZ/igSq1J+9qPOPKqeEvZTAzeZx0BB44fosTCM57eZXYtTV63vGwpkNI6ZMeXSd3pMbKUZvKeB9GS4rLL5V04TMa0feuQ/rIW1wi9co0A6952HMWGIrKoEtut0F+PI7fm7qziy2EJmQrlVATMxjnbqBuTrfNEXPHCKUPHWDpsX6yR9PQ26Wj6VSC9X0G3sEiZsLh5nKa3zz9Sf7NMx8m8UKU+HRF18OkQJUqGGt5vbjeYXpXeQHqZSu2TSEaEFVhW3qHIaXWUa0LYSsVSO1p3LtynObnbiM0/17bB8e513HGpqG1Ky19sUQkgkwmA8m5946Pwa9U9fYo4PcWto3yfKzFHL1nS/grW6c1VDLGyiGD5fs8vMHuLQ5Sm+g763lIe2qVwe8Z/Mbzn+NXp36Ua5MDm99fczQVa8BZI8MhZCoJhsS6OkfidJgzpZ18KvU2yT3rlHpNXQPYpqHI2L+HxSeHWHrIQ/VX8VZDpC5YDL1cwro0C46DDIfbJtvtmDAtRKzZ4WMMDrD8QA/LjzncdewGA5E835vYR/yZGN0/uNkYo9GVYvGkRShdxl+ziS34yGLlttgkRTiEPKx3NedqQ8Tm3e1TOLeyOuuoNPBSYWpJAwyBkatirwsmnD5i0qfS1/4M+sUiiasmf7J+irtCcxw/dZ3V4yndqZzLgesGsNp2Kmm/WiX52gzUJDNPWIh9u5v53mIRNbeItVKiMHprB688zcfP0gqJS2ukrkBpOYZtevQNZcnvdVnfa6PGhvU8IngWszkdZcZjWj/A2iw84s7OkXh1koE3PMKTNsIXVHoUhRGJm9yE40KEQhjd3Rg96Y6fp4uVWijdz+d1/4KtjzO6u1n62BhTn/dYf6JMbreBHw0+wzRwYwqEwl8IY78VJ/VMhB3f9ek/XcBczOp8u2FAtYoqlhv+41a0yBuv5XYMtMK29f20bUSd4towwDRRRtCZ6usGtGbU7mrsvO//jWPbW+2Wzl0I8e+EEEtCiPMtf0sLIZ4WQlwN/u0O/i6EEL8nhLgmhDgrhLjntkfSCiFSKugO9MA0EPEoMpnQE0Qam3/ejdVTKY6r2+ntoPiVWcO62FJM3fj5QuKHbWrdPvGhAtW+bSQCg1QN0micm6pU8eYWSD83xa4/hStfP0D61Q6RXa3W4HgGmmpRQuItLtF7tsoLK3vYZRY41LuIkxDb0jQYfX0sPdrP6qNVuoez+HmL1CWD/jdLGGev4y0u6WsQj93ZTkkazS2sNJDRKIW7Rlh5vMoX7n6NY6k5Xp8bI/yDBINPzbR1IlZO7qW6p4JTNYlOG0SWHITr6Tx440JscU6myeEBzQw5U+shtFZ99wiEOkYZnWt14iZOVGqmv2oNswhLThJAO5gN1nO+xjeuHychBb808iwrJxT09+p7WKvpdKNltt9jpXDnFug6YxE+tM7Sw90Y/X2NY/xiEa5NEV2qsXB/HOPIga2DmwDC6xeKsJghdb1M/IbJ4mIXVcfETNXI74Ls0S7E7lEtko5G+/iFoh5fIo6MdU7RuAuLxF+eYOB1h9ikgVDgxMC3NrsPOTpM+f69lE/tQaa7No2z0QG+0YTAObKT0E8u8tVH/h2fPnAeNwzCCeZAzSG8LDStxtuCoRdL9L+8Qvz8Aubkkt4lBSlTv1oFp6azAJHQnZF0KX/rgqc0AmJAS0NnTVOnb+sRe/1UlNJNhp7XeAZUXT/4faQhuJ3I/ats1kb9deAZpdQ+4Jngd4AfAfYFP78A/L+3PRLPD1Y4F1FxoFpD1Bzt4AFMUzMIRsIY8RhGMo6RSupmhk4Rwu2ar29A/YYq18XP6bSACL6z1TkLw0B4HuGMpLAUwwtv/+Aoz8PoTiHjuiinnBqqWsWdnSP8/DuMfGOSge8tNXDVjfcFUX49+ldK6esTOLDQ1CoXbwxz1UmRsCp4ITojM9A5zPwj46yc9BjqXyeXj5K6ZNL3ZhHzwk29kAnRWDzuhK5Xi17onLWRjKMO7Wbmw5J/dPJpHk9c5KXMOPLFFENPLeBOTreNafLTFvFUGWM2TNd1D3uloh2qfRv3UwoSlo7UV90YsuxsEjq+rR2Iap90wpD4tsS30BwhgPQUJc+mokRHtovo2RnU2ym+Xx5m3MwyfHSRwqEe3f5vBM9Op2jQ9xj606tYhkf20Qqlw4ObUifGSxeIrPjc+Hwac+fotsGMqlZRxRLWSpHUDY/YhRDFq124ORun1yVzl2D5/jRq/65mGqha1dxADa77ztfeW1wi+up1Bl8uE58AOwdGebPM4cpDg0z+lM/kZyT0bt7VbgpAgvkn43Fmn4jynaP/mUfDsFqLEptXiMVVPQeyBXrPVhl6yaXn9QzWxSmYWUCtruu0VFXvxFWdgA1QEVtH73ey4w8oIDrNAWEFNbT6j2XqBSTgchd+QEdS/wlgj42ale+/L2yQdbulc1dKPQdsxBD9KPCHwf//EPhsy9//g9L2ClpPdeh2BqJqNd2uXSgh8kVEoYQqlvRWu1LVTi0UQnalEL1p6OuB3m5Eukv/7YfIyyvXxS8HYtiG1ItIOBxsvUyMlE4LiVBII16yRQZfrTDwnIGV97ZNFwnTwj0win9k96bj/FIJd2ZWoyUMo21iq4CVEt/T4wjZunhW31GsrJM8a/Pbk5/gwuoQwqPjOIRls/bpw8x8TNE9nGUhkyLydoSB1woYZ67irWc1EiGR0E0zudztNyf5ni66Bsyb/t5RJn40yU8/+TxPRi/z9cz9zDw3yvCz2QYipG4rnz1C/4Fl8isxktchOltBFitb891v+m7FlXVN/uooY9NkFIbR0Mi8lakWulosC9/UlAiqzjcjoeqbzLkJrPzma+zOL9B/2uGfXfgUN9wUHxu6yOJJA//IOAz0aljkFnULb3mZ3IUe7tk5xewTFv7+sfZF3qmR+o+vYFQEV/7HEcyxkW2fNxWkAaJzFfpPVxl4zSdx1QRfYOwpkDnlsXwqiTg43pYG8jIr+Pk8Mh5rq5+0jXVlFevcDfpfzZF+p6ppMFpM7tvFyscrfOvx/5sPnzzfcUFrPNfQCJqEaeIdG+fBT50lJLSjfP7cAXrfLjRojVWpRPjiLNHzczC7qH1DIHbdwI0HhGvCMBDxOF7UQr0LRTAVOOmNwYEI0i8iiNiVaaACNsgG9YHr6QDV9ZpjCu79uyVAfLf2bqGQA0qp+eD/C0A9aTwCTLccNxP8bZ4NJoT4BXR0T5iovuGep/HjQIOUS0rN0xAJIyIRVDSMCpmNvBauhzANZDyGMs3bVnXfZErpXHC12iRcCqIAYZnIRFxLo9UcVDaH/VaOnqtx/K4EcngId25+y9U+uyeKG4Xe17YgkAq21aIrpRtZWoqaxkA/7p4hSv0hwss1RPCwe2trDL2QZSqxk1pK0ZvRDRIbbf7vncR9NMvORJGphTTxM2EGXyoi3tIi4jIaRfakwfdvWYzdymQsCjtHmP5okh/7zAt8setV/uXiR3nxqePs+nYW9daFTe8p/9g6omoTvWYTW3Axyg6iWkOtZbdcXBoNZLUaqlRi6cwoHAdLeCh7g/iGkNsjHlqthZFQ9zCgHbyl+xmUEJR9myknjZ3r/BGx09O4/3EnX/nkl/nb975K76lF5rKDpCaixCeKyFy+rYGm1fb//iQLdyfpObHE7OoAOyoH8M+3Nzjt+BcvMf0/P8S1nx9h/I+jm15vnIrrIoplrAWF5biEQhahbA++ZVNJGvSNrbFsp/CtbgasfRhXphqQYOW6t8Sve+tZxLki4e5uzdjZYk5PjN2DGY7YEdZqEa3RuoUJw9C4/lgMZ1c/Nz4b4TtjLwCS606BrrctjOkpDQMOONNVsQS2pR2653e8v8KQiFgUvyuBsqQmX9v2jDpdRF9/vm03FdtMs1FArTt2TF2XwW3Z+dUpxr06u+ffLMXAdvZDF1SVXo7u/Pop9W+UUieVUictQk0YYbGof0qlBqzQL5V0Y04khB/V6QtRcxDredTKGn42p/Nttq0ds2W/++KrUrqg1UCpbL5EytMPm5/NIdfzqHgUc+folrsHJaGSFjrFs9XXuq7GwrZs22QiQeXYKDf/VpTaL6xy7fPtn6/evMCOZ4oMv+DRdbmI2uAUc194APujGR4YmWQxmyB2LszQiwXkGxd1M0tfH2J0GBUJofKF9jbs7awlTSWjUdTeMeY+kubEpy/yj3tf4fczj/P8N+9m1zeziIvtWG1hmtz8rQfZ37NM6XIXyQkfsxjA+kqVTb0HdTNHhsl88R6WP39U51ULRUaf0dF2yizhJgLu7sbF8W8fTyxk83mx7Ebk7hsCTAkCHN9g0U1h5zc/6ubunRCyif3Zqxz+p/P8pxcfYn/XMuYjq8w9BmuHE4h015bPpDs7R+b5IXYnV3FO5lm5txujb7Mkxeg/fxnpCC79UpLSj92/dQols4q/vIK/sgpLK4RvrNB7xiF8JsrKWpyRkVWy91WYfziJc/eerRFfW5hyXd0QtAGiapRqXL80zD9euJuzs8PbFveFbcHIICtPjHH1Z2z+yWf+FICCX+EjT/0KvRfKGpoK1Kk7VK2myerqc9Oymk7XtvTv4RAiEUeFDGTZRVSdO4+YlWovfNZTfKapdYLr4I8GtNRv0Arg+QFKRv///Y7WW+3dRu6LQoghpdR8kHap96jPAqMtx+0I/vbDWf0CmQZIEBUXsnm89Wwj0hQ1s4GoEeEQ0ojomyFko5P0TqLSRhQfCoHZsr0P0DV1Mn7lOAjHQtkWsivV3tghtQBEcrKKMkJ4J/YiX7+4ZeOHXyi0/S7jMUqDFskjKzx1/I/4i/FRvsaOtmPMS1MkZmI6ZVMnopIG4sRBMncJTqRWubA6iH8lTu85B+P6PMoykft2kT/QjZ11CV9dxL1NLHDb+II2+sWHU0Q+tsSvj/w3/qo0yl89fYrx/6Yde2sULkIhKk8e555HLvPGxE66L0Fk2cEs1JD58pYdwcZAP5d/ZYzdd88w/eIOegKnEX7tKmteiWFrnVrKxGpBRShPY7lvaRsmsgjSMErqnLuyDHwTfCWYrXYTXt2gbvTY3Uw8FCE56ZOcmMKdnePg/+bw3L/ayxeOvkFhR4hvuSdJTvZgrqxteY47f/cMp4+Pc3LHNC/ffZCuayOIVmGYYKzjfzjL5b83zMynHPrj99L1H17efEpOTaeZhEQYLjKzSsxXGNUelt0IC/dAV3eRtUMmEKGfMawLdNSe3dZaKEOEZWMsrDH61zG+e/FB+pa2ENcJjpf9vSzdlyb/IwV+9+5v8FB4kd9ZPcbvv/ARhp+VWJkc2Fazk1yppg4uIEPaqVNPnXgewlAatWKZyLKDyJfwV9e2V4BqHV4r/YPfpJYWhtF06oZsomJAk4G5WmdA/+42UzDK1/n+wA/pZsD3L5J/t5H7N4EvBf//EvAXLX//YoCaeQDItqRv3r3VL5DjIgtVREFjoTeqwfvlFiGMgJpWRMMayxvkzO8IXaM08X/jM+sruG3pHzNQX6pplEfbkE0TIx4DIQlNZOi+VLr1/qYlLyuCpgirpMjmo2R9jy5jc7rCz+fxlzOofCFAIugipxfT0LvTN8ZYe6uPrksQmcpq1Zjdo8x8opeFByW1lIm3sHTb9AJ6Z6QnlOxJs3J3N7Unsvz6vr/mhtPLP3n9b7HjuzXk1elN6RWZTDLz00FB+HyExHSN0HIJc3FdR5pbOOOJr+zlZz/2PT7SfwnhteajXZZ9xT57gVpMtudI64Wx2zG/BXvcSAvq1IyTsHGj4CjJjUIvoZX2Mc49FGH3x2+ycrSJ9PJXVhn5LxY5N8wv936f8eOzrO0PI3vTWz5/frGI+WaC9VqE9N5Vlk9EMXeMbDrOm55l9LsO9rxFfkxs3egU4PaVU9OUHqtrhG8s03uuRuh8hLU5jVGvpaDSo1FSd2RBB3PjV6eGt5Qh/sYUQ08v0fVqM6aTiQTi5FH8D92FOboDGQ7jDHWxfgi+cOBNxq0Mvzb7Cf71f/04Y9+G5JWcznlHo/q9lt24t8IwmrBSITTGvLURUQg9FxczePMLHTtwO5rQWg6aTqAlNUxLSqYe1NVf84LCab0gH4jJqFZUjJQNcW3d4PT+OfdbRu5CiD8GHgd6hRAzwD8Ffgv4EyHEzwGTwE8Gh/8V8EngGlACvnzbI9lGjUXYtm4SqNQ0o1pQ/NxoWgfVQMiA+McLHj7fh6BQqky3wXl9W9ZSPRcBXFNI2Y5h9zzwDf1g1TnIhVaQEkEByXI9VNjGu02cq7BMcBxikwVir6X4Yu9Pc6BrEXNHWhNt1YdX54YPhfS2NKASNcoO8cko8kaI+JxHeLmCyBYQvWky96TxHs4SNz14JXXbLeTCNLXSe7WGsG2qe/vJ3OfzW8e+zWF7kS9f/BnSz4YJn7m2qd3b6Emz+vE9PDT+Di/fHKf/uk94vgALy3jb8AkZh/ez6yMTfCH1Jv9q6cOEW4NLpXCU5IDl4obFe4ZEED5ID3xbUA2ZOEmFryTT610MLefaSOdKux2+OPwSv9azoxGZKtcl/sJ1/vLSUX6573t8avAcv3d0hNjCAHHX04txB+6VsW8u887IGPuOzHLlbof4wg4SjtOmlapcl8gbNxjxdlPYYZPfmyQujyAcb+s8fJ0yo1AkPJsnHe8itG7gRgRGFYyKJrXazszBAfz+bg1Rnp7X6bMN9SOtK7yKyObwPQ00kPE4zr37mPyREF7EZ8czwyRedXBCBr6lmCqn+Y31z3L1mXF2Pl3EmlnROe2wjYqEEEohg5w7nqd30hAg3HwUjvYJXrMAqtZzmhLkdgIWabRLZG6iGBc6aq93n7bysgvRvlh3gjoK0RIwbO59+Zu0Wzp3pdQXtnjpwx2OVcAvvZuB1KPBTaoxLZA2VS5rRR7X7dwMUHfEQoLhNIj7G2YYCCH1MXeCid5YFJEtnPKyZSUPaHyF5zUwro2VPpeHsnl7K7cQKMfFz+WRjsOQlCx4wzyza5D9sUyH47UgA4YBgfKOsZKn7y0Tc72EyBUbxFj+UJrCDsGh/kWWSgmM0h1EEkJzpYiQDT3dZI6FOXniMk9G5ni2PMzqy4PsfmGxTbAC9MLj7h9l8UmX3moM+3yU6Fwp0P/cnic8c6qHfzj8NDvMCOfXhogtbD42JSNan/a9aHITAhQIT+GbglpM4KQ8pPDJrkcZXGzPMsb7ihyz57GSNcyB/gaO38us0Pud/fxfB5/gaExTTCzkBhlUw8TPCfzF5U3O3bt4laEXHuB6by+H9s5y9f6dRBaHMbK5tvy1t7JK+E2FvTJMfl+CmY+lqHUpxv/8GOr1Ddz/dfO1mpVczxObsogsmviWxDeFhqBu090rTJPqoRHmHwzjW7Dj+1HkD97qeGwjJYRGionBPmYfC/OlH3mWuFHhq9c+SeJtG7PgEJ0L8+zbh4lOmYw9W0Ceu47veci+gNbAkBqJYtmaWVEICIV00TugXtCiF34jXap1UvO