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Published 20 hours ago • verified publisher icon microsoft

Create a segmentation model diagnostic notebook

Open ant0nsc opened this issue 4 years ago • 2 comments

  • Image sizes
  • effect of photometric normalization
  • patch sampling thumbnails

Add average Dice to results notebook

AB#3930

ant0nsc avatar Oct 21 '20 08:10 ant0nsc

Can we maybe even add GPU utilization stats, so that people can increase crop size if there is space?

ant0nsc avatar Oct 21 '20 08:10 ant0nsc

We are not always evaluating the model on the full training set, but maybe we can add performance per crop from the last training epochs? Can that give any insights into the quality of the training data?

ant0nsc avatar Oct 21 '20 08:10 ant0nsc