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Video transformations for deep learning

  • Works with both image and feature map
  • Video input is simply a numpy array (no need of PIL).
  • Supports both channels first and channels last

Prerequisites

numpy >= 1.12
cv2

Options

Options             Finished
Read            
Compose
RandomCrop
RandomCornerCrop
CenterCrop
FiveCrop
TenCrop
Resize
RandomHorizontalFlip
RandomVerticalFlip
Montage
ToTensor
ToBatchTensor
Normalize