feixian15 / vision-multi

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

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