3vxO1dZ5eK065m+kuhGxG7aahobrBQthIzzRy70pHBoYR/F82Gqg0lPn9oR2o2weGOEwIoZ2mr1AbI3gpNVVmQCi2VYRfN+V5UKuh6p8bfEadP/1dNRL4LVC2urNXPkKYjXHX2eEaikGep+l3DdmERQkJbD9+I5HAy+d1RF0qIStVhnNDVEZTiI1dmPXPsUxEIg52Gul6+IvLGMsreAF6SJi6JqGkQHpwfbWX7HqUfau3wccSCD3U5cRENEppdzfZwy4/PaBzvv9l6SQDrzt41yY2nZvcuYOZx2I8eOAiL1/cw9g5F2sxh79+awGItSNw0F7ARzK91M2e2fbxegTNYYZgE4fLuzWBTssY4MYEMuEQkh7krU05855YiT5DkYiX8UZ628jmep++ybfvvZeJu3o41L1A8S6LRdWDURsgXKkiOkTvXS9Nkx3fSXysyo575lieHGFoaRgxMdO2w/LW1pCuS6RrH/OfFPzsPS/yR94T7HqzgyhHPfJVPn4uj2FbGJWqrheFAse2jbi5sG3W94boeWyeQ90LPO/ezeg24hoAMhRCdndRONjL7scn+I1evav4AxvwfIzlLL3nwiSmDRITBeTbVxpKX+1SeS1zrlF702kSP1doXBMRCunzLJS33pXXo3RogWMG5G6ig2MnCDqlRsa05tq3m7+a+rc9zSeUj/Leo+fzNu0D49yV5+tpKoNJWt/yBSueAv2A3paSfBMpoUB3PP6wE7/euRYQAzUi8LaVe4O2oq8Q9V1bAOuUttXgmOgkGQfAjkHE9SYe2C8W4epNQnNR/YBtNKm1WMv7+1nbZ2NUFD1/MNE+lmAnYawVSd2IsmamSZTAzKxu4tJus4D6wC+Vmtwr6QSFIZNIb55+I8+yJ7iwOMjOm+t4GxEUySQrD/Sz90euI4UidcYmfn4WP7M17LIVDipGSySkww1HIubDWPOzbeNd9zUCybd4b9IySukCqiVQhsK3wA67JM0yRmnztU+HiySkTcx2cFKJtgnlzi8w+t0xLpZ3k7tnnpMD05y+BxYrvQyXhrEAb3ml7Zl2Z2YZeG2Q1/ft5osnX+aP7uslstJPd764SWfUz+dSXpdvAAAgAElEQVSxZ9Yh18cXUm+w9IkE1746hndjqn2eKNXUds3ndc9EtYZfKARNVrLjTljUAQmGQS0peKx3kp/teZFXTu3a9hIK20b29VI+NMjC/QZ/uvvPgTAXayUiGYWqVFDlClHH1fz3K2t4wc5EhEPNOea3Ik+CCL1SCTRuhZ6DQY1JBDDljgidgHNdxqI6rdhy3ZXjguFsqYykP1s2FwGpO8Hb+jG2cvT157GhgvX+Ru4fGG4Z5bY0IrRe5KDCrCrV28sN14l9DEMLXjfSJr7mk7nNynmb1bdWfiCR1Skv12kockMeuF5Rr6v/bNGJWdqVauQWm+/18PP5jvA+IQTOcJqZJywe+fLrqM9uRj0Iw8CvOai5RVKnF9nxbIGhF/OaX2QrEwIZCukJUV/EBnop7k7gRgSVuRj/cuYTvFQe10OMbjgfaVB6+ACZj1Z4tOcqr9zcTe/5Cu7Nyc6oEWlgJJPInc1C4mA6R0jAs6UDxGaFVq1qsYma3sJ7YXSt5U5t473zPDxb4EXQTUyAlD4h6WJ08Bspu0JIWFiGh29v/v74uQV2PlVl+fvDvL4wxtHeeUIPrDD3SJTa4R0YPelN7zGffZNdfwIXckP8xIk3WToFzu7BTU01AGTWGHhF8HpllH8x+DxX/u4Axsa2/w3m5wv6WayLTBjN9EHrdTEG+hEHxhHhMMlJj5eWdgMwmNh87xoMqEJDfmu7+ph9zOKhj5zniGWT9cv87MWfITlRRZXKmltmZRU/s9pWeJfxmA5glGpwszS6tR3dxOfnCxrEYNsYyTgylQDD2LI/QkYi+rh4TPfLtJL5OVqmr2PNp54vN5q4dlX/vb7AeL7uTN3KAlRdK3z4/bIPjHOv58vbWn8bjrpzZNHJGoxt4VAgn6a1UOui2srzmnDG2zFpNCOJoAOuoy5p3YnXX6vvFDrc+HpXnTCMjt2AbkQiulObxxgUbDfh6Q2D4miE9IllfnfoVX7z0F+w0ZSraxl+sYg3NYO8cBNx4Tqq3OKxNj6AQrahKMyxHSw/0EPmiEbxjP+5Q+Z3dvObz/woyWiF7IF2YQ1jz06mP27w5RMv852lQyReihC62lkIuX780k8eobKr6fB2xNcJC8Hb+TEiGb99Avs+l8rDeMqnllRNWNztmjSarKD16+T7+BZ4IQ2HBJBS4SExS+2TU8ZimGL7CM7rSWCfnWDn/3OB8Ne6ee7qXk4NTtH3xBwzT4RwDnTuOI1eWebiX+3nUGSOo6dusno4iuzu3nSst7ZG+nsT/LPznyQuw3zuyVcp37u7wR/TyeoNgyidHxbhEHKD00NIsg+Ocu2L3TgHRkg89Q7W/9fDZ771D7j5+uimz5TxGDKV1BTCfT0s3RPh8Y++zb8fe55zNYf/4fJPUnpqAHtRLwyNGlEQMEGAEAuHEH7dsQddnk67clGdk17EYtDXozuRb+Ufgh2IMo3GDrr5gZ130HXfo9F6hqajMGUAyQ4ejlsxptZfex9RMnX74Dj3rUyKjo1E2x1f30o1FO2lbEbwQZGjDda0hYlQ8NAHdMC6QSEo+IoOQgytN1n57ZXxYBz6JRWIF7uISARzaBCju8nDEZsu4adim9vnAw6X1ohfhsOIcAjPhojlkPMrfHvtrm3PS3keqlxu0r4Gk1pGwnrHEBCyGfGYbp0vlZHxOEsf3kH+EwWqB8tEMh7Gc2eI/NfXOPSbk2TO9lNNtV/PK7/Yz699/JtYwuPGa2MM/mC1DenTat7j93D15wZYPwD2D5pFwdHoGpaQ3Mj3YJU2T6JrxYCCIO2hQtam17e/EB224UIgPBCBL3HDELEdim4Iq70NAZnuJmLUcJRH1e0giQjMPZ7C3T+K8nwSX3+F8X8L3718kM+OvM0jHz/LzJNRzOGhTc+ie3OSXV+f47cvfJSfGHyDlQdc3H3Dm3d0gL+2Tt8fRPmfZu/nZ9IvM/ETIIY7MI22vqda1c9TfScbBEKttnxC8puf/U+sHo4gY1Eif/EaB/+Xq+z9w/bdkzk4oJ9VXyH7e1k72U/5wQL/aOC7ZP0yP3f+Z1j9+g4GXi3q1vxEEEWHQ0EaRs8j2ZXS/El1RlQ3UDDqhORRvpYxjAS0HNtQZvilEt76On5mBVbW9RwKh7ae/3UQRz2dG6RllNn8wTSayJmtulADeCQ1jeh5v6h+6/bBdu7Bw6d50G+TKtMPdgD1yrfjNKP+IPKtd5htSwUqRMAAZ+sVP1At3+gQVP3m1rvR6tGQbbdXyutkQtTTNUY70sa2GpNLnr2KzJU6RiN+pdKW0hAxTZUQm3eYPjPEL05+hu//2b2N1/M/9QBGMtnh/IKFpk5OVn/Qg3SWtC1doDUNlOPiHR0n9/EiP3f4Jeywi3T8xj1x5xfY+0/fYuD5Zuv66pcf5Kc+8iL3hif41uwxet9W+Bcud7zUxR+/nxs/C0N3LxBZEm3ptz3hJSwM1koRjPLmSZStBqIaaU3xekcW5KLbCnAhG7OiCK8oUFBNK8a7Vsi5Iexs++RUYRtLeGT9CvlKCFnbPL7a/XkmflTTMwDI58+y7/dcvj51L3+3/3sc+egVVh4f0+mZjVH57Dw7ftvgdGEnx/ZPozqwMIJ+JsJPn+H137+Hb+dO8KkT55j68UGM/Xu2PffGNQi4m9rmg++hLNhvLeFGmnA+b2UV/+pNjK4U4u4jrHzlQeY/N46KR7UT7U6Q2y0ZTuf4g9WH+cjbX8L7Ti/9L61h3phHVGoIy0KkEtCbhv4ezP5e/YwqH5XLa96Yak3zoG9ExgXwQxGJoEwjaCK6DeRbQC/ira3hZTIBMKODsxWiEfw1rocQumAvNVOo2giJ3PRVzb8pz9fQ65pz29mH98o+2M4dmvDGW1md/lf5mwiFlFN3YK3cI9sXWYVhBAieoHBTd871VvV6gbX+PU7QPeerQBQ6HDBKigAB1IKjre8ejGC8wXvr+XS/UtFNPbfgJ6+rwSjfJ/zOLHv/OM/87+xl7Fs65772pQeJfGVOE61tuq7tjkgEtLQiHtNEbPGY3jIXyxiD/cw+HuMXj7yAgaI2G8Neax+bX6mgLmtyMKMnTeGTBT6XepML1WFmp3uIzVY7ToTqJ0+x9BNlfubEqyxl4+x4er3t9f32AiFhUq7aekFpPQWlqPl6AnYnSk1eom0v2ja7NWmgQjZGVRFZ0ekZRso80HWD9VqUSKb9OVTREKb0WfYE5bKNrG5+To8Pz/HYE2cp7wxSVr6HvDqF/He9fDN3N7868hRLH6tRfGAPRm9v2/hUtYrxzgTffPp+lksxjGIzijUO7KX82fuofPo+faxTo+e/XuCr336SLquEOpVl9b4+zKHBW14Sv1rVMONAPaxuiZvwpTN/h+SU16YJLGwb9/AuLv9ijE/9/efIPVLWRFm1GsL3MYsweb2fP3/qQfizHgZeLyDml3T3drWGCtv4qRhuOobbHUWlEhAKoUplvHxe15by+QY5WCOwC2pAMhLWqVdfISpa4eiOLOBy2uo1fYENja7bip9o47Os/CaKz1dN/xAEdKour/cutYjfjX3wnfutTBo6fWJbzUi5fiHrqZG6LFm9Ou40FVq2TM8EVLaNHHtrbr3uRALHTrWqnXN9dTYDkYBopOHA8by2Fb2ey6vz1NShanW7HYFemYzj9+nimbecQVy4TuJ7V1DXJzG6u1k9puiLFBqFwYZtbLkPzklEIqiBNGqkHxGL4mVWUcUipcODJB5Z4mh4mm/NHyN5RWJmNhfV6hF37fgujg3N0WfUyHoxRMlAOpvPxdy9k8m/Jfj5oy9S8mzU5ThcmWjegp40A4bOhbiOgfQ65LR9/Qh3h8uaxOlWdgvUlApbCB+soo8TE+wdXOaeyATLpRiR6fZzdrojRGWNVT+MU7aQtc3nGDNr/FL/s+RGzUYe3MsV6Hppmq//xaNUlMWvnHyGuUcNakdGMVLtuywvn2ffv19m5Uw/vq3TjfL4QWY/0c/8gwbFweaC5uVy7P3qEt+4fpwjAwss3wPFe0Y78tS0n/Rmmlth2aTfqRD6RheJS6uatAt0ZJuIs74vyj9/4s/4++nXSCVKGtWiFHIlR/pSjYEXJTufqtL3wiLm7Kqu7ShfNyOGbPyIpaPh+lcGQVl9LH61qhcdzwsgjLZOSVlWk0OopqnBCWpXMhrF6EnrQvAPqd4mDEOnqjZ0pQpfS+i11gXrrzXhmy1NYa3i2e+jY4cPEBTyjq1ebK2rj/sbuuyUj/I7TOQ64xsEaRFDw5pb8uNCimaeXYhmWsVqyekq1XTmAUa/ziCpFwAJKigaCS1QIOqfVXe2ARYeCNqUrQYnyG0VYLpTFMeTxEtV1OKSnqB1laNYFHtN8uq5vRwud1CXbyxWAQ7XNPEH0hTGE8iaIlZxtDCxbZE5bvPlsdOcqYwxeXGQXddq26JsvJDB+YUh/mPyXt4pDCEd8C1jUyQx9eMj/NipV0gbRb568wF6z6m23KlzaIyE9Fnxy7gVUzPubTAnuMdxq0ruNmozQgqUEu2OrM5f4ut7KRQoAbUu2J9cIiwcVnMxuufbr2O5zyJhVFj3o1CRiOpmqNtyJc6A4bB+SDGwZxTOXgLfw1tcYtc3uvlfH/wMf3Tgazz/0F4uLR5gx1wvrLcIfSuFd/kaQy+mKQ+G8T9zgtXDBtXdVVTJwCq2n7N35TrRbz/I7OfLRHfnWD7exXB2BMv3NNnXLaw+D4RlYt9YpG/KgGoN/9g+KoMRhKsIrVRw4oIHwpP0GnHWJrsZqOiUnL+6RvSyQWQqBAsZ3RyVSGhgQySMSsTwbRPh+pgVF1FzNRvoRsx/K6giiKIbKdUg4FLVOoeTCHLoEhEOQ8hGgqYoCQS279ik0EpLwRjw0dJ5Mvi3tZ4mmrtz4deP0cFco89GiDtnV/wh7b/byF3Ytt6ehUMtAsN17PkGwYnWyDzIi9cvvAjgTsIymz+t6ImGE5TthRNfNRuVgtSPXjgCXK6rt2Qi4KyoS/nV0z1KqUYeX3l+EwlTh3HWRR62MT8VJT9souKbectVzaH/LYed31K6WWir6xg0XMlEnMJ4gvW9BtWU1EIpQiC7UpSOl0kZJf5k4l5SVwzCs/lmJNfBQisV7OeS/NsfPM6LZ/djr0kdpbWO76ET7Pz0TR5LXuK/ZY7CGylSb7cTZa0diGALwYRrI4pGx8i46uh7FTNrOid9O3CztgY5o+1+C8dDeAovIqn2euwKr7DuRanlQrqbtsVKAwZps0Dei2CUOzv32WyKioKhA0sUx5tRuXJd1JlL5L8+zGUnxS8PP03hRAVnKNnxHOJvTJEfMZj/jMORj1xheHANK2sQn9ucXuj/ziSL5waI2A6lfTVWj0Twx4b+f/LePNiS7K7z+5yTmTfv/va1Xq1dW++tltTaUWtBAqHFDDKWZgZmDDN4YawYe8J2DETYYWwYM9gxEQbMWAMY4wBhEBokRhII7Uur1Ut1V29V1V1dVa/q7fu7+72ZeY7/OJl5827vvaquboT0i3jxqu67N+/JzJO/8zu/3/f7/cUt9nosgvwJAx0WtkFkqZ1d02Alk2blLQWu/72A6x+QVI7lcHcV/2btPfyP63cz/oSM0zba81Gb2+iFFYLtbUNMsgz6i8kxVC6NUApZqiM3S4jtkmGdtwZgwEMSYIyuiWpVQWCaTkcLQhhARcGSyISaUrnMravERvBfrRHhDwrzuydy7/INexVaXyP7O+ncI0dJyjGra1deLNmmTXSnJLotFB4SiUJKBwqm+wZFFXCt2noUoaPXUUTR8tC1hP5NWGDFCZXskumjROROjPIJ/x21FYwmWdcE1Y5lOgY5ve0GhSXJPnYF9/OPD9a4j2oHWqNHh9g5YVGfUggFamMLmc1Sv3OG1x+/zhc37qH09BiFG75ppDJAi8Q+fhRrs8zsF5a54/9rMvclwdiFALvafnitkRFe+ocu/8vRv2C+NcGTz51g6vGmYbcmrHJE4CC40prELsu+Oe1Gy0GhyVktgqzT06u02/pqe0jZ3sE0Wkhf0yxI7PEGR1Mb7KgsVqmX+Vmb0oxaFUoqg2yJvrnfnfU8NW3x9qkrVGasznSBChj7vUf5b579aUZlg1OH1mgOO31TR/7yCl4ePnbvE3zi0JcZTtdxNwXOUu/C7S8uMfd1n/W1IqMTJXZPayp35JEjA/Dvoi1uJVIpA7mcHjetLV0Xf2qI3bs9/vGD3+We++ZpFgVDl2v8zV89yJ99+p2Mfy+M0CP5DSHaVHtpoQs5vOkhvDGTlpKlGqxvGZx7pQrNZm99KSqcOqHMbsRaDZ1oFBzFu98o9dlstdE2QhoBwTCqv2UbBHfst2B0Ay7CZ/y1VIOM7O+kc4+cYEQw2PfGhUXQNtFiwPsjB9+t1xz+Lca6Byrsidin00wEM6xUTUSidbidlHEz3Sh632vhESH+OKlR3g2Dk5UW+WWFrDY7jyUtmJncX8I1yr0LgT+SpTmmEb7A3QlQ1RriyCzzP+EwnS7x9GMnmTyncDdbJs/Z59ytiQmufewQ2rFR84vIbz9N9jPfI/+F88irS+a8bJvaW07yr97zZ9yZknxm6QHGzllkLq/3aAo1ZzykEFxozOLuCES9d3vdapnrk7Fa+FmrLTExyPrkPTtQDM0W0tO0hgSHJ7Y55myw5edxSr1zpjXtM2ZV2A0yWE3RVzskfT3FjnJ5S/4ylSNgzXYVOLWm+IdF/vXK+9luZAycckBu1t3RzKR2eTDVYCJdQXogyv0XbvfzjzN0zqXpObjHyuweP0Cx2bIQuRzq2DTrbx6n+rrDWNOTNMdcrIJH1mrSCiwjNvbyMke/WOPo57ZRL101u78EMS/ajVr5HP5kkdpMGpWysHYqqNV1gt1STCrsqS+FhVMrnzMqpNEzq1W7ztW1a45/Wi3UrpG20NUqeK19n7W+Fu3+E6iiyHQioh/48UQu3qScXlt2KvxdzrnfpMVROXTmwlSi8CFDoaI4Ote90XL0ehip90waFcR+TweBQcxYEZ06PJ4UpjAk5eBKfzReL2w20B0lSAu5XWL4CYOsSeYrhWXhj+bomc5JhFBU2Q8nqHIkTkmQ3tRklirIw7MsvWuCH3/7k3xn+ThzXw7IXttBpVOGPt4F65LZLJd++Q5O3TeP98gk9rxEh/NZNRqmFiAEcmyUhfdY/GR+DVc4XLs+wcmLDYLFlZ5LMDxVxkLwfGkGd0sjal0UUaUJ6uaeZq0WraJFNu3CzXTjUgEEnVdKBJrWENw9vMys1WLVG8Ltk67Oj1cZlk12/SxyAPhi5JJiPShyb2oFdaRB68go8up8x3uyn/keTx5/K4ELo6uldm5WGlhqNOemv7LG5z56Hx/IP894qoKXB9KDC4cz39ji6vgoxTesszVppIj7WrITVTbN5j15xEc3uH55jJO7Y0aP6HqG32k9jHMjxZGrpmepc32DIBJAi+pJUS9Tr2XSITOT1GZc/LQgf62BWl41qZrQYfdDkMh83oARbNsgtpRpkK0bzT0bgPQz0bLbJMaDWqjbHsuNvAJrgzte64z7ASJ3IcTvCyHWhBDPJV77DSHERSHEM0KIfy+EGE787V8KIS4LIS4JId7/agw6WqUjavJ+VehYWyYU3B/UMFdE0XVUpO340gjPHiR0YRK49X6mglhtjjgXH7Lx3JTJCWbSg9vB6UQnl2j8ocmUg65W8a/d6MS9OymsuRns1f55dpl2sacmkHefwT40G7+eWthm/Fmf0Rfq+AWXGx89zJl/cJGT2VUaj4yT+fZFWNlAtvyeySqcFOqeO/il9/8F948smtSC0z+CFqkUKkmEdFQPeieyt8xewxEWV3dGSe+oDjhefD67oXOXLVr5AzTXHqCnLlMOslAw9x7w8poz2RU84PzuITIbvTuVyUKFrAjY8bJIn74M2ZHHllnzixyxM8xNbFM55GIND/W8b/a3nuTI57aQ84bBax89zO7H38jSJx5C3ncWMMXSpS8f5lv1E9ydXaR+2Kc1t4dG/DMXmf1Wk+1nx7FaDHaMul0/wrKozgq+fv8f8U/e9TUqh9NYTcXos5qZLzgc/1zFNKcOG9V0FCtVyEvxPdPPYGyExuEh6qMSp6qRC+vthjLxZ6K0pBX/CCsUEGw2UZUqamsnzt/frLVZ7zeZFtHaLCpKdSJibvIY9BEjuykb1H/iAH0pDrIs/QHwY12v/Q1wj9b6PuBF4F8CCCHuAj4G3B1+5v8UQhxgP3iTpoKYGECzaaLfProQnamKsLAZieZ3WxjVCinbDQC6hcC0DnN9QRzZa9XWaO7r5KP+j41mxxYSQhim63bm+KMdRLjiRzo0Mu12LAJRY4u+RCw/ILh8tc9YNCLl4B2fYvUdI1Re1+7qFFy+Su6iKWguvz3LkQ9d5eemvsUfX3sjs9+qGU2PWg2xW+nhHVjTk1z+hM0D6et84dpdSG9AMUlr9G6JsfOCT+6cpKZavP3UZTbuy2If6u2j/uGRp7Cx2NnN4W77bXRE4tq62xKFwhEBXl6Au7dzH1SoFqkUslgwrRwdiT8UMGGXWPIzvLgxSXa1d1s9lKrjCNjxMsa591mk/avzvFSfQqE4UtiiMithZrL30jSbML8Io0OUPv5mLv7zQ1Q/WqJ8xjOMyNDmfv17/MqjH6IcZDh9aon1B7PY3amehDlfOcep31tl8ok+9yPhIExKw4OWh92ArEzx349dYPu0RAvIrXgUrlaxbqwRbG4RlCqdiKmooBnWimQ+hxofoT5pGo5nl+tm5xA6uoicZOZ2OtRUN44w2NklWF+Pm3bfEtqly+L61b5vTCDZ+v05Kqz2+JvOpiFRQfWV6rcPChz3JGCGtq9z11p/E9jqeu1LWuvoCX8U4t5vHwH+RGvd1FpfxTTteGjfUdyC6bBph6o3OgqXcdpByI4fEaUk9sM5R9vAyCJHHyFroo4r0c3X7dx7vxsZSw34fnzzdcsz+XjPYNvjHHxUzE1GCokirw5UuyAXQjFjSdLo+7wW/uIeza9sGz/v0BgVNIe6CtF+wM6pDM5btvjE3Je51Jyl8sgE9hMXw3G38JdWOggg1vAQpTcc4mfv/R7/z+bbUI8N4241+z8cISpj/LFtfuszH+CXVt/KXHqH3TOK1rEEFltaiAfv4u3pXbZVHb2Twqr5fXPaTuhfHBEYPRh7n0kfXu8OspDSJh3nptC2pFWQZCeqTNu7XGzNUFvM4y73Qj+ztkdKCGq+g2zRV0cI4PGNoyz5TabcMkGGgak4YdtU7hxl5T0+H3/Xd/ixoxeQVQtrNUHsUgETX03xF8v3896pC5Re36B5ag+pAa0JXp4n94WnO1627j6DfXSurW0UtpXT1Rr5BcXna2ksIVF3V2gN2aZJB0AmbeagCnoi6Rh1JAUil6M1laM5JHCqGvvaau/uTAVtwuEtNGY/qO3FDI27syXz6KGGVPw8xsSkAT/hOZsDhmJst0kkbODYD1BDuB0F1Z8Dvhj++xCQbHm+EL72qphhoZreoToI2vKcwkToRqpTdBKPgAiX3vMDPdhz81u0i6x0OfHoBqsB26/I8fu+IUU4pmGHqtUMnLDlmbE5pgFvTHuOJlvXuEQqFTv4WGKh2/baBgYKu+yRW9I90WgwUmDnDHz42LOMWVU+s/QAU08mZFSj80ye3rFDLHxAkbWa/OXT9zN6KcDaqvZFBwjbwT97BLm5wx3/7xpf/aOH+NQTbyK1K9B2AuHk2Ky+aYiMSHHJy+DsSmSr1yFqpXGq5l640gtlf/dZvCO5hW6TVkz2qo9JXjezyCGrwrPVOXI3LFhe6/lIxvKQQNVzsRoJnZYum788yfnWNE1lY9dA3Vjq+z6RdinP2tx7aoGfHXmUcadCel2itjtZu2NfvMz8U4dwRMC7zrzI5l3p/hITkYU73cis8THKZ4bxp4Y601hao+t1Musef7N7DwA/cuxlmkVh2MG+Mv1J+xGEVEDUUk5m0uihPM0RG6GgeL1pivv90hoHZaD3MYPwScVt+OL/d6fHQpmJvsX0kAEbSR8nZTgIlSDbzzhG7iDo048hVn8UB3K8B7aDonT62CsqqAohfhnwgT+6hc/+AvALAGkG4G8PYloDISzRNs7QEJTCFTRZMIXO3Fu0UvfZikVFzI4VOLqBAf0v+sDxhSZFOy+rTcNfGYmaiST5SSFIRONStqPWCFYZ7R78vRt/dJi0IAhwVnYYa/hYa9ttbXQhaI2lkcervC33Iov+MNeuTHLXpbWBeu+yUKB0usjD9z7PdzZPMvKEQ+5GBVGq9BZcczmCB06x/JYsh1pjcP4Sh/8iwHt0CISHs7AZf4+wbXbPKCwhWfGL2FWB6MNwBWIxsbRooS0ONvH7NmQQiKaHzmeozsEHx84jgSc3j5BfUASlSs9hinYdR0iagY3d0AMbco+ds/iNE+9jt5YhuzGY+q5bLZQDE26FCSlwRIBdp7dj0/o6Iy+c5KsPneU/mX6cr911NzMzk1DaQ745eb7FAr4rDOqjewxaI1sBrbAwcjyzwZM2yKaPrDWNzIBjd2jux8cNRex0OoXKudhVxfCWT+q5GwS36MDNgUWYVhGJJhtdsOUoDaI19CMvDrJIFiQMDrHCxSFipoYpUpRq+5KIrARt/kacJQj/HwoeCiluvyDkAWGdt+zchRD/GPgg8B7d5tUvAkk90LnwtR7TWn8S+CRAUYy+ssRUSExqb5FkLCfaEclF2PQBBCcjwh+0V94BUeAt3zDfN4WiBE1ZBwGCPsXHRIMREQTGwUfCY5Y07fTq9d5z2cfRq2YTsbaBWNvAT8j9CtvBz1kUc2WKssGVxiTOlm12FgNMnzzC6hsFP5Vf5DefezennqlhbZZRpXJPAUuOjzL/cBZ1f5nSQoHCUxr/yjXEFVOQTbpb0+zBjM0RPoTrdz9zqopAa3KyhbY02rEPdB3aXxYu4GFEH2QdguMN7nWXuBHkmV8c4+SNZpJW1cMAACAASURBVN+ob8Sp4WDRDCysVijA1ccmHtvm+uQ0WkBhof2eON0WNWUpVUiVNNutDK6wGbdLqJTJr3afzfjj2zx/3zFyH/w2R06tUjsxgdtfl63HtDRwV3un1rNwCCEI0hbHM6b+su1nsesgS3VEtd6egynHzN/w8zKXg5EiQSFtrmndI3fJkN2C9U5y2s1apHsExNdBRGqxYdo0dkHd/SAOapHmUyplsPqRPIg0KqHxe5K/9xz0AQl1t2AHhXXeUlpGCPFjwH8HfFhrnaQqfg74mBDCFUIcB04Bj93Kd9ysxYSgREOM2DlHVe+IVdoNf0y+p9uSF/IVwpl0I+yulGTSgklhxI1KdFvPJoGN70jRRJDKbqblfkWWcHuuqlVDbEoIMgnHRrY026Usj9dP8FJ9CgT4h8c75IiTtnNXgdNvmGfDy1N8PoX94gJ6t9TTcV44Kby5MYbevsp7j79IdaZz2hn541Z7LAl43ylngyCjjY52zwVV2KFSpCN8tATtWIMRMwMaJpj6TQO8Fs1Rl4eOXWNUBnyvdgfpeZfU4nbPZ4STYtIp4QiLQElk0N7t9Rz/whVmv1Nn8ikPZ6eBfewI1l2nEXefwppp58u116Kw6PHS5gSWEBxxtmgVdN/eA+q5i4yfEzxWOcH7pi+wfdbZU8O9Y+z1JtnrJVjZaJOHorpSJkN9wuGNGVOQf2LzCOmdAFGqoEplE1AobTTgQxy6zOWQk+MEw1lU2jGSAqub+FeudTT3Hjgeu7NuBHSgZ+LnJFGrMITBPs9rFDzdomMVIXmq45kTwkTq/fo4dNurDXm8ifM6CBTyU8B3gTNCiAUhxM8DvwUUgL8RQjwthPi3AFrr54E/BV4A/gr4Ra31Hgng22xdqYCoEBo124jlAgbk/syvrpsIIGT/z9ykqVoNlYi2Yw0bz4uhnVG6JVKPjFM1CVKVjnKAiRv9SloJCttBez7plRqp57N88sW38ej6MbyhgLUH83j3HetxMNb4GLsnJR+eOs83Vk8y9qzJq6o+vTit8VHW78/yX9/xZcZSFbSgs1lCx2DMuar1NJ4OuDOVpTnj4xe6UEXRsZvmnqei8MoeLOUsc1mTL+6So9C+H7YR1FRmLX568nFGLZfvbJ6kcE2jVnodlDU+yiFnC0dYRquGcL71mSfaa5G6vEp6uUZ9JsfSB+a4+tPjLLx/xEAZE+PJvLhG9XqR9aDJsKzjF3QMz+y2/GKLP3/xAe7PzlO6rwmnjva/pl2mdnbhxjLBzo5JAbpuLLqlj0xTOi456ZTYDmpcuzpJeq2JKldQ1ZohHBGmYIaKyIkxxKFpgtE8IlDYq7uIa0sHi9aFMIJg2azhg3S8bhsxwDBlNrC+1HFikTLjTaQq9xhbj+Be+HpsHSSnBKkxEeG/UrRM/7HdprSM1vrjfV7+vT3e/6vArx7o22+nhc67L1GJRNVZ6Y5oXCQFfaK83X5FuZu5YWG+UPte54SLHHVYeBSEW87keWgFWJ3pJmhHLMles0Dczqs7hbBHmkK4LkIIVKOBdW2J2Udc1qvDrBxRkA/YvTNApTLMXZ7EX2wXAnfee4rZdywwbNVYuTDJ2Ys38KFvPrl1eobmu0v8aGaZP1h8G/klhZwYRy0u945VBQQbmxQvH+Oq3+C0k+PMHUvsHD3M2Ev5XimFZAklIiMN4jG4KchmEFs7feF1IpeldALe5K5gk+WF5SkO3+jfCCKYHSMt2ikrZZl0EoOw2I5N9Xie1YckQ/dskNVQ/944dqnRkXHyr10nPz/H+dY4J+wt9LBndPX7sI3TFxbJff04Ow/kePedl3j+nnsYOn+A1FziGspCATlUJJgapnI0z+5xi9qpJueak1xoHKJw0cFe3zD49CThyzbyyABojbVZJlheJTgo6kUk+iVEL0V5fK1NsBMFLCGMGSnQrc70aw8ZUUjQryC/nxxipCi7RzDY8X+lYZ/N822xVzMt831vYYrFKDAmTjGZj+uCO8aWEPzpC2e6GccuLayxUeSpY9hH5jr/FtGSw5RErD/farURO1Gqpt93CtNQo71IhPCtZMOKcKtrnRzcdk1YVpw3Dba3ST31MrNf22b6u5rsNQcE1GY1reOTHU5z/QHBP5p7hKdqRxl5XgzssARQmXX5R2e+R0MrLl6fZujC7t6iSkHA6KUWv3j5Y9RUi//qyFfYeB0Ec73StVFBq6EdpMeeBWZdbxiHErVgdBLpGyEIpsfInt0hLSTPtjy4msNd7tPrFWhMZmPnrjQmLTOgaChcl+qdUyy+G973nnP8g+OPUa5kGH/ONxLHXePNrik+s/EGclIxOblLMN4fCeMvrzD5RIXfv/E2/uPxx9m4X+yrrdMxLttGpNM0T01x/ceH2P3ZEtn3rEHT4p8/8jF+9/PvZfyZJqJSa6O+QnKRbjQR9SbslgleuoJ/7fqecEaZyyFzuRjXLsMuY6paIyiVUPWG6QQWzVMVdDbqSDbQSHBYOoT9pLy1fHvC4oY70TMYPX8DHHzcP7VbJfJVsrjPxAHsB8u563ZTjNhJJ/PtEdkoStUoRSTFC3Q6nOS/b3bChHk7K59Dz02x+foxNt9xCHt6auCNjx19OKFVy0NV6yYX3J1uimCZkbhYGJn3IFQyaey5Q9ROjSFmBmtcJ51SsLOLfv4lhh+5wfSjTUaelbhbAq/YFrRq/vgbufMtVzmdWuUL1+5i9HkT2fbLDVvFIpVDko8PPUVDg3PDRcwvobZ3wmYmvaGODgLSi2WW/+Yw/9P6Q0xYZU4/eJ2N+ws9DaUDtz2FpQ/CCwZu31W1GsMVRSrVuRAKSeVEng8de46sdPid9YcZeQFY7p9eaIxahjilA6p1l9SOP7DVmzU+xvoDDj/11sf41