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        "author": "A. Alka M. Salissou",
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        "description": "# DEmoClassi\nDEmoClassi stands for **D**emographic (age, gender, race) and **Emo**tions \n(happy, sad, angry, ...) **Classi**fication.\n\nThis repository is an attempt to tackle the task of predicting the facial expression,\nage gender and race prediction from  facial images.\n\nAs I was planning to train the models on Google Colab platform, I decided to gather \nall my utility functions/classes in a package I named democlassi which is pip \ninstallable via `pip install --upgrade democlassi`.\n\nThe Training is done using Pytorch and pytorch-ignite and more \ninformation about the data used, the training process and live prediction using \npretrained models and opencv can be found on \n[this page](docs/pages.md).\n\n\nSome sample predictions : \n\n![png](docs/samples/neutral_shot.png)\n![png](docs/samples/happy_shot.png)\n![png](docs/samples/angry_shot_new.png)\n![png](docs/samples/sad_sht1.png)\n![png](docs/samples/surprised_shot.png)\n\n",
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