{
    "info": {
        "author": "Aleksandr Sinitca",
        "author_email": "siniza.s.94@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Medical Science Apps."
        ],
        "description": "# AutomaticBehaviorAnalysis\n\n## \u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430\n### pip\n\u041a\u043b\u0438\u0435\u043d\u0442 (\u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u0435\u0448\u0430)\n\u0414\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u0435\u0448\u0430 \u043d\u0443\u0436\u043d\u043e \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u0432\u0438\u0434\u0435\u043e \u0438 \u0444\u0430\u0439\u043b \u043a\u044d\u0448\u0430 \u0432 \u043e\u0434\u043d\u0443 \u043f\u0430\u043f\u043a\u0443\n\n\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u043f\u0430\u043a\u0435\u0442\u0430:\n\n`pip install --user automatic-behavior-analysis`\n\n\u041e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u0430\u043a\u0435\u0442\u0430:\n\n`pip install --upgrade --user automatic-behavior-analysis`\n\n\u0417\u0430\u043f\u0443\u0441\u043a \u043a\u043b\u0438\u0435\u043d\u0442\u0430:\n\n`aba-client`\n\n\u041f\u0435\u0440\u0435\u0434 \u043f\u0435\u0440\u0432\u044b\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c \u043f\u043e\u0441\u043b\u0435 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 \u043d\u0430\u0434\u043e \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0432 \u043f\u0430\u043f\u043a\u0443\n`~/.local/lib/python3.7/site-packages/client2/`\n \u0418 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043a\u043e\u043f\u0438\u044e \u0444\u0430\u0439\u043b\u0430 config.1.json \u0441 \u0438\u043c\u0435\u043d\u0435\u043c config.json\n\n\u0412\u041d\u0418\u041c\u0410\u041d\u0418\u0415!\n\u0414\u043b\u044f \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0432 \u043f\u0443\u0442\u0438 \u043a \u043f\u0430\u043a\u0435\u0442\u0430\u043c \u043d\u0435 \u0434\u043e\u043b\u0436\u043d\u043e \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u044c\u0441\u044f \u043a\u0438\u0440\u0438\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0438\u043c\u0432\u043e\u043b\u043e\u0432 .\n\n## \u0422\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\n\n* Python 3\n* TensorFlow\n* [Tensorflow Object Detection API](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/installation.md)\n* Keras\n* numpy\n* PIL\n* tkinter\n* appdirs\n* openCV\n* websocket\n\n### Client2\n\n* Python 3\n* openCV\n* appdirs\n\n## \u0421\u0431\u043e\u0440\u043a\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0441 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c\n\n### \u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438\n\n\u0412 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0435 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0442 \u0444\u0430\u0439\u043b\u044b \u0438 \u043c\u043e\u0434\u0435\u043b\u0438 \u0441 \u0446\u0435\u043b\u044c\u044e \u043c\u0438\u043d\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043e\u0431\u0440\u0430\u0437\u0430 \u0438 \u043f\u043e\u0432\u044b\u0448\u0435\u043d\u0438\u044f \u0443\u0434\u043e\u0431\u0441\u0442\u0432\u0430 \u0440\u0430\u0431\u043e\u0442\u044b.\n\n\u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439:\n\n```bash\n# \u0414\u043b\u044f \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0441 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u043e\u0439 GPU\ndocker build -t registry.gitlab.com/digiratory/automatic-behavior-analysis/dev-gpu .\n# \u0414\u043b\u044f \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0441 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u043e\u0439 \u0442\u043e\u043b\u044c\u043a\u043e CPU\ndocker build  -f Dockerfile.dev.cpu -t registry.gitlab.com/digiratory/automatic-behavior-analysis/dev-cpu .\n```\n\n\u0414\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u043d\u0435\u0442 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u043f\u0435\u0440\u0435\u0441\u043e\u0431\u0438\u0440\u0430\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0438 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u0431\u0440\u0430\u0442\u044c \u0441\u043e\u0431\u0440\u0430\u043d\u043d\u044b\u0439 \u0441 \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u044f \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043a\u043e\u043c\u0430\u043d\u0434:\n\n```bash\ndocker login registry.gitlab.com\n# \u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0441 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u043e\u0439 GPU\ndocker run --runtime=nvidia -it -v <workspace>:/home/user/ -p 1217:1217 registry.gitlab.com/digiratory/automatic-behavior-analysis/dev-gpu:latest\n\n# \u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430 \u0441 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u043e\u0439 CPU\ndocker run -it -v <workspace>:/home/user/ -p 1217:1217 registry.gitlab.com/digiratory/automatic-behavior-analysis/dev-cpu:latest\n```\n\n\u0414\u043b\u044f CPU-only:\n\n```bash\ndocker login registry.gitlab.com\ndocker run -it -v <workspace>:/home/user/ -p 1217:1217 registry.gitlab.com/digiratory/automatic-behavior-analysis/dev-cpu:latest\n```\n\n\u0415\u0441\u043b\u0438 \u043d\u0430 \u043c\u0430\u0448\u0438\u043d\u0435 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u0435\u0442 gpu, \u0442\u043e \u043a\u043b\u044e\u0447 `--runtime=nvidia` \u0443\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u043d\u0435 \u043d\u0430\u0434\u043e.\n\n\u0412\u041d\u0418\u041c\u0410\u041d\u0418\u0415! \u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043d\u0435 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0432\u043e\u0439 \u0441\u043e\u0441\u0442\u0430\u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434, \u043c\u043e\u0434\u0435\u043b\u0438 \u0438 \u043f\u0440\u043e\u0447\u0435\u0435.\n\n## \u0417\u0430\u043f\u0443\u0441\u043a \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439\n\n\u041f\u043e\u0440\u044f\u0434\u043e\u043a \u0437\u0430\u043f\u0443\u0441\u043a\u0430:\n\n1. \u0421\u0435\u0440\u0432\u0435\u0440\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c\n2. \u041a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u044c\n\n\u041f\u043e\u0440\u044f\u0434\u043e\u043a \u0432\u044b\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u044f:\n\n1. \u041a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u044c\n2. \u0421\u0435\u0440\u0432\u0435\u0440\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c\n\n### \u0421\u0435\u0440\u0432\u0435\u0440\n\n\u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c ./server.py\n\n```bash\npython3 ./server.py\n```\n\n\u0410\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u044b \u043a\u043e\u043c\u0430\u043d\u0434\u044b:\n[ip= ] \u2014 Ip \u0430\u0434\u0440\u0435\u0441 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u043b\u0443\u0448\u043a\u0438 (\u041f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e 172.0.0.1 )\n[port= ] \u2014 \u041f\u043e\u0440\u0442 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 (\u041f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e 1217)\n\n### \u041a\u043b\u0438\u0435\u043d\u0442\u0441\u043a\u0430\u044f \u0447\u0430\u0441\u0442\u044c (GUI)\n\n\u0414\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u043d\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432\u044b\u043f\u043e\u043b\u043d\u0438\u0442\u044c ./client_gui.py\n\n```bash\npython3 ./client_gui.py\n```\n\n\u0410\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u044b \u043a\u043e\u043c\u0430\u043d\u0434\u044b:\n[ip= ] \u2014 Ip \u0430\u0434\u0440\u0435\u0441 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 (\u041f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e 172.0.0.1 )\n[port= ] \u2014 \u041f\u043e\u0440\u0442 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 (\u041f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e 1217)\n",
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        "maintainer": "Aleksandr Sinitca",
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        "package_url": "https://pypi.org/project/automatic-behavior-analysis/",
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