Zmvo7TEPZcj//VLfVmXxZfrfPX5swxJi/fOXqI+1av6GR97aZO1v5ojLTyKZ7aQucHv7TZh24h8ltXXp3nLB5/h06/7XXKpFnf8ic/p32xx/LM1Ms8tGJ2WeOcbmI5L65sEa+sE6/voF0UmJcnOZuZYCWht6Mw7ByjaqUtoFz0TsMW4mJpspvNKTWu0HxgwQctr+4J+5KV+r3WN/7ZZMi17gCDzB8u5Q5izNiiUuGt6KPLVkZeOHbzuXP2jiZdQc4vU56IJbo6z/03TWqPSNpU5wdobYfudx+OIZZ8PmsnutUImbqsNx7KM/k1fyYK4UJsgSzUaOCXPyNH2I1l1tTCT6TQIib+0TOqR55n+0hKT51q4G434+Es/YvORyad5vnmI2tUizsKmwTf3kZT17z5O5e4mQ9LiC9U7yS2YBUQ1mgORDdJ1aU7lmXq8yZf+3Vv52cd/Dk9Z7J4C/3QCjCUkftbcr6xoogUIpQzapk/jcTD5Zl2vd3TJASPLUDpm8eGhc9hYfOPaSYau1Am2e4upAMox13g5qNNazZLaGKxno/NZaod9Hshdp6wCzpWOMPaCRzBAitk6/xIjjzt4WvGTQ09SnutV/YzMX1rm8GdX+Mz268mmTEBwEBO2UVtUQzkqZzx+ZuIRLrYmuP7kIaxvnkefu4D13BX81TWzAHU7sAg7P4hT0e/5SLaV7GOqXjfHjElF7eexJ4oP53+cfr0dkXvUcS2UDNB+QHInbwhOiZ1hVNTtSvUm0XuvSs49Gus+9gMnHGZUDrXZnictWvETEKrOv4uYhEEQoEIdmJhVmiTlCImwBm/Dzc017Dur1MCu5dGuYuekTfGuE8gXruzZ0LfjUJE2hrSQabddxbcshEgUinUQL1zCDmFqQYCu1XE2q+jdUt88s24248jfGh8nuGMG0Qywri8TbG6hbyzibmwhshkCrZH3ncU+VeZud5GvVu4iVTJjkEP9UweVIxlOHllkKwj4/Oq9FK9Hne7tnu4/YLbvzbfdyfJbUsx+u8nMn70EXx9h+d2HyVqgU7JDEM3LCSwhmLQqqJS5j0Yx1O2b/+5IHURwNSERs1NUDyvucTRrQQ3/eg57Z5sBrov0dsA3qmfxlE3+qoVYHhzBipYHjqYg65SVZLlWxNkdDDFVtRrZdcVf147wo9nrlI/B9Nho/yKl1rBT5j88+iA6E3BGXx88jqgpCcS5bpWysHMeE1aVc/VjjD/djqZ7oLb9jumkkLlMLF8Qq7UGibRKyPrUDdX7zCRrRBGhKUTIdKReosAqyRqlnTqNa2evIHLXQWCg0NGOrsdhmx/Rz8FHHBjV9frttMR3HmTR+IFz7pFj7TFBOwXTTU6K3hLdIB3eJK3QMVwxnFzRAnEAooT2fFjbZOSlIVTK5K/Lx3MU9HHsrQo0TO/KQRFch4UtAkUGs1V0bAMZ1ArRaqF1YgtrCUCG0sQBslxDDWBPxtcMYKTI1p05rJZmtNGCzS3zgJbLiHodpEVrPIeUDUoqjactAlcTTI8gd1Kw3Xse9QnJw6PzbKkUlxanOL1YQYXFNFXpJQbJQp6lt6U4+/DLLCyeYPybu+jNLWardYNh3yl1OFxlC55qSgIslKPRtjT5dCmhVBkYWWrfN7uNUKY2GC8gJxu4wuar9RlyN6TJNQ+w3NUSv/PkOwGYe9lvN0QRAqtQMLu2UNBNra4jqzM0tINC4AUW6X2ezdSuzxc37+WDuQU4UofJUdjY6I/GKZc58nnF9tnUng99xy5NhRwLpfErDo83jnK5PomTaEJ+EAciLBmSlwjVQlWbXxIHIKqNVIuUVKNARAo01mCESzjmNsnIihvMxBY5VSFeYeSe6KZkJdB20bkmJQgSn0H1H3ucv7+NppXmoGpdP3jOfZBFFzmWG0g490C3X0swzLSnEVK1P5+MCg5y01SA2tkl98Iqdm2cxriDFtCYziLGMwgNVj3A2ajA8tq+Tl77noEaKo3QLiKbNZIGjaZ5ECN9e8JFKIyc4oduP7MtvILA9wUq24kV175vojRPUVvK8+dzb6Dqu/g5RflEnuyyQ6rpQZesbHMI7sveoKzSsOYit9bRtjNQCVMXcgy/cY1fOvIf+Jljn2DCkkYvZ/5G3/dbTc3vrf8Is+kdZEugXBtrqIBKOVh+sDckT8i4162fc0hn6iwHNf589UGG5n10H1Zq/NHry4x+6y6UDen1GnJ0GJHL0jo8Qn3EofC9623nXqvhlASr3jD3ppZxrMCQYwaPDLvqc351FueIxbGpTbzxcWQ3Oio01WySffwKVvNYx7y0p6fAslDbOz3cgyh1Kb0Ae8vmGztnWG/kaeUlmSiaPsAcj8T0hIx0m9qpQZMbVwYqmtRjSkJKhERI1XlaXc+a7uhhHD6nui0NEv++HaDrqF1e9P+oNjco3574nEnPqNsGne5rWpng8wD2w+PcIVzdVV+8NECH2FhoPdGLVhAcLKoB4xT964ukdnZJTYzhTxbx8jZe3sLLSpTtYM+55CfzpK5t4N9YGpzH1AnqulbodJpIG16CSSvF7cgSzuOAEYSoNUjtaoQG4atOVmQoxeps1Rh+Ps2XUvfgFM1YKrOSwHEZao7AjYWOz3gFzdnUCitBkVRJouv1WNK17ynm0vzT41/lIdfBG+piGPe8WZHZ9Pnyc3dSGKuSKmO6UxUzKNfGbuRhD+duok7XKEHaglrF5U9L9/HUpWOcvVrukFLutmBnl/Gny7SGXSPE9uZjVKcsarMC2YL8tzvTLqldwUJrhHRekXNaVB0ZF7z6UfmtapPKShFLCM4U13i2MENmEDNaa4KNTdIv2PihU5G5HK2TMyAEqcuqJw0YN48INE5V8OLOBIGSeFmDMdfNoBdq28+UNkFEBN1NEgSjCN5LpGe6d8zRLjgJX9wrtZKU4E2+/3ZFyNE5xD1RE1F5cvwq8Vr4fJlFIcF5EMLs/F9Dqk/Sfnice+zgZGeOjD6Qx7jwk8DORtvLKB1zM5MplDFlZxe7NIk9PoI9nkWMpaiPSqqzkspchtzcIca+qQmWV/YVU9K+SQXEevAijLRDATLzvYkIJIzk9xzm+iYjl4ZRtkTuVDrw1zLtmuu2ss7kEynsWp7qrIOVgiAN9XGJ3ciSS/CRrdFh/BGfo3bANd/BqmMcgTYOoTsSEq5LczLL38tfAbJY9X1SX1qTnt+h+MwktRmHobKOiSey6fftadphjmMkgi0Lq6Wwr6f5t87bGXrWQaxsmrrLHiZrLYKZLDt32FSOKeRkncCTFJ5O93TBcrc0i/Vh0gKGUzVKaWkePmkhi3mCre2O6yHLdTKLowRaczSzwVOZ/aM1f2W1/fmJMaqH0khfk1rsU1zWhvmq0zbKBi+wqDZS5BvEcgcy5aCa+xCCItigEJ0Or/s9yV2DCnfEezjxgSiTBCKuX2r1thYwlUaHT4FQ2rCkk5yRiBczCL0SBlv6lei5D7CDSKD88Dh3wkkFidwadKi4hWSJPafHzd6oLlJRsLqGVW+QKhWxt/M403l2jzuUTkB9Gvz0Yaa+BMHK2r461tprEXgtgx9Ou+1Ca0TkSlTxZSaNCuWHB55atYp1cR7LtmMmYmTCdU19YHMLUakyvj1L4cgo9UmHVk4QpAWtgiSXmPze2cOMzu4yYmVpKAerhXmglUarXsdpjY+xeWeKEStLU3tkVkVfeGXHNZhfILc6TmtIoqXJl1rru+jdEv5ejcFtG+GmTB4fsKoeQy+6NDfyjFxqGREwOTgXLLNZymdGWHuDRB2vMVqsUa65yJczjJ/vxXtnNwKWa0XSQjLllrmSlbgYByoyGRC7HRGe3t5h+KUZ5n2fIauOuEmfpR0b6Wuspu6B0sbXIJWiPpGhOeUznS/z/PYM04sJ0laUatkj8ow6DYnw3x3XKupLkPx+rU39K2JfQ5iG2Z98BSTISmLwDvyVWlTAjepv3YtQEjo90LGLuLB8U1pHt9F+qJz7vktdLFeQxNUmJuAt3KB+K6yq1RCtFuzsktkqIltTePk05bM+W6+TWN5hxh5x0AvLB+o+o6pVZBAg8jmT+4wUMW0LrUQ4wbrqDN3jDJEU/fL+EVs2iph0s4maX8TdreCOFFFDWRrjaYK0RObzcTqjciTN0aFFKqrBkjdiSEYhpVz30TTXQ3kqxxSBVny34ZJdVW100CD4XKNBfVzSONoCUow/o8zCuA9T0sjDOmaR93xEoEhVFKkquJsNRKGAPTyELlcI+rSnU/fcweLDgre+8QIZy+Nb8yewzxWY+W4d+4kXe3TO3M0m69UsWelwyN2mlZfkI+RHn/pDsLPL8HPb/O7m22kqh8xK82AFzrAhtKg3KVwuIeot1NZO3/fKYoHSMZsTJxd53fANnn1pjtRqe8d2M4gu84+DPR9xVL5X8bdfC8uON0S58cR7bqMKY1xYlZjFaAC+PVk0HQTSeFVSMwdABf1wOffIlOooPnbMhu6bGEKytH9rK28/Qo2O8pRhh6ZUo8EkR/HyaYI7K6y/PovVnGIYkMtrvQ2E+51Sy0PW6mjRQLc8ZN5E8/HkskIH3qdnpX14DqQgWFrtD5cMAqN4mHwYpUCXy6j1dRCC7OgIjI8iclmDgtEaLyfIO01WA5/L9bD7UDGPtG0jQtX1XSrnIqcaKDTn6seMjG4Q9JdvSNjO/R4/cd+zfD64z6RlDkKBD/WGhOeDZdEay1A+YuFume/wD43SGnZxVwvIRrNH9mDtoQIf+5Fv89PDj/Nrix/AerrA4S9uo85f6CtgaW9WqTWyuMJh1tnGyyd2JQMajotKjc889gawNWefeBZ1gF2jcAzrVFcq6NV11IDrJnM5/GNT7J7WfGD8KhKNrNjmehzUQhipmVO6jUY7gHxHjPjQqrNg2v2+bgff3bg+PEbc9/g2mRBhUKRFL8egu5Cqu3Huqg2FjFIzt0Pvpvu797EfLucerXZShnhcGW6rojx6iLMN1M3JDOxl/W6GCgx0MVxc1M4uqWevMZW9gxtDWezZGhsP5EiVx8mWqwdr+BwyByMLtlumfdlQMXzobKNRImVPobB50jheZ4DmChC39ZPZLJw4Qmsyh7tagecvmYLe5hZsbhmaeSaDHBkGDeeWD/ObqYf53soRtITG8VFkS5FaykC11pmyytrMTWyhUCw2hxEqRGPs4dit8THeeOcVPjjyNF9I3bP/dQotIrlFBdXKjEP5ZACXzU6hNZSiPmYhW2ncTLrnHuzc7/Hzo4+wqVzOzR9h7mkP/cLLg79wp0SrNkSgFWnh0SoAUqKbTYJW//PTpQrT35KgOXD/UN1qmRRa0BbQEq6LNTIMlhXrA4mZSdYfyGHPVnmxMskLa9Pkr4Y6Ln0KvD0mBNJ120RBQGiBtixThAzTJ7EAXjJy1SE6ZlCInUDLaJUAA4Skpm6kVZJkuK+42H62l1RvVKuLvq+H2JVEI7VTVMKSoK1962gHtbhmsY/9YDp3kciTJTu7x62wRDtyjxA0gYrbn3VPkleNZRaOTwcBwfYuuWeWmBg9zGrOxTpaZ3M7S2ZpHLpkU62xUVA6VPUbPDbVaGDlsoawYtuGlBV2rElOND9roRxBamCj7kShb2KMxXeNsnu3z+hTo4w/3/Wd1arpCuTYZDYVlWeH+Ozag9gli3wA5UMOWkIhPYo7v2BQGdE40hYnixsEWjNfG8WuBm1K+aBt7XCRd44+QVp4yPUUVqU6SPq90yL8tGOjUrbp4gSgwM85eHlzTQLX4Li7bfbwJgUp+ErtKGIhTXq1TRITrtuTFlKbW4jycbZVnbRw8bMm5bfXA69qNUbOb0PL60D5yXTaLAxhi7qkRd3JhGNDJoNVLOAdnWD3WAarpcl9ZtUEAoUstVnwmjZPnD/J0AWLiXNVRKmKNT6KbjQHsnPBFF1FKtWG2IZgA0HQJhMlGsjrCP4YCXHtl6bohh6H6VKRckw6LSrIh0xj7fl7BgEHtojkaFm9O3qlgXDXHaOCBPi6E98fvT8+ZicC7xVbEtix16ns9wYhxO8LIdaEEM/1+du/EEJoIcR4+H8hhPg/hBCXhRDPCCEevKXBv1IL2ajRT7cudMe2MbGd0mHkriMFPKBDyvM2WxQ9RhMhWFll9MlN8i87CKBywmfr3iGTNkmatBAjQ8bJR1tG0Wf7CKjdUnuiSQm2jSwUsIaHYi3u1HYLq36w3Yp2U5RPKH76TY+xfZ/qKzmgfR88n+xijYmnAyYetRi+AKmSKab5WUF9vL/+vBQKj4BnFmdxt5qIbBb76Bz28aO9reSEAMfGEQHfrp5m5ALItcEOqXeghm0ovID0tiI3b+HuaLyCjXKESQtJ0MVe0bWpbBkHwWJrhNSOQJbq8Zj6taHTvo9dkywFIQ9B01O07vmM58PKOnqlDee0zpwkePAMcmJs8MIQLlxybITyG+e4+uEspZ8qs36/jOe1UAq7JnAvpxl/TDL1nV2sZ68QrG0YZur4CNbU5MAoVvs+QaXaE+FHgZH2vQ7JgEjC90CiWmG0L6SICU/xs2y321HGz3TM0g7nbxf56GYtJjNGGjYRIijBUo1x7ZHFImOhr+jQtXqVmKr72EEi9z/A6Lf/YfJFIcRh4H1Aku/845gGHaeANwG/E/5+7S1y2kE7Yo+o0XGj6yR0K2LQ9avuvwZm8vo+en6R0Qsj3JhzSU3V2b4rR35pCnthsXMsnonCrZEhgyMOI7budUj7PqpURhYL5qFIOW19cMcD38dZ3kG2CgfaNop6E9kUpKUHeQ85OtKLoW610I0G9uoOhUqTXM4lSNsErkS5kvpoOO26nLtdC3hs+Si/7rwJ64U81voC5DI0j43hZywy1zPIKwmBLq0RTY9v75zk3PJhZi/WCLb7Fw/7mtLQ8pDNFoXLArueBw1BWmI3FHbFICa80SzO+FgHvLGlbAI0m608qV0MGxaMMxigv+7sCv66cje7fpb0htgfeaUCVKJloT09xeL7J/FyMPstgRxA7NJag+ejxousvMniP3rfo5zKrPK/rnwofo8s1yleG0J6mvy1CvLaEkFEuqqCNeyjh4uwvjk4yu4ef7+8stY3xaoEiAlQMVRZxwTDmDUaOeDbKczVZxxI2sXbCFCQ5I2o0PkPEh3sfv/tGtcB7CB67t8UQhzr86d/g+nG9NnEax8B/jBsu/eoEGJYCDGjtV4+0Ghuk/WtxsfkHsMe62inl+zipG7zjbgZkxaqViN3aZPCySnqEwJ1tM7WnVlmn59s45i1Qu+G/TIz6VBHvDmwQbOq1Uw6ppCHlIO2JMIPEEoZcbLtHSwhCA6Qr1Q7uwy9fJhPvfAG7GWTr+427fuoShVRbyBKLlYui0yncMKH0pkxRC4R9akMHxp7t079/Ah/Mv8WDp/z0Vs7cGiKxqhDY1SirSL5yjjqWjue0KUy37p4iuyLLs71efwD64mHOV3Pg2YTUa2S28yjs2m8mSKy7mOVG/jDWfyCgz070aGpfn1