Project questions brain dump

[nipunbatra]

• Activity recognition (initially using RF, DT, etc with and without PCA.; later using 1-NN + DTW). Deploy by collecting and testing some real data.
• Digit recognition
  • Deploy:
    • Streamlit (see this nice deployment via drawing on Canvas): https://github.com/rahulsrma26/streamlit-mnist-drawable
    • mobile app (https://github.com/pytorch/ios-demo-app)
  • Variations:
    • Street View Numbers (OOD)
    • LaTeX digits
    • Devanagari script
    • Rigour:
      • Performance on rotation
      • Performance on inversion of black/white
• Next word prediction (start from next character prediction)
• Cats v/s Dogs; Land Cover classification
• Air Quality or Energy forecasting
• RL game