Skip to content

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.

License

Notifications You must be signed in to change notification settings

AlkaSaliss/DEmoClassi

Repository files navigation

DEmoClassi

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 :

png png png png png

About

DEmoClassi stands for Demographic (age, gender, race) and Emotions (happy, sad, angry, ...) Classification from face images, using deep learning.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published