nmNVAcq06Sno7cT+0GsgnyKxp/vjlN1JrpJh5eR8MfnR+icjYu2MG7527eJ5F42Jm787DUtKYypA6U+K/nfg2V7w0VjWxY63VKV6uIOseYnPHNJGJ1EW9lrn20xMG6944QB57Pyy80mj6F057TMg4EEseO24cn+CnaCBu0nGQsdyKdUfpHd/RHU0l8u5/C/DHpN1Szl0I8RFgUWt9vgv+cwhIhhML4WuvqXPvxaUaUf8oGtAtDy3aIKpImCguQr0W1nXjtdLItGuU8RaWGb0wyvzxNENHd9k9lWbs7CGs0LnrZgtdr6N9HxkEkM+BJXty6UlTtZqR2M2mwbHN+YcoB91qIZqtvdEGIV5flcuMP1VG+AVSVW1EsbpNmEbGGhBBYHJ/jQa6VkcHAanaOPZY0RS0o3y6EMitMtPfK6CFIP/kdfxKFUtppK+NbMOwRWasANcS57VbZuSxFKMXGyYF1Wcs1vAwqlaL8+BGx9xtb+9D9E6wsAjSIlWbRnseulbH9sbR9jAq3RmNV68N8aljD3FhYZpja1674Kn1wHRLYcFj9bFRMmXIPb8wsPF4XxOC6qE0b517iSdWDgOD1UWFZWkgbQAAIABJREFUZRmY42GbuyZXmLRyPN5MU7ga/t1JoXXIB4haP0Y59PAaBaUSVpReSkru3opFaZMDmghTIrEkc6TcGkldQ4yhv23Ah26LYJAHeU/EZhWiNwUTNdK+neN8tRpkCyGywC9hUjK3bEKIXwB+ASC9dwxyswdu/zvpqGPtGNlmlQExyyx07D1EjNfQhG0bQa1ajezzyxRPH6E6mcKZrrF1Z46px7KmVV8C7aKqVawQ/ka6vxIihHnwesNAFTMSgW3YrK5rFrkIHnqA1Ix88TqT60MQKFSfNIhp2xdGnCFELW5lBwTrG8hmq/O7hETtlsg9bSQW/DBKFqUK2cU0Isgamd3uQMlrMfXdXcTiumFVFgomLRShe1yX1gPHcS+v4YfSCDKbRRQLYBtnEYwVECNFeO4iqAB/YTE+DqsbpBotsK0OZzzynOCPnbeSv2KRWt3qGNYgjH3m5U1mmyM4Ow38a9f7vmeQI5WZDMqCJ1YOU31hhMnlwQgq4bp4xybZuVvxztEXqakWT9XOMnrRELPk8BAiY4qywrZjUS7hWR2dlIJIqEyE3cRCKdxbspv5XKTgatvh8xq0d9rJtExor1qE3O2QkwXTyOJdvw4F+2hLLySzALcxaDRY/v3P+VYi9zuA40AUtc8B54QQDwGLQEJwm7nwtR7TWn8S+CRAUYzevrvTb1WLJkUix9tBognV6g5MVHoVGWfSdQmaTfwbC4w9N0XlcI7cqR227w0YfdNZrK+d6/mM9nxEzkLk8waT3Wj0MGMhjMaiiMiSaMdGZNMGG641Mp8bzGJNHEvValCrtRfCxHeZQpeIr5GwJGTSSNs2UWKoUR+srxtmrWOb1mkqQFVrbe366Lu2d5CeR34zj864iFqDoGuHoi+8jMik8V5/iupsiuLlKjz2bPz37dMu49URCOsWYmyEYLyIrDQQO2WC9AjeRBo3ggxIi+abTpNeLKGv3ujbZWr8yRL5pSzp9Rpief8m0AB6YRlndQNVTdQoEnNJOCli3LcwEXgSgZNd9fD+coTjz1SQF64NRAWJkSFWH8rygTc/yd8vXOJz1UP83199mLNXl9Cjw6bdoB+gMzZk06YO4/lo0ejc/SUCoH2hkbfR4pSMZSGkNEQ8CJ9h2ePcXxXrKxTYjXc3QeFetaqb8iu32W7auWutnwUmo/8LIa4Bb9BabwghPgf8MyHEn2AKqbsHzrdLq6OIEkvu3gw2VPZHYJjtk+xEk2jVdvDdjW33sghmeTsZZ0LEW9Dk+aZfXmPopTl2Z9NMHN1m5aEJDn2t9+PxZyIqe6NhtuZDxR44m6pUkZZEFPLosA+mEMIQaQ7wwFjFIqre6HzYE45fpFJmJxT9P5eldeccOydd8ouHcL/4eGLgupPBF0Hnwo49slhARQzRjU3DvnTsnh2Gbjbh5DFe/oeS08cXWPnLI0w/Fn2Fxq6DytixqmLj+Dj1CcekKS68hL29g3j92fh43ntfx/p/UUN+fYK5z7VQV+fjv8lCwaBJnr1E+jlTTBtYq5BWjPbQfpi6SeysZC6HHB9F75YIuvX2Q6E2tB2nNNKXlnGfqqPK5Q7dm6RDtoaHKN0/Rf79K/yT8W+yFAj+9aX3ceLTDfz5G9hTk+hSmaBUQhYKiKlxgrECWgqs3TpyAEv5NbUwajeBgjSFzKjjErQRK0m7jc4zZr5GDj7SpAp3+bF1R89xxK7aRdS/JccOB4NCfgr4LnBGCLEghPj5Pd7+BeAKcBn4d8B/edCBWMU81tgI1ugI1sgwcnjIsCyd1P4fjsYaVs+F1W7FFcGy8Nq5YR3DmYIE7vYmYVS3M3IIt6E6CExhK7RgZY3hyy1YSlNwm1TPtLBOHu/5eIROIbkb0QpRzPeMU3st1G4ZXaubpgO2ZYqimXRIybf3PrfDMyZfPehUMun29QXEUJGN+9IEH9rmxo92LryqXu9b5xCuS+std3LlP7+D4P6TMbRQey3zmfA8ZTodz4/mdJ6PPvgkv37iz6lNJ4pans/o+R1k3Y+/p3wkRXVaEmRNHl01GojvPB1/ZvFHHH77/j+mdG8Lf2ooMTCBzJkUYrItosznDVTzrtPYM9OJExws+yBsG3H0EMs/Pkfl4TO98Mmw7ZxIpUz3Lq0I1jYItrfbi7kQnY59apLqO86w8AHF/376z3jAdfmfF38C+89Hkd9+2kTgtTpBydQmVLmMqNQIcg6Vo1kqZ0dRd8xhz0wP7Ln7aluUmoxQXdoN0V1uykhrKN0mEYW/bxszNaEZE3dgi9mvqj2vE98pwnsQBx3QRq71Ecd7RWMbAHceZAdBy3x8n78fS/xbA7944G9PmBgZRhWzJprzAqPoV7cQLe+mtoRxN/WohVt4cQ09vxZudffYDex3Mw5CwLhZU0Eb6ZKstjebuAs7FOanWD5epDBapXrnBOnLV3vGpCpVZETBlmah0NUa1tgowdZOZ4omxO1q20JLaVAzjo3IpJEYzRHtef01VdI2ci/nn1QHBLRtEaRhNl9hZ6TLYXQX2rTpei/cFMtvdvmtn/m/+Bdb/xmzl7LtiDd5/aU023avhWwGPLJ2nB0vS2Y9MT4VIBZWabz1JNZ7HsSu+SgLUmWNVetTDJYWsiW41hoH/2CFKzE3zcqPjFM6DiMXxxj5g5X2KQUBoo/+tkilqJweZu7jV3nhseOc/kamf70k6gTmmcVJuC7W+JhJUVVqMYJK2Da1B49y4/2Cf/qmbzBqNfhPr/8YF//kLLOffT4mQUWOPb48pTKy7uOn09THwcsWKLg2zkoafePmnr1XZCHgQbim0E3KQacckz7UGnxpgpEoMvYDQyby/dtWrIx3/ZHzlm0RQRE9M0J2Mtid0LF7Ru004sr0WJ80aff5A3v7n5skQt1G2tQrs2A0jzeaIci76JSNtmRv8eIAJiwZV607O8+EjX3L5VsvCt0ui1bgqFckYW5OSNMQI502k1wI2NqhOO/TupanVk3TGOm/cutWW81PZtKgNcHWDqKQx54c790BCYlOO2AJRKPdo1V7HrppHmhZKPR8j7VRGgi5BAwixm87TVFvkl9QvPz0HNkX+0T8/battk1zTPH2dIP6pG5LGHeMP2Qrhpjy1LV1Kn81zXf+8n7Gn+1Mb+jD0yy8R3L9xxyUazH56BZjT5Ww1/uga1TAxHmfX/n8Rxl73MLa6JRq0L7f+ZAJQXOmyM7bG3ziQ19g/e1ez/H6RXDCtqmPWvyzQ18hGPF6xcOkQa+gtUF3NZvIbBb14FmWPnKMpQ/M0LzzUDwGOVRk826H2ZOG8PSLlz/GE5++l9mvbhL0QxFFw6vXsddLpLcDtCWoTUqqh9L444Wbarb9ik3Ijqhd25bZVdoSHaFkoudamRpNTBp6pcVK2VZSRel21N5NQIp2+0npgehZduy+wmHRe/YUQYtSvXs57+i7o5rMAez7Rn7AG0rj5yxSSiN8ZSL2ZOfxA5iO1A8J+nce+lvGnXabqTHY7Ygl5ZitJ6AbTVPcrDfILFUZvlSktp0hsz4AHx2dW8pBaNtooajQYY8NGxz71nYHkkNbFrLpoUtls71vNEyD5Y5cY6ep1fVYZ6afqUTfTWHb6FaLoUtl3N0sTqXP53pyp2aByaxKfnv7DHa1cyfQYQmnH6yuM/vVAt5oltR6FZ1Om3SLZVG+o8CH3vEEj6wcx/kDC/3yPDKXRY8OY506QfDSlY7D5i9scnIxg7VRQq1tdH5nd1QmJIEryRdqvCP7Ip8ce9vAaxNbuLW2G5rPbT+Iu5jqOa6h9zvGsUfR86Epbrwvx/GHrzG/NUJ5u8hw4pheAarNFH/00hsQjw0x9/US+uX5vee91qiNLTKLeRqjRWqTguaQJF1IYRcKkGQ4v4omwqYzyYKptkIpAKEhmvax5ICOI+Xb8t2RFElSx6bb+s1DbYrf+71nP4d8UASMuRd7a+FH9n3j3IO0JHAFWgizxak1THu4m7l5SSbY32IhY1+LbpAWCNs1Ur25LNp1zDbQ8xFaI0Isu7WyzfjTEmVLnKUtA8nrRuxEuT/X7chB6moN8lnUxDAyn4XtXdRuGZpNZNNDbJcIdssIS6KSsgsDbF8Bq+SYLAtaHtbiBtkF3aORMvAQtTrjz3j89pfex9QV1V/lMaSdx5/xWlhr2zCapXa0SMY+DucvxH9/d/EFHl09hqzU8BsNpJSQdWmNZ3HXhzqLiEIgXriC3y15G+uLJIchcCo+5YUi/9vk+6ku9O52ksdN1lfyi03+6usPMv1MqLoZmQwRTSFsN7La8WHOvPtlfuXoZ/m11Ad4KVOMx6VrNdwtKF0Zxt2QTD/RRF5dIjiIZHSlgr2xS2YjS6totH+ClDSyC69VJ6GIuNQl3KUtgejI3HUVU28nfjzZqi8qokbZg0QLvQ6LtKn2s0izHnr90s3qznQvKAPs+8a5IzCQPIEZvNcCzzMRTKhfouN2XXs47qhBxe0Q6nk1RfbDfLPQUUecFNqxINAI3+w8dJiDVptbiJ1dRK3WbqOWUOSLh+vYprNQglikyhWsQh5/ehg9lDEs0d0yqlbD2i6ZaN5roQ9GmLz50wyLS909PAd/QKOqNXJP3+CO0jRWpWke6K57ISyrY2cnnBTeiWlW35imNaQZfX6I4nmzmyu8XOYvt17H6rVRxpohvtwy9QblSEShAKFzt6YmqZ0cIbu6DgeTM8fZqDDx2DjnVu5iYr7POYo+8zEISF1Z59gXJnHnt/AT9yyOJMOiobBtZD7H1lmHXzn819yXSlPzU9jt2juqVmPifAOn5mLXFM5WV4F9L9MaXanibjVJjRuXIDQEudSr1kmox6JnNpm+6OCs9BYzXxWLdqwiwZBVytSmujyqkSQwQVr7xUFKlzpRDO0CELxKEgrfN87daij8tERZwsDzHEOpx7KQo8OmuFEqo+uNvmp4sUlhYFSO3Z90sUd3HaA9oSIiBXTcsFdMcupq06VbLYNcsUMYZxBAy8DmIu31fvRvUSggfN/kU6NzFCF23euCCTaaCK3jnsKRel53muZ2m/b8mDLeQWzaz1SAv7yCWF03iB83hWgkPh9S0JOYeGtqghsP55h7z3VKLZfG8hTF8Fjq/AW+8ZU3M37ZpLsimKGoNkiv6I6USOP+I2ydccg9nYsdfof1exDXtxj7bsDo0ylkpdHDPBUpAzeNhbS0ACRqfQNnc4ugj8Z+DKeTAlkcwT85S/neJhOyxlqgeWltgun1JDpKY3/nOUb03dQmU/jDLm4hD5XqgWpM2veRlRbp7TTaAukp04c27d4etcV9TIQYdtGvzpb87jAfPjC/fQsWad8YOYPwu0J1SJGEYEYmRSxHbXYOwYG6Qok46Awh30H7uTV2exet7xvn7uw28bMWfs5CTmRJKYXwfeN8lEY7Mix2BHvnpqL8NSCVQrXoJNhEaJk+W81IDpdIgS7qR6oShRTPjKlbhS5aCOKxDWrP5romIm+1jHP3fYNF397uWFj2fSClQOSyiEq1HVlJ0berT4RAsnyFqDfjcb2ajh0wSJWUYyJj38dfXtn/M9AB91KVak9hV4Tib6rZPpfGmWmm373Ab9zxaf6H+Y+wsjPR/oDWnPj3FfAVWBIrnzMOYn3LpKMScgGVGYfmqO4v/jVIIbFWh/AYqts5RekyywqhdaGDj84hUaOIj6ci7SOJzKTRs+OsvDXH++5+irRQ/Nraw6iLedyNckdLSO21SF3boD4xS2vIxp4ewWo2DeppP+ccBIhGk1TJQ1kSGSiE0nHBuuMaRNHt7Xb4iebubVhi4nvDcUaR9KttezVyN2MzfA6BRdwHcZ+MQYdmTjL91K9G2PcAUWrn75Ceu7VVQY6lqU/YtAop0ukhsoGC+QX8xeVYNXFfU7pduQ6UkX5omVWzm2DTYSE6wdCyTXQvbNsUeQA8Dx3mtEU+Z6K96MbbdtjSTrVXY22KoUnFRJnLITJpE0XXLVSj2QVRjBaGA0RalSpks503WQizfZS920dZa5moJ4GjvxWLUDcHieaE6xKcPcr2mRypqiL36QHOPdrNCGEafUwaYo2sNNE3lnqIWKZZQdhJKbwnu8dS/P3p56gph/MXj3Dnuc3OOOipC2F3qrQpUtbrqCBAum6M2xe2zdC1Bq2hDN70MPbmdid0MEyTdaYOZLtvrexT/NU6FqvreE1pRD6LNVREdTdJCVsaykwaRobYum+Y4fct85Oj5/jlhQ/x+LfPMvmsRpYbBF0QO3/+BtnZUfycjUo7iOkJbNvGX13b837pVgtRrmJVspAx0rxWtYWqVNufC2sBwrJAqY7F9RVbCGsliZLToRJjkrwU2e2W0U1aqEV1UDvwbl5IcBzTpznpzENpBaEHtAhMEjyVbqem97HvG+eud0s4lWFqkw5eHpRtI70hMrUG6sbCwdFOQWBwqGAmimUhnFDUJ0oRSL/neEKKWERKCNHpX5Nyo2nXpD78wLA6lYJM2pAtAPwgxuOKdBqRzbTHEzYaiNEkQdDRrOJmTFWrZmfTnX+0Ze8Wsd5AbJvJqpqteLL0S5MIJ9WO1oKg5wEWKcc8fA3akMcBE9saGWbhTXl41zbr63lOf3qPEwoduzh+mJW3j7J9tyK7OMTRP6r3LoLh+4VtI0dGUEenaEwIvrR2J7+3/RZmvmYRXHipfVzXRTUaBDu7WEWNSuy8tNaGhDQ6gt7eRX/jKaZr91KfyuAMFaEbF16ttmGlQiBPHKE5NwQa3IUdghdf7j23hMY5EOu71F9/jN1jNtNfWyd46WpHek26LoyNUL57nI33NfjU6T/lL3Zez1NfupPD323hLlUQjSYyl+3prGWdfwlnagJVzKLTNmpyBDvRhQnoEZnTvo/a2cXKpFGzI2hLIHer+