4_18_2023: Professor's Suggestions How to solve Overfitting of model

• check if the data is balanced.

• data augmentation

  1. Geomeetrric
  2. Brightness
  3. shifts
  4. rotations
  5. Darkness
  6. Noise

• use keras for data augmentation

• freeze the last layers and take the features from the second last year before the fully connected layer

• Try to use Regularization techniques l1 and l2