mohit-iitb / CS-725-Project-2020

CS-725-Project-2020

Deadline : 7th December 2020

Objective : To train a Convolutional Neural Network to classify emotions on a facial image.

Reference Links :

https://talhassner.github.io/home/publication/2017_TPAMI_2
https://github.com/kalyanghosh/Face-Detection-using-CNN
keras tuner for hyper parameter selection -->
https://www.youtube.com/watch?v=OzLAdpqm35E, https://colab.research.google.com/drive/1kPO_YjAyNjc6YeRnw2b3dTkjEKhq0MOl, https://keras-team.github.io/keras-tuner/

Requirements :

1. Datasets : FER-13 dataset

Step 1: Dataset and preprocessing

Step 2: CNN model

Step 2: Performance Evaluation