AnYa9zM+3Z0POpnISM1ik6Fr9CStoPv59Bvww5iz5x3chcRmUqgdKLfnkfcNWyPY3UsGondh9BhQqiP3LiImpRY7W5O2v875NxVqYK9ViJbcKgrCy0Fft7CnxnBVqpjYu55nGYTWa+bVTJoC/3oQCFIXPiIGg4xxjxuimuJMHoSZmL1u45KmYJemApR2ZSR0o0ceVxl///bO9dYya7srv/WPs963Hd32922M7Yn9oRJxJDJYwyEiHwhyRBpyCcGCTIfIkWg8PqAoolGgnwgEoxEPiAQ0iAsMggSIjHAAAJCYMQIS5nEM7E9b48d2223u/t2931W3Xqcc/bmw977nFPPW91927ddqr901bfrnqra+zzWXnut//ovjernSLcHeWHFqgAp3MW6p7Pl4DzPkuWS50g2mnBSrZY1LEfH9gZxIaSZN6GPNQYKohDlbigzHLpz6vVk3Oc4HZSpYaQkZrgBP3LpOl/n8ux5GGP5/Y9e4vaPbKM/vs/f/9D/4R9+9S9ivpBMNj32LQWN9X4Pn2mjI3jjhe9j81XY/OpNCqgKfvLcMm58gcm4dy1iq3SP3DV75VWazzyFmdEg2i+Kwfc/xbs/fYnDP5ETHgdcfmGHxhTjPq53rxopwx98gnd+IeMvf/j3eeGNj5G8GZYLvUoT5MI23We2ufkxxV//4S9zUDT591/6MzzzXw9RV3eRMKj0+ad8n37zKsHONrKzhW4n6J11gmFGccvy4NXmBvq4U4YHwYbpius3UTtrmCjAHFWLhm+8bVtTahiescCe1qXeEX4HrPzzp60zVf8+pwp5JgVM9VCKN/Szwj61RvFebsBWK0/Jm5Sfb3NOtpeqqcg1etRWCNiw8fjC6fN/QVAllRdgMT00xt1kVoGvoRTRcZu84fqLJiHF5W1r4BeJ2RYFptevLo7nxBaF/Q5fCec8dWPGGgnoohTSKpvfQunlSa8PJwZ90kN3bcVrEEWw3sBEAboRUkS2KYUOBZUZoqOMKC+QvGcZDMptz5IExh788NFHMP2+TZSeFvYIQ6TdsgqLWWZvgs5JpS0Otkdof0DZrq5sTDyHbVQUlbfiGvwSx6W6Y/1hKLVTptzYpj9g7arhhVeeJTqYk3BSNmnef2qHg2fg5x5/lSeiOxSuYfPUB9gbpDv7iLlMdAw7b2nWX7pB8fY1u1g4/XqpNdk2dR1/P9/MsW583mQwQF19d36nJBWQPbrB4Q/kfOxPvsYfH+xw/OZFmnNkl8Fds8uXuPFcyu/+2c+yHQT8v+C50WOaDYZXNjl8MiK/3KdTpHzmOz/PB/5Hjrx6laJ7QrCxbsXi3H00kT8xtq9tYAxK7aBbCbK9gTo+trsxsfH8Yjz/VBS2q5TISBcv8fkn8bmvsw2LmMJRBV2vAfD5Kz36HI6cqDNIqrrk/EQYZszDrv+9TLLq2q5hTo5M6n1fi8IWZUEZivSdn4x7Rr09Ko28b0rixrnocvbQGHeAotMluL5L1O0RNlNXfuy2RUm8ODWxHgMb38oZ3xnGVr1J/Zjy31pStC7zWRQ2XjscluEKowsrYduwFaWFhOimImta3r7KAQPhQWiNyDBDmg1MuwlJRFAUZVxXwhCz1oKTxeLidmGyAmHl+A6PKHxXIHA3r4tjxtHpW2pTq+yd8vDYQrFqu+jpa9O05E2ny/bLRySHbcJppf4OKo5gc53+ToSO4Q9vf4AXbj7N5iuRDX3NQdHpsv69Y4JBm7Xv7KFv3rKaLGFYPjyePWWn5M6HW6wAx1YKRx6a4vh47r2m0oQiFNRQcfNkjX4WUmwAH/kQfPWbM94UEFy8wPEPXWT4kS5PRW1eGgxI9gYjuy1JU7I1ey5kL+bzX3uO9ZcT0q99l6LTcfmcXqmHL2E4PTluDPrwyDofzQsUGw3CrU17jk5OpnqnRhvkuGt7Bvjr6Ss4a4v6mYdl/LM25lBB9cyXRUvTYvD3iikJ0NKQl3+bQ2889fNrOwFvX2oUy7J5kKbcMZsCZ8jtLqkcj767oq2HyrijC4pOFzUcWs/Wx6ijaG7J+zjsyaprubtkheOjjsTYxj1UscJjBibjeY7lMh6HNoMB3N4nyHJUq4EYMEGMCQSjQMeCSQJUFFlvJI7Q6w0whmCQVXFdUUiWU/T6c28cSRJLocxsuMFsrqObCer4BH3r9qgXked2WxvHtrGwZ/7MOnfaIGIw47QsvygY501NaYhSbT9V2YtWvfEO69dTywqa9aVRhElCjECyL9x88VHS28KlbyywyOkC9fo7rJ1cgms3S+E143Zwvrm1hGHlnXuKG9g6gpMTq8PhO/2YGZ5ifbrNBqpf0H5DcVVfBoFU4PBDa2y8PN17V3GEvrTF/veH/MCVq3yx2+RX/uiv8cE3b5KPGUvRhmTfEHaFqBux+Z1DqxHkxqWHGXLcKb3IWY1aTJ6juyeofk623bROxQ2N7vVRcUTQbuEb2FjmjrbhmtpiUYYEfELPmIUSencDo40NW/p7bNyxqDlrpijOlApZx8TnqsqzHsFIr9TTDe7cMReFLd6EyuFUCsSGhvGCaUpPOqtz8HAZd6h43W7rKF5/fNFJzaIiiUJiv2Ka6mLVH+LAbnMJAoQck9v4WnlJ9JjnUENxeIQaDpHjhKjbRvXXCLZS8nZgOwlFga34M02KVkK2HiPaoI5qeitGYw4OT+WDq82NkmGhuz0kCinWYyQrJh5wH1oo46ULFEyYopik3I4tdBVnl/Lm9tdKksQuOlludxGnhZi0RnJNfFSw9hZEJ5rG9R7BXgfiyBrFgV1QVFwpOXoUB4eo0jhVXp3uWY+8pDUGFevAQGXgXSMRS4WNqGt5TxTNqcAmFltNgu6ArVdjksOQ4bpQpNDfVmxtboz0Wy0RBORrCcNNw7AI+OzrP8PGf2mT736r+nyx/OfoKKMFhN2c+J099O7t0dCXtsl4496jmk0kSez1Hlu8TX+AOuwgG2lt8SqACNnZwjQSVH+I7B+iO127O63fR/WQwIOqVnXy3pKH0417eVwtXHoWujLjDX3G7cy4YXfyJkBVizB+fP1aUjlMZTOPOmqfUZI+oqhatGuRA0ulNQtX5T58xt3D3YBGu1i5CuYbiFNW8hF+aVFdnJH3h67C09HsFulKVEIX6G4Xul3kqIPqdEmPN8kvtK0IGpBvNigaoZNaUAR9TZRGpddlFtXSXmtZfns2tIqIhc0TmMiJkdUe7jIR6vtAzttO1zm0i2z/6g0NSk0O9zC4giwxclrexx7X7ZHuRsQHoRX0ur2HtFq2gKnRQAptd3KN1CbKx8rqx5OWno9ddLqoNCkfunIL7CtbXbLWqwuqNKmaqON2AC5hJsoZ0VbTHtPPaLzbIRg0OXk0orejkNyUu4UJKIUYCE+EV99+hPB6wtPfPnbxVjfsIMBkGeFel6AXI50e+dVrNSbNlNCk+79aXysXtZGdZTZE7+0TbrSRk+q8SZpQ7Kwx2EkJBpo4iVA3ppzL8mtq3/sgZAmKwnrvMP15rtMAz4oKWU+OTvHaS0Gvic7zztHzejR1gka9OKnUdLeFa5NfXz2TxjUn8bZKYERHpxRDXHBBO9W4i8jzwM8Bu8aYH6q9/rew8r4F8N+MMb/iXv9V4Bfd63/bGPM/FxrJvDG4eN/cMujSY9OMd0zxcda61zZh5FwbPhO5BgEu1ju+lbLNJSpe9jQjaLIhxe07qE6XqHfB0iSTmMEjbfo7EXlqPzNSkK+nxBd2qubXi8DvZtz3S6dH0LUGJWi3JrjZGKcNnmUVLXMaSkN9imEf71Dj/+/1XrJ8ZLvqtVSq5Fw8sjsxxlh5YhECpTB7+xRHHYIoLlkhqpG6qj59eohOBZZxkiSWOdIfVDF3XwDjWytS3V/lrsPHsp3CqFfKlGYDNtZsHqBnRclkmBGFimg9IE+E9EBP7dwEgNYEh302Xk8Juykqg/7FBs3NjbLQyGhj8zLOCIs2I02qfWJ4/Brpbhdxc1ZTOOi6PyC4doOiW4W6pNFguG1rS4IhqKxF1OlVxYPlm2ve4lnIekyDd6byvEysjszRL7ZO+ri+AN83tKlMhvfevbE/bafrVBpLKnUd4uKTPacZAAATCUlEQVTn2nd6M5NjLhesWoQgrLThEbHnpDCl9MJZqkL+a+CfAZ8vxyzyU8AngI8YYwYicsm9/mHgk8APAleA3xORZ8397uUWKO31KGPGaswwi9iKU11bqWHEAxjJROuaJ4pbYX3j3jiubrI50P0+5voNK6Gwvk64liBFiFGCjkCHCkgIehfgLoy79AdWV9p/z63bhIFCrzeR7c3pJefOQBn/8Ewz4ItucY3GaEffUlK7we37fZm99zIkjlGuN2w5B7dbkTCsmnF0e3aBdUbXdLvu2ADitr2x+31LQZ0H7crBL24TDNrovYPRZi11fRJRSJqg2i2rIX5iwxrSSDBrTVsUNsxQvYHV/0kj2L09ssMKuhdJkytAQro7o+rX7TzV7X02Xylov93k5ErK8RMhYp4m/XLPnh9d2Hh4kkAaY5QgG+tIoe1ObU7BTHFnr9ShEWNGaI7oYnJXmMQUiSJrCkUM8VpE2EiQfgrdk+oeUpMOzoOAKbQ1ZEFgKcnjIQg/Hve6Oct1xht0v6PzIZK576n1IwjiKp9Dtcspc331Z2tERrgmbaKdgXdJcv+af89oIdwZ8NyNMV8WkSfHXv4bwD8yxgzcMb6J5CeA33avvyEirwE/ju3kdO+428y80aDVZIxLxOqX17mkQRXuMYW2D5H39F1RE8pKBhlAAifWtWDowjhvpLh1izCJacoF5NGUk4uKwbaQtQNU1qL91s70OO20zzzqjDxwut+3wmJJjN5sE3Q2Jz7L5LmlBMYRweYmZjCY3H7Pi3WOH+cYBKagOg8qrG7Ceu9IbZBmggoCW3BT8/bLmLgoKxbnbmYV2yS6KQrU+jqSuActCCy9cxGdmjCgWN+wXvyJ1SRiMIBhhu9tKYGyVavrbdAafWPXLvKPP0LvShuAZH9AcMfY0NDuPvmYkSxu3SJqNTDRDuFhfyJdodLUOgTGoI87yEmPaL9B0zxKf7PJ4ZMhYe9DRH/0OsWRbben9/dRurAhnkZK8MhFTKeD7vbm7mBtArW32EJtDGqoUVlgSSkKS0V0ncz894wU95mCu2Fs3BW0tjtLp4ZZPovGJVvrTWB8E5QzGssICcPt4svQnBJrT6a/sfy1jAzowMpHgHXCpDZu46puyzdVMfyS6FFn6ZnaDlhcS0oWqzG417XvWeDPichXROT/isiPudcfA96uHfeOe20CIvJLIvKiiLyYMV/jZFz98DSUTWmhok+Vf6x57v6nHmsuCsuzFXEsjsiGaupi/KctNiKUzThqyN+5RvTGDRq7A6SAvAn9HTi5GGAeuzTjwybhy/GDSxfLFV53e9aARcHUmK/3piWOrcRwY0ZceFH4xLIZfeDMtK0nVOdMBWVYaUTeQRdls2Hx51477zMb2l1HlpXVncHO9vzh9QfI/hFGCdmlNbIndjCP7lidm3LL6+oNQtfx6+137aLX7zO80KTzWEjvYkiRhsgwo7h2fXb4bDAk6AxHFDlLRJFdjDPbdEMPBph+n+jdPTZfGxD2Yf+ZlN6ffpbwsSvgRMaKO3t2kTYG02ogvvVkffs/ja6aLdDiTQWQF0THGemhJj3QxAdDpNNz57nG647CiqftE5kPCkZTNuLIcsT9kGX22fSMJj1JHrhnlGX93jGpMWCmxeHrRhh/WO18+eYi7niJQmu4XXjL+CYj/u9evqLMCdpOUybPq/Z+vjZmmnbUDNxrQjUEtoHngB8DfkdEnr6bDzDGfA74HMC6bJ+pK1AlNvQoK2ZY3bQjBqi+/dIGlPNgw/pFsq9V4QZjdWacENm4J+llW81w1MMv7uwTXNoiGNouN0ViGGwJvcfbNK9uTeio+MSgHdtosQnbm6jBgOKoYwt0ej1k0C47KY1gbKEZ0Q8f+cN9XIoZ7zVexsDVF6hGWlIn7Vx05a34bbEX28ptI3N/tSRNMe3GqPcz7TuzIXr/gGC9TfaBTYZrMfFhSNrPkMMjuwuLbIWn0Rpz89YoAydRYCxzJ9rvWWmCOUJrlpFyYoXZpp4D35fTGyhlZXZf06zLIxw+mdC5EmHUYzRbDczVazasNxxiOl3bTjAMbNFaUVS7Li8NfLeGTtuajaA7JL2lCPo5wfU9ipu3Ks/dUVunhifOmAo5OjbjKsrzKtmY2zZ2lmb7gL7X7fiNwiV389GFdJxC7Rp8TMgX1CQLfL5vJM9XuOSpv//976WmjgtPeeXIeq3NXeBejfs7wBdcz9Q/EBENXACuAU/UjnvcvfaeYaZORJlpdls+z9uFiho5liwygRpdueveqgpsXNRdyFHhJ5sYU6Ez8OO0Mg3hwBCeWC/ABDBYD2he2LLqkFPmNJ5E0b0+QaGtmJkSGwMvNNIbTja3cFW5+OIXUTMZEfcLk+U2t1Fnz0CZCFJxVHVQqlcRe/iiDqenYZkI7rgotiEcpaYvYGO5BD0YEOzeIbi0RvZIhAki4sMG6iBFXGwXsBLLNUG1YHMDlRvW385I3zqw4mWnCK7p42ObiISKseSNo1cTzbMqnhqGmJMT9OERSRiwFl2ivx0y3Ajgg9s0GjHBu7cxx8euwthYOqtS0EhLWQiyzHbUcr2DfX/ghcJWeY4Mc6I7XeSwQ3Fz1+2SLStINRqjOaf3Al5CFzCmxlQ544rYye+k5kSZ0rhXsr4O3tlyBI1SFlx72nTFVx+nRC42Fl+pWxtXnVFzFzUG92rc/xPwU8CXRORZIAZuA18E/p2I/AY2ofoM8Af3+B1nB20w1LLRnhJXXoixkz9+IyuxiS3xnc7jUnsFmN0UQamyYbdxOjBqa5MiCYiOC1o3YNgWxECQmVJ3Znws06oBzXCI2dtH9/qVN6jENvqIJrP2Xt/edCYbcZ8pdDG18cdEht8p75mimC7fKnY7iy/+iGKkmWJSq+ypjyb7goqXSPBJR2Mbh0d7J8j3JQxbQv9iSqO3jVLKGs0st9zweux0e4voaEh489C2FVxgITR5jul07M6k1XTnQruq5ioRKqHNGYhrTm7yHH1jlzSOCAbrDLYi8qaid6VN0ogI9jeQzgn64LDi4qeuJaMrthNcXDxQdtEC0Cn65GSuR296PdTAMm9Mt1sda0xZ5CRxPGqcHlAydWRcxkke19o9lj1N3fjOHD5sUoZzxYaFYJIh5OPxXgkURpP8omBWVes4/HMxjQNfHlMxu+6mMngRKuRvAX8euCAi7wD/AHgeeF5EvgEMgU85L/6bIvI7wLeAHPjl+2bK3A1GbkI19YJ5IaKSbjWjVyhYGpqp29swhMQmBstER515UYOKI8s7ThPILctDwhDTbiKFIb3dJz5U6CSgiBXBQM9eJKYyW8yI/oyNT2eI1sjGuu2Z6pOqvsWXntGZ/ayhi9ONwIi+y5RtpygnjGVsviOJMU2rvim94dQQiZf/1YNB+XeTZ3B7n+hkk7wp9HZCVN4mNQZ296wBHPNydTNdzLCPs448QyJNreEdDEcNrFuwykI5ny/p91HXd4m0RvINhhsRJhQG2wmqHREdNay20s1bmKGta5BGwxrzOHI7BEuNNe7cSRiglNiipBnXXA8GKKcbP1KdC5a1MwSlVEkjra7dA6JDgstNuOKsgorB8iB3Dp4+7ROn/tn2Xrtvr+dFBes7fU/ZlPt7rspiyWnUalPj99d3A6eck0XYMn9lxp/+6ozjfx349dM+94FgmrqbQ1kl5iXZ6vGtesVq/f0+BKMpFwNJbGjADDNHy3MMj1pMW8URsrGOvrBFsZ6gMo066EJvYBNERycwzFBZZj2AJLbdp7p3qbVev7i6sCGXQZPi8Yuw3UYODucm1sb55mcKz7y5W150PTEVRaWxMmlslTejgKA3Y8w+ZKGk6m5kDHrvgHRvyGA9tVWkWyHhcUp0R5VhjJEhZDl69/bphn28kMfv7KYVzLl5EAROgEtcHwBLCdWdDkGgCEWQrEXRiihiRd4K0EmKFDsE/QHF4ZFlRxXa8drjitVVv85hiLRaKG1m6+R4SmE7RURslW9dPlgXlh8fho4g8OC9dj+umR6qNgsZtrkYe7/vxDQCX4g3/tr493ov/V4XPO9Yais3ME+N8m7n/PBWqJ4h6t2RTK4nig1GQjTz4JOsvuAiyzBZbr30VqPcLUizid5qk+00ydOA+Cgj6A3Qt++U7BwzGIwIMwUXd0Zu6LJwqygmOeuz5ul0RIpWxHAtorW2ViVo1Zj0gAhqvW2LZ94rjHB9x27UcQaGcsbPLRImjtBphFHClOBVCS8AJlG/lNA12ZBot0NjLaK/FVSfD5PnVgT25iRPvRZ+PqWZuKiS8mgLT0ZF2iQIKolenzh2vXB9CElFMQGgTmLCKCDfTBiuh/QvNWkUlwnetmqNnvOuXD8B8WOvi1KJWPmGRsNq4s8wEMVagt5qEIUBjGnD28Tr0HnvTq76Qem61Mc+pVjnTHqNzhp73cFzsXQZ39mX763syaLP5n3hHmWNl9+4jxcJTGPLnAaXBC3hwjEmtyXpsrYGm2uYJIZAKBoReSsqJQbCm4ezqxYdRKSSAgVbcu93CL3e4uEUrZHckLWUrah0xt17k+Vt4qpCHyjm6PzYIZjJYrK65xIG5esmCiiSeWadUqpYasJg9jMDuH1AM4lQmY2Hq5Ns6jlVjUapeT45biG8dAFT6KnHiKfJOVaWbexdeffik8lFYemGhXZhmriiLw4GSC929L8cdZwgj24wuBBz8nibRniF4Fpc9r/V3S70+qhGart8+WYw/lyEIbRaBI0Usny0etkhb0YMN6wpCN6alA82ruXeCHH6QcgPePnoQjNRrCWONHA/zTl8gtvp2IygFpqpNF5ix1yZErbVXspiyq7/XuD7R5xhQ5LlN+7U2CZGYwpGPff6qjiu862YXOl9zN5n7118U7dSikaECYQiDSicHn3Qz2F3fnGSeC91/IZTARJjdwiLGveiQA0Lm2ULa3HUIEASqzrpQzG6P0ev/JwhUtHJcL+b0XqQ2fD1C/6/cQSDAeqwS5zaCmHVH04wMNTa2vxFXxRmrYXMqpCt6+z4Cl5XDCROdljKohzXNMR5iD4JbYrCJhPd7o5+nyiJGezEZG1FsJ2Snqyj+oMq9OSqWgPXLtAaQl0aKdt4XVXKg2MwoZCnQt4KiZKEYkIbXi/M0Lgv1M/fuDEzhkU21/c9BF/A6KUHtBp1UkRZWnQBIz1UHxBmspQWMPbynlGc5g1C5BbQxTJulhUXWN75LfPcYDW/9zuWeX4fMMZcnPaHh8K4A4jIi8aYHz3vcTwoLPP8lnlusJrf+x3LPr9ZeICcphVWWGGFFc4LK+O+wgorrLCEeJiM++fOewAPGMs8v2WeG6zm937Hss9vKh6amPsKK6ywwgpnh4fJc19hhRVWWOGMcO7GXUR+RkS+KyKvicinz3s8ZwEReVNEvi4iL4nIi+61bRH5XyLyPffv1nmPc1GIyPMisuu0hPxrU+cjFv/UXc9XROSj5zfyxTBjfr8mItfcNXxJRD5e+9uvuvl9V0R++nxGvRhE5AkR+ZKIfEtEvikif8e9vhTXb878luL63Rd8M4vz+MHWM78OPI1VlnwZ+PB5jumM5vUmcGHstc8Cn3a/fxr4x+c9zruYz08CHwW+cdp8gI8D/x1bcvIc8JXzHv89zu/XgL835dgPu/s0AZ5y929w3nOYM7fLwEfd72vAq24OS3H95sxvKa7f/fyct+f+48Brxpg/NsYMgd/GtupbRnwC+E33+28Cf+kcx3JXMMZ8GRgXoZk1n08AnzcWvw9sisjl92ak94YZ85uFspWkMeYNwLeSfChhjLlujPma+/0Y+Da2O9pSXL8585uF99X1ux+ct3FfuC3f+wwG+F0R+aqI/JJ77RFjzHX3+w3gkfMZ2plh1nyW6Zr+TReaeL4WRnvfzk9EngR+GPgKS3j9xuYHS3b97hbnbdyXFT9hjPko8LPAL4vIT9b/aOz+cGloSss2H4d/AXwQ+FPAdeCfnO9w7g8i0gb+A/B3jTEj6mHLcP2mzG+prt+94LyN+7m35XsQMMZcc//uAv8Ru+276be37t/d8xvhmWDWfJbimhpjbhpjCmOMBv4l1db9fTc/EYmwhu/fGmO+4F5emus3bX7LdP3uFedt3P8QeEZEnhKRGPgktlXf+xYi0hKRNf878BeAb2Dn9Sl32KeA/3w+IzwzzJrPF4FfcKyL54DD2vb/fYOxOPPPY68h2Pl9UkQSEXmKh6WV5AyIlbn8V8C3jTG/UfvTUly/WfNblut3XzjvjC42O/8qNmv9mfMezxnM52lsNv5l4Jt+TsAO8L+B7wG/B2yf91jvYk6/hd3aZtgY5S/Omg+WZfHP3fX8OvCj5z3+e5zfv3HjfwVrEC7Xjv+Mm993gZ897/GfMrefwIZcXgFecj8fX5brN2d+S3H97udnVaG6wgorrLCEOO+wzAorrLDCCg8AK+O+wgorrLCEWBn3FVZYYYUlxMq4r7DCCissIVbGfYUVVlhhCbEy7iussMIKS4iVcV9hhRVWWEKsjPsKK6ywwhLi/wOCzVq5IQa/bwAAAABJRU5ErkJggg==\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "tags": [],
+ "needs_background": "light"
+ }
+ }
+ ]
+ },
+ {
+ "cell_type": "code",
+ "metadata": {
+ "colab": {
+ "base_uri": "https://localhost:8080/",
+ "height": 239
+ },
+ "id": "gO52oT85pW9T",
+ "outputId": "103ced23-952c-474e-c1c9-919dc855efe8"
+ },
+ "source": [
+ "plt.imshow( img_prewittx + img_prewitty)\r\n",
+ "plt.show()\r\n",
+ "\r\n",
+ "\r\n"
+ ],
+ "execution_count": 15,
+ "outputs": [
+ {
+ "output_type": "display_data",
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "tags": [],
+ "needs_background": "light"
+ }
+ }
+ ]
+ }
+ ]
+}
\ No newline at end of file
diff --git a/EdgeDetection/README.md b/EdgeDetection/README.md
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index 00000000..29909a43
--- /dev/null
+++ b/EdgeDetection/README.md
@@ -0,0 +1,46 @@
+
+
+
+
+
+
+
+
+
+
+
+
+# Edge Detection
+Implementation of the following Edge Detection methods:
+* Canny Edge Detection
+* Robert Edge Detection
+* Sobel Edge Detection
+* Prewitt Edge Detection
+
+ Prewitt operator is used for Prewitt edge detection in an image. It detects two types of edges: Horizontal and
+ Vertical. Edges are calculated by using difference between corresponding pixel intensities of an image.
+ All the masks that are used for edge detection are also known as derivative masks. Because as we have stated
+ many times before in this series of tutorials that image is also a signal so changes in a signal can only be
+ calculated using differentiation. So that’s why these operators are also called as derivative operators or
+ derivative masks.
+
+
+
Canny Edge Detection
+
+
+
+
Library used
+
+
+
numpy
+
opencv
+
matplotlib
+
+
+For more details about Canny
+
+
+
+
+
+
diff --git a/EdgeDetection/canny_code.py b/EdgeDetection/canny_code.py
new file mode 100644
index 00000000..5c025f4e
--- /dev/null
+++ b/EdgeDetection/canny_code.py
@@ -0,0 +1,10 @@
+import numpy as np
+import cv2 as cv
+from matplotlib import pyplot as plt
+img = cv.imread('p2.jpg',0)
+edges = cv.Canny(img,50,100)
+plt.subplot(121),plt.imshow(img,cmap = 'gray')
+plt.title('Original Image'), plt.xticks([]), plt.yticks([])
+plt.subplot(122),plt.imshow(edges,cmap = 'gray')
+plt.title('Canny Image'), plt.xticks([]), plt.yticks([])
+plt.show()
diff --git a/Editing Images/README.md b/EdgeDetection/images/.gitkeep
similarity index 100%
rename from Editing Images/README.md
rename to EdgeDetection/images/.gitkeep
diff --git a/EdgeDetection/images/p2.jpg b/EdgeDetection/images/p2.jpg
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index 00000000..d30b9400
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diff --git a/Editing Images/StandNote.gif b/Editing Images/StandNote.gif
deleted file mode 100644
index 44d38477..00000000
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diff --git a/Editing Images/Edit.ipynb b/EditingImages/Edit.ipynb
similarity index 100%
rename from Editing Images/Edit.ipynb
rename to EditingImages/Edit.ipynb
diff --git a/RGB_to_Thermal/README.md b/EditingImages/README.md
similarity index 100%
rename from RGB_to_Thermal/README.md
rename to EditingImages/README.md
diff --git a/EditingImages/StandNote.gif b/EditingImages/StandNote.gif
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diff --git a/Editing Images/deer.pdf b/EditingImages/deer.pdf
similarity index 100%
rename from Editing Images/deer.pdf
rename to EditingImages/deer.pdf
diff --git a/Editing Images/unsplash.jpg b/EditingImages/unsplash.jpg
similarity index 100%
rename from Editing Images/unsplash.jpg
rename to EditingImages/unsplash.jpg
diff --git a/Face_Detection/Readme.md b/Face_Detection/Readme.md
new file mode 100644
index 00000000..10eebb5d
--- /dev/null
+++ b/Face_Detection/Readme.md
@@ -0,0 +1,71 @@
+[](https://forthebadge.com)
+[](https://forthebadge.com)
+# Detects faces using OpenCV.
+Face Recognisation
+Recognizes the face and how much a face is similar to a test image using SVM Classifier.
+
+
+
+
+
+
+
+
Tools used
+
+
+
Pycharm
+
Visual Studio(community version)
+
Histogram Of oriented Gradients method for package face-recognisation
+
+
+
+
Follow these steps
+
+
+
Open pycharm and add libraries given below in sequential manner by File>Settings> (+ on top right)>search libraries by name and install one by one.
