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Collection of my python functions for training pytorch models to classify emotion, age, race, gender

Project description


DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification.

This repository is an attempt to tackle the task of predicting the facial expression, age gender and race prediction from facial images.

As I was planning to train the models on Google Colab platform, I decided to gather all my utility functions/classes in a package I named democlassi which is pip installable via pip install --upgrade democlassi.

The Training is done using Pytorch and pytorch-ignite and more information about the data used, the training process and live prediction using pretrained models and opencv can be found on this page.

Some sample predictions :

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