Patrick’s Status Report for 4/11/20

Completed:

• Trained with 60000 images
• Balanced out images of each emotion
• Confusion matrix
• Accuracy of around 60-70 percent
  • 7000 images – got around 80-90 percent but could be overfit
• Tested on my own face – contempt, anger, disgust, fear are confused

Todo:

• Make second SVM for classifying hard to differentiate emotions
• Continue to up accuracy
• Train with more images
• Cross-validation?