Patrick’s Status Report for 3/21/20

Completed:

• Refocus SOW
• Setting up Zoom
• Migrating FER algorithm to home desktop computer
  • Setting up PyCharm, Tensorflow, Keras, SkLearn, OpenCV
  • Downloading datasets
  • Reworking code to work in new environment

To-do:

• Continue using more of AffectNet database
• Find more ways to improve accuracy
  • Tweaking SVM parameters like bias, loss, etc
  • Perform cross-validation on AffectNet
• Test if algorithm works faster in real-time on desktop computer
• Tweak number of times algorithm is run per second to meet requirements