cortwave/cdiscount-kaggle

Issues

• mixup augmentation

  #20 opened 7 years ago by arsenyinfo
  0

• hard sample mining

  #19 opened 7 years ago by arsenyinfo
  1

• DPN networks

  #14 opened 7 years ago by arsenyinfo
  3

• Second input features

  #9 opened 7 years ago by arsenyinfo
  0

• Reduce number of classes

  #8 opened 7 years ago by arsenyinfo
  0

• Accumulated batch for Keras

  #15 opened 7 years ago by arsenyinfo
  1

• Always crop center

  #18 opened 7 years ago by arsenyinfo
  1

• Nadam optimizer

  #13 opened 7 years ago by arsenyinfo
  1

• Write script (notebook) to visualise missclassification

  #17 opened 7 years ago by cortwave
  0

• resnet50 160x160 random crops + first images + batch=512

  #16 opened 7 years ago by cortwave
  0

• Train a network using first pictures only

  #1 opened 7 years ago by arsenyinfo
  1

• Initial fit on first order categories only

  #12 opened 7 years ago by arsenyinfo
  0

• OCR as a feature

  #11 opened 7 years ago by arsenyinfo
  0

• Additional siamese network for popular errors

  #10 opened 7 years ago by arsenyinfo
  0

• Use hierarchical output

  #7 opened 7 years ago by arsenyinfo
  0

• Squeeze and Excitation Networks

  #5 opened 7 years ago by arsenyinfo
  1

• Mean-max pooling

  #6 opened 7 years ago by arsenyinfo
  0

• Hierarhical loss function

  #4 opened 7 years ago by cortwave
  0

• Separate outputs for each category

  #3 opened 7 years ago by arsenyinfo
  0

• Filter some images based on cosine distances within one item

  #2 opened 7 years ago by arsenyinfo
  0