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Questions:

  1. What have you done in order to improve the performance?
    • I've split data, use augmentation and use dropout.
  2. Have you tried configurations that did not work out?
    • Yes, I've tried configurations that didn't work out! For examle it was different augmentation of data (bluring, random angle rotation ),
    • batch normalization, pooling also didn't work out.