/Facial-Expression-Recognition

A CNN deep learning case study to classify 7 labeled human facial expressions using multiple models and ensemble approach.

MSDA Data240 Data Mining Project

Team 2: Mavis Wang, Zuo-jung Zheng, Xiaocen Xie, Coco Yu, Yan Tang

Facial Expression Recognition Classification on FER2013

Dataset CSV | PNG

Labels: 0 - Angry 1 - Disgust 2 - Fear 3 - Happy 4 - Sad 5 - Surprise 6 - Neutral

Models

  • ResNet50V2 @ Zuo-jung Zheng
  • Mini-VGG @ Yan Tang
  • Simple CNN @ Mavis Wang
  • Ensemble @ Mavis Wang

Results Slide