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        "author": "AmrSaber, WafaaIsmail, MohamedAhmed, SalmaSayed, MuhammadAref, ManarArabi",
        "author_email": "amr.m.saber.mail@gmail.com, wafaaismail595@gmail.com, mohamedmaim97@gmail.com, Salmasayed797@gmail.com, muhammad.aref224@gmail.com, manar.araby.ma@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "Intended Audience :: Education",
            "License :: OSI Approved :: GNU Affero General Public License v3",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.6"
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        "description": "# Cerebro\nCerebro is a python package for **Facial Expression Detection**, we provide a trained model with accuracy around 98% of 8 emotions [Happy, surprise, contempt, sad ,angry,disgust,Neutral,Fear], with a very simple interface for detection from image,video with any rotation and Real time streaming.\n\n**Documentation**\n\n**Example**\nIn this Example we get an image , predict an emotion then save it with the emotion.\n```python\nfrom interface import video_stream as vs\nfrom interface import process_image as pi\n\ndef main():\n\tim = cv2.imread(\"interface/7.jpg\")\n\titems =pi.extract_faces_emotions(im)\n\tim =pi.mark_faces_emotions(im)\n\tcv2.imwrite(\"interface/77.jpg\",im)\n\tcv2.imshow(\"detected emotions\",im)\n\tcv2.waitKey(0)\n\nif __name__ == '__main__': main()\n\n```\n![alt text](https://github.com/AmrSaber/Cerebro/blob/master/images/BeFunky-collage.jpg \"Example\")\n\n**Installition**\nCerebro depends on some python packages, once you install Cerebro any missing Module will be automatically installed, \nfor ***FFmpeg*** use this [link](https://github.com/adaptlearning/adapt_authoring/wiki/Installing-FFmpeg).\n\n***Installation by hand***: download the sources, either from [PyPI](https://test.pypi.org/project/CEREBRO1/#description) or, if you want the development version, from GitHub, clone the project then use this command in terminal to setup.\n\n```$ (sudo) python setup.py install```\n\n***Installation with pip***: if you have pip installed, just type this in a terminal:\n\n```$ (sudo) pip install CEREBRO8```\n***Using Model*** : once You install Cerebro You have to dowenload our trained model from this [link](https://github.com/AmrSaber/Cerebro/blob/master/Cerebro/saved-models/emotions_model_specs.bin) and full model [link](https://github.com/AmrSaber/Cerebro/blob/master/Cerebro/saved-models/emotions_model.f5) then add them to new foldercalled ```saved-models```\n***Using Landmark*** : if you want to use Landmark feature extractor you have to dowenload this file landmarks with 68 point using this [link](https://github.com/AmrSaber/Cerebro/tree/master/Cerebro/saved-models/face-landmarks) in this path\n```saved-models/face-landmarks``` \"create new folder called landmarks in saved-models\" \n\n**Video demo**\n\n**Real Time demo**\n\n**Maintainers** \n\n* [AmrSaber](https://github.com/AmrSaber)\n* [Wafaaismail](https://github.com/Wafaaismail)\n* [aim97](https://github.com/aim97)\n* [ManarArabi](https://github.com/ManarArabi)\n* [SalmaSayed](https://github.com/SalmaSayed)\n* [MuhammeaAef](https://github.com/MuhammadAref)\n\n\n\n\n",
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        "keywords": "emotions,expressions,real-time stream",
        "license": "gpl-3.0",
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        "name": "CEREBRO8",
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