epicalyx / Emotion-Recognition

Emotion Recognition using Keras CNN Model

Emotion-Recognition

The aim is to recognize human emotions using deep learning

• Dataset used - fer2013 dataset
  It is available at : https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge/data

Deep Learning Model

• Model implemented here has been discussed in the research paper : https://github.com/oarriaga/face_classification/blob/master/report.pdf
• Test Accuracy is about 65% after training for 100 epochs
• Complete implementation of this research paper can be found here: https://github.com/oarriaga/face_classification

How is it useful?

• Emotion Recognition has many use cases ranging from surveillance to prototyping models for quality education,consumer behaviour analytics ,human computer interaction and many more!

Helpful Resources:

• Research Paper - https://github.com/oarriaga/face_classification/blob/master/report.pdf
• Preprocessing techniques - https://github.com/oarriaga/face_classification