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todo.md

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To Do

  • proper logger
  • Fix Mixup
  • read all the papers and write about the concepts
  • wrapper around pytorch datasets
  • adamW
  • update features
  • more metrics support
  • auto reduce batch size in multiple trainer

Doing

  • documentation

Ideas

  • Sharded
  • fp16 using native pytorch
  • easier progressive resizing
  • tensorboard
  • Loss functions
  • GradCAM
  • GANs

Data

  • Multi Category
  • Regression
  • mask splitter
  • column splitter
  • one hot encode
  • Point data
  • Segmentation data
  • bounding box data
  • verify images
  • Image Sorter

More

  • Medical Imaging
  • Audio
  • NLP