+
Copy the code.py code from repository.
+
Download the test images and add to your pycharm project path.
+
Run the code.
+
+
+
+
library used
+
+
+
cmake
+
dil
+
face-recognisation
+
numpy
+
opencv
+
+
+
+
+
+
Objective and Output
+
+
+
Compares multiple images
+
Checks how similar the images are
+
+
+
Application in real life
+
+
+
Facebook uses this type of models to recognize friends in photos.
+
Its extended version is used to monitor attendence.
+
+
+
+
+
+
diff --git a/Face_Detection/code.py b/Face_Detection/code.py
new file mode 100644
index 00000000..7cd20dda
--- /dev/null
+++ b/Face_Detection/code.py
@@ -0,0 +1,24 @@
+import cv2
+import face_recognition
+
+imgElon = face_recognition.load_image_file('ImagesBasic/Elon Musk.jpg')
+imgElon = cv2.cvtColor(imgElon,cv2.COLOR_BGR2RGB)
+imgTest = face_recognition.load_image_file('ImagesBasic/Bill gates.jpg')
+imgTest = cv2.cvtColor(imgTest,cv2.COLOR_BGR2RGB)
+
+faceLoc = face_recognition.face_locations(imgElon)[0]
+encodeElon = face_recognition.face_encodings(imgElon)[0]
+cv2.rectangle(imgElon,(faceLoc[3],faceLoc[0]),(faceLoc[1],faceLoc[2]),(255,0,255),2)
+
+faceLocTest = face_recognition.face_locations(imgTest)[0]
+encodeTest = face_recognition.face_encodings(imgTest)[0]
+cv2.rectangle(imgTest,(faceLocTest[3],faceLocTest[0]),(faceLocTest[1],faceLocTest[2]),(255,0,255),2)
+
+results = face_recognition.compare_faces([encodeElon],encodeTest)
+faceDis = face_recognition.face_distance([encodeElon],encodeTest)
+print(results,faceDis)
+cv2.putText(imgTest,f'{results} {round(faceDis[0],2)}',(50,50),cv2.FONT_HERSHEY_COMPLEX,1,(0,0,255),2)
+
+cv2.imshow('Elon Musk',imgElon)
+cv2.imshow('Elon Test',imgTest)
+cv2.waitKey(0)
diff --git a/Face_Detection/images/.gitkeep b/Face_Detection/images/.gitkeep
new file mode 100644
index 00000000..8b137891
--- /dev/null
+++ b/Face_Detection/images/.gitkeep
@@ -0,0 +1 @@
+
diff --git a/Face_Detection/images/Bill Gates.jpg b/Face_Detection/images/Bill Gates.jpg
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index 00000000..002bf0db
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diff --git a/Face_Detection/images/Elon Musk.jpg b/Face_Detection/images/Elon Musk.jpg
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index 00000000..ffcf4437
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diff --git a/Face_Detection/images/Elon Test.jpeg b/Face_Detection/images/Elon Test.jpeg
new file mode 100644
index 00000000..9f5ed5f5
Binary files /dev/null and b/Face_Detection/images/Elon Test.jpeg differ
diff --git a/FastAlgorithm/README.md b/FastAlgorithm/README.md
new file mode 100644
index 00000000..a36b5b54
--- /dev/null
+++ b/FastAlgorithm/README.md
@@ -0,0 +1,3 @@
+# FAST Algorithm
+
+A basic implementation of FAST (Features from Accelerated Segment Test) algorithm for high-speed corner detection.
\ No newline at end of file
diff --git a/FlannFeatureMatcher/README.md b/FlannFeatureMatcher/README.md
new file mode 100644
index 00000000..d5de0fb0
--- /dev/null
+++ b/FlannFeatureMatcher/README.md
@@ -0,0 +1,3 @@
+# FLANN Matcher
+
+Implementation of FLANN (Fast Library for Approximate Nearest Neighbors) to match features in one image with others.
\ No newline at end of file
diff --git a/FourierTransformation/README.md b/FourierTransformation/README.md
new file mode 100644
index 00000000..23961d4a
--- /dev/null
+++ b/FourierTransformation/README.md
@@ -0,0 +1,3 @@
+# Fourier Transformation
+
+A minimal Implementation of Fourier Transformation.
\ No newline at end of file
diff --git a/GrabCutAlgorithm/README.md b/GrabCutAlgorithm/README.md
new file mode 100644
index 00000000..3613abac
--- /dev/null
+++ b/GrabCutAlgorithm/README.md
@@ -0,0 +1,3 @@
+# GrabCut Algorithm
+
+Implementation of Foreground Extraction using GrabCut Algorithm.
\ No newline at end of file
diff --git a/HarrisCornerDetection/README.md b/HarrisCornerDetection/README.md
new file mode 100644
index 00000000..987446c3
--- /dev/null
+++ b/HarrisCornerDetection/README.md
@@ -0,0 +1,3 @@
+# Harris Corner Detection
+
+Harris Corner Detector is a corner detection operator that is commonly used in computer vision algorithms to extract corners and infer features of an image.
diff --git a/Homography/README.md b/Homography/README.md
new file mode 100644
index 00000000..923f4d5b
--- /dev/null
+++ b/Homography/README.md
@@ -0,0 +1,3 @@
+# Homography
+
+A minimal implementation of Homograpgy with Feature Matching to find known objects in a complex image.
diff --git a/HoughTransformation/README.md b/HoughTransformation/README.md
new file mode 100644
index 00000000..db6c2af2
--- /dev/null
+++ b/HoughTransformation/README.md
@@ -0,0 +1,7 @@
+# Hough Transformation
+
+A minimal Iimplementation of the following:
+
+- Hough Line Transformation
+- Probabilistic Hough Line Transformation
+- Hough Circle Transformation
\ No newline at end of file
diff --git a/ImageBlending/README.md b/ImageBlending/README.md
new file mode 100644
index 00000000..787b9e90
--- /dev/null
+++ b/ImageBlending/README.md
@@ -0,0 +1,3 @@
+# Image Blending
+
+Using Pyramids menthod to Blend Images.
\ No newline at end of file
diff --git a/ImagePyramids/README.md b/ImagePyramids/README.md
new file mode 100644
index 00000000..c654a5b3
--- /dev/null
+++ b/ImagePyramids/README.md
@@ -0,0 +1,3 @@
+# Image Pyramids
+
+Implementation of Image Pyramiding upto 5 levels.
\ No newline at end of file
diff --git a/ImageResize/Readme.md b/ImageResize/Readme.md
new file mode 100644
index 00000000..6acceea5
--- /dev/null
+++ b/ImageResize/Readme.md
@@ -0,0 +1 @@
+This function Resize the images.
diff --git a/ImageSmoothing/README.md b/ImageSmoothing/README.md
new file mode 100644
index 00000000..09909ce8
--- /dev/null
+++ b/ImageSmoothing/README.md
@@ -0,0 +1,7 @@
+# Image Soothing
+
+Implementation of the following Imgae Soothing approaches:
+
+* Gaussian Filtering
+* Median Filtering
+* Bilateral Filtering
diff --git a/Image_Cartoonification/Readme.md b/Image_Cartoonification/Readme.md
new file mode 100644
index 00000000..a96bf5dd
--- /dev/null
+++ b/Image_Cartoonification/Readme.md
@@ -0,0 +1 @@
+ Implementing Cartoonifying the images.
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 00000000..bd2ec00d
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 Aditya Kumar Gupta
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/Meanshift/README.md b/Meanshift/README.md
new file mode 100644
index 00000000..6a6401c9
--- /dev/null
+++ b/Meanshift/README.md
@@ -0,0 +1,3 @@
+# Meanshift Algorithm
+
+Implementation of Meanshift to find and track objects in videos.
\ No newline at end of file
diff --git a/OCR_HandwrittenAlphabet/Readme.md b/OCR_HandwrittenAlphabet/Readme.md
new file mode 100644
index 00000000..ad54b3dc
--- /dev/null
+++ b/OCR_HandwrittenAlphabet/Readme.md
@@ -0,0 +1 @@
+Using OpenCV and kNN to build a basic OCR (Optical Character Recognition) application for hand-written Alphabets.
diff --git a/OCR_HandwrittenDigit/Readme.md b/OCR_HandwrittenDigit/Readme.md
new file mode 100644
index 00000000..bbb99111
--- /dev/null
+++ b/OCR_HandwrittenDigit/Readme.md
@@ -0,0 +1 @@
+Using OpeCV and KNN to build a basic OCR (Optical Character Recognition) application for Hand-written Digits.
diff --git a/OpticalFlow/README.md b/OpticalFlow/README.md
new file mode 100644
index 00000000..fd873569
--- /dev/null
+++ b/OpticalFlow/README.md
@@ -0,0 +1,6 @@
+# Optical Flow
+
+Implementation of Optica Flow for a video data using the following methods:
+
+- Lunas-Kanade Method
+- Dense Optical Flow Method
\ No newline at end of file
diff --git a/OrbAlgorithm/README.md b/OrbAlgorithm/README.md
new file mode 100644
index 00000000..38a847ae
--- /dev/null
+++ b/OrbAlgorithm/README.md
@@ -0,0 +1,3 @@
+# ORB Algorithm
+
+A minimal implementation of ORB (Oriented FAST and Rotated BRIEF) algorithm.
\ No newline at end of file
diff --git a/OtsuThresholding/README.md b/OtsuThresholding/README.md
new file mode 100644
index 00000000..fdf2db8b
--- /dev/null
+++ b/OtsuThresholding/README.md
@@ -0,0 +1 @@
+# Otsu's Thresholding Method
diff --git a/PerspectiveTransformation/README.md b/PerspectiveTransformation/README.md
new file mode 100644
index 00000000..c1845057
--- /dev/null
+++ b/PerspectiveTransformation/README.md
@@ -0,0 +1 @@
+# Perspective Transformation
diff --git a/PoseEstimation/README.md b/PoseEstimation/README.md
new file mode 100644
index 00000000..4a980c94
--- /dev/null
+++ b/PoseEstimation/README.md
@@ -0,0 +1,3 @@
+# Pose Estimation
+
+Utilize the information from an image to calculate its pose and create some 3D effects in images using ```calib3d``` module.
\ No newline at end of file
diff --git a/README.md b/README.md
index 0fc11145..c3d3b161 100644
--- a/README.md
+++ b/README.md
@@ -33,7 +33,7 @@ OpenCV is a huge library. One can get lost while reading a specific feature docu
## How to Contribute? Let's Get Started:
-### Step 1. Create a Copy of this Repository
+#### Step 1. Create a Copy of this Repository
In order to work on an open-source project, you will first need to make your own copy of the repository. To do this, you should fork the repository and then clone it so that you have a local working copy.
> **Fork :fork_and_knife: this repo. Click on the Fork button at the top right corner.**
@@ -57,7 +57,7 @@ git clone https://github.com/your_username/Image-Processing-OpenCV
-### Step 2: Creating a New Branch
+#### Step 2: Creating a New Branch
It is important to branch the repository so that you are able to manage the workflow, isolate your code, and control what features make it back to the main branch of the project repository.
When creating a branch, it is very important that you create your new branch off of the master branch.
@@ -75,10 +75,10 @@ Switched to branch 'new-branch'
```
-### Step 3: Contribute
+#### Step 3: Contribute:
Make relevant changes. Add new algorithms. Add Readme files. Contribute in any way you feel like :)
-### Step 4: Commiting and Pushing:
+#### Step 4: Commiting and Pushing:
Once you have modified an existing file or added a new file to the project, you can add it to your local repository, which we can do with the git add command.
``` git add filename``` or ``` git add .```
@@ -99,7 +99,7 @@ You can type the command ```git add -A``` or alternatively ```git add -all``` fo
git push --set-upstream origin new-branch
```
-### Step 5: Create Pull Request
+#### Step 5: Create Pull Request
At this point, you are ready to make a pull request to the original repository.
You should navigate to your **forked** repository, and press the “Compare & pull request” button on the page.
@@ -109,28 +109,45 @@ GitHub will alert you that you are able to merge the two branches because there
-### Step 6: CONGRATULATIONS :boom: :clap: :relaxed:
+#### Step 6: CONGRATULATIONS :boom: :clap: :relaxed:
You have made your contributions. Kudos to you!!
+### 📂 Where to upload the files
+* Your files should be uploaded directly into the corresponding folder (For instance, if you wrote code for Object Tracking Implementation in Python, it goes inside the ObjectTracking folder along with a descriptive README.md )
+* **Under no circumstances create new folders within the language folders to upload your code unless specifically told to do so.**
+#### For any more issues and queries, please join our Slack Channel.
+Feel free to reach out to us.
+``` **Rememeber, collaboration is the key to open-source** 🌟✨ ```
+## ⚙️ Contribution Guidelines
+**Please go through the whole Contributing Guidelines [here](https://github.com/geekquad/Image-Processing-OpenCV/blob/main/CONTRIBUTING.md).**
+* Make sure you do not copy codes from external sources because that work will not be considered. Plagiarism is strictly not allowed.
+* You can only work on issues that you have been assigned to you.
+* If you want to contribute for an existing algorithm, we prefer that you create an issue before making a PR and link your PR to that issue.
+* If you have modified/added code work, make sure the code compiles before submitting.
+* Strictly use snake_case (underscore_separated) in your file_name and push it in correct folder.
+* Do not update the **[README.md](https://github.com/geekquad/Image-Processing-OpenCV/blob/main/README.md).**
+## 📖 Code Of Conduct
+You can find our Code of Conduct [here](https://github.com/geekquad/Image-Processing-OpenCV/blob/master/CODE_OF_CONDUCT.md).
+## 📝 License
-
+This project follows the [MIT License](https://choosealicense.com/licenses/mit/).
## Please STAR :star2: this repository if you liked it and had fun :)
-### Maintainers! :blush:
+### 😇 Maintainers!
@@ -141,7 +158,6 @@ You have made your contributions. Kudos to you!!
-
[](https://forthebadge.com)
[](https://forthebadge.com)
[](https://forthebadge.com)
diff --git a/RgbToThermal/README.md b/RgbToThermal/README.md
new file mode 100644
index 00000000..8b137891
--- /dev/null
+++ b/RgbToThermal/README.md
@@ -0,0 +1 @@
+
diff --git a/RGB_to_Thermal/RGBtoTHERMAL.ipynb b/RgbToThermal/RGBtoTHERMAL.ipynb
similarity index 100%
rename from RGB_to_Thermal/RGBtoTHERMAL.ipynb
rename to RgbToThermal/RGBtoTHERMAL.ipynb
diff --git a/SiftAlgorithm/README.md b/SiftAlgorithm/README.md
new file mode 100644
index 00000000..1596d200
--- /dev/null
+++ b/SiftAlgorithm/README.md
@@ -0,0 +1,3 @@
+# SIFT Algorithm
+
+A basic implementation of SIFT (Scale-Invariant Feature Transform) algorithm to extract keypoints and compute its descriptors.
\ No newline at end of file
diff --git a/SimpleThresholding/README.md b/SimpleThresholding/README.md
new file mode 100644
index 00000000..28eb520b
--- /dev/null
+++ b/SimpleThresholding/README.md
@@ -0,0 +1 @@
+# Simple Thresholding Method
diff --git a/SurfAlgorithm/README.md b/SurfAlgorithm/README.md
new file mode 100644
index 00000000..08f9778c
--- /dev/null
+++ b/SurfAlgorithm/README.md
@@ -0,0 +1,3 @@
+# SURF Algorithm
+
+A minimal implementation of SURF (Speeded-Up Robust Features) algorithm.
\ No newline at end of file
diff --git a/TemplateMatching/README.md b/TemplateMatching/README.md
new file mode 100644
index 00000000..eacd4e6d
--- /dev/null
+++ b/TemplateMatching/README.md
@@ -0,0 +1,6 @@
+# Template Matching
+
+Template Matching is a method for searching and finding the location of a template image in a larger image.
+Implementation of Template Mathcing techniques for:
+* Single Objects
+* Multiple Objects
\ No newline at end of file
diff --git a/WatershedAlgorithm/README.md b/WatershedAlgorithm/README.md
new file mode 100644
index 00000000..a6f2f462
--- /dev/null
+++ b/WatershedAlgorithm/README.md
@@ -0,0 +1,3 @@
+# Watershed Algorithm
+
+Implementatoin of Image Segmentation with Watershed Algorithm.
\ No newline at end of file