Patrick’s Status Report for 4/4/20

Completed:

• Trained with 10,000 images from AffectNet
• Accuracy still around 70%
  • Lowest around 30%
  • Highest at 77%
• Confusion matrix shows highest accuracy for happy, then anger, then sadness, surprise, fear, then contempt and disgust are not detected
• Downloaded 7 out of 11 parts of AffectNet so far

To-do:

• Start batch training so that my computer memory isn’t taken over
• Take equal amounts of each emotion so that gradient descent won’t be skewed towards happiness
• Make video/preparation for demo in class
• Take metrics for demo
• Cross-validation