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Datasets, Transforms of pytorch specific to multi channel image, especially tiff

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vision-multi

Datasets, Transforms of pytorch specific to multi channel image

in progress...

TODO:

  1. transform for multi-channel
    • flip
    • resize
    • center_crop
    • random_crop
    • flip
    • horizontal_flip
    • vertical_flip
    • rotate
    • shift
    • normaize
    • noise
    • ....
  2. dataloader for multi channel image, such as tiff
    • single-label classification
    • multi-label classification
    • object localization
    • semantic segmentaion
  3. dataloader for rgb file,such jpg png
    • single-label classification
    • multi-label classification
    • object localization
    • semantic segmentaion
  4. use example
    • classification
    • object localization
    • semantic segmentaion

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Datasets, Transforms of pytorch specific to multi channel image, especially tiff

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