/kaggle_salt

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TGS Salt Identification Challenge

Data download

kaggle c download --competition=tgs-salt-identification-challenge --path=input
unzip input/test.zip -d input/test
unzip input/train.zip -d input/train

TODO

memo

  • cross-pseudo-labeling (+0.010)
  • R,G=input B=depth (-0.010)
  • gate (-0.006)
  • mixup (-0.002)
  • lovasz loss elu+1 with mixup (-0.002)
  • multiple output (bin, mask) (-0.005)
  • binary upsampling hypercolumn (+0.001)
  • tail residual block (+0.001)
  • scse block (+0.004)
  • hypercolumn (+0.006)
  • 112 == 224 (+0.001)
  • padding > resize (+0.004)
  • lovasz > lovasz*0.9 + BCE*0.1 (+0.003)
  • lovasz > BCE (+0.010)
  • stack.py: bin-ir2 (+0.001)