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    "info": {
        "author": "Fernando P\u00e9rez",
        "author_email": "fernaperg@gmail.com",
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            "License :: OSI Approved :: MIT License",
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            "Programming Language :: Python :: 3"
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        "description": "# cv2_tools\nLibrary to help the drawing process with OpenCV. Thought to add labels to the images. Classification of images, etc.\n\n![cv2-tools](https://user-images.githubusercontent.com/18369529/56097027-839fe680-5eef-11e9-9c35-9d20f92b595e.png)\n\n**Image generated with face_recognition and drawed with cv2-tools version 2.0.2**\n\n## Installation\n\n### Pre-requisites\n\nYou will need to install:\n\n* opencv >= 3.6.2\n* numpy >= 1.13.3\n* python-constraint >= 1.4.0\n\nYou can simply execute:\n`pip install -r requirements.txt`\n\nFinally you can install the library with:\n\n`pip install cv2-tools`\n\nWhen you install `cv2-tools`, it will automatically download `numpy` but not opencv becouse in some cases you will need another version.\n\n## Test\n\n```\nimport cv2_tools\n\nprint('Name: {}\\nVersion:{}\\nHelp:{}'.format(cv2_tools.name,cv2_tools.__version__,cv2_tools.help))\nwebcam_test()\n```\n\n## Ussage and Important classes\n\n### ManagerCV2\n\n```\nfrom cv2_tools.Management import ManagerCV2\n```\n\nIf you want to work with video or stream, this class will help you mantain your code cleaner while you get more features.\n\nFor example:\n - Open a a stream (your webcam).\n - Reproduce it on real time with max FPS equals to 24.\n - Press `esc` to finish the program.\n - At the end print average FPS.\n\n```\nfrom cv2_tools.Managment import ManagerCV2\nimport cv2\n\n# keystroke=27 is the button `esc`\nmanager_cv2 = ManagerCV2(cv2.VideoCapture(0), is_stream=True, keystroke=27, wait_key=1, fps_limit=60)\n\n  # This for will manage file descriptor for you\n  for frame in manager_cv2:\n      cv2.imshow('Example easy manager', frame)\n  cv2.destroyAllWindows()\n  print(manager_cv2.get_fps())\n```\n\nIf you want to use another button and you don't know the ID, you can check easily using the following code:\n\n```\nfrom cv2_tools.Managment import ManagerCV2\nimport cv2\n\n# keystroke=27 is the button `esc`\nmanager_cv2 = ManagerCV2(cv2.VideoCapture(0), is_stream=True, keystroke=27, wait_key=1, fps_limit=60)\n\n  # This for will manage file descriptor for you\n  for frame in manager_cv2:\n      # Each time you press a button, you will get its id in your terminal\n      last_keystroke = manager_cv2.get_last_keystroke()\n      if last_keystroke != -1:\n        print(last_keystroke)\n      cv2.imshow('Easy button checker', frame)\n  cv2.destroyAllWindows()\n```\n\n### SelectorCV2\n\nFirstly create a SelectorCV2 object. You can pass it optional parameters to configure the output.\n```\nfrom cv2_tools.Selection import SelectorCV2\nselector = SelectorCV2(color=(200,90,0), filled=True)\n```\n\nAlso you can configure it later using the method (all optional parameters):\n```\nselector.set_properties()\n```\n\nNow, each time you want to add a selected zone call the method:\n```\n\"\"\"\nCoordinates:\n\n(x1,y1)____(x2,y1)\n   |          |\n   |          |\n(x1,y2)____(x2,y2)\n\nTags (optional parameter):\n* It could be a normal string\n* A string with '\\n'\n* A list of strings\n* None / '' / [] / False\n\"\"\"\nselector.add_zone((x1,y1,x2,y2),tags=tag)\n```\n\nFinally, when you want to draw all the rectangles execute:\n```\nedited_frame = selector.draw(frame)\n```\n\nIf you want to use the same object multiple times you can easily change the content inside it:\n```\n# This method could help change rectangles to\nselector.set_range_valid_rectangles( origin, destination)\n\n# This method could help if you know exactly the indexes that you want to keep\n# Default = [], so if you just want to clean the buffer call this method without parameters\nset_valid_rectangles(indexes)\n```\n\nIf you want, you can see the example [detect_faces.py](examples/detect_faces.py), it also use an open source library called `face_recognition`.\n\n\n",
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