The process of improving the recognizing rate of emotion - wtepfenhart/BioSimVis GitHub Wiki

1.0 Overview

The wiki introduces the solution of improving the algorithm of recognizing emotion. The neural network based on 6 Convolutional layers and a full connection layer and it received 60% on fer2013.

2.1 Dependencies

  • Numpy 1.15
  • Python>=2.7
  • sklearn (plot confusion matrix)
  • PIL 1.17

2.2 Dateset

Fer2013 LinkFer2013 Download Link

2.3 Model depend on CNN

Model Download ,Put it in 'model/' floder.
python verfiy.py