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[Feature Request] Random Spatial Transforms #287

@esube

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@esube

I just saw the refactored transform and it looks much better. I had issues with the PIL backend of the previous transform and used to completely avoid the torchvision transform and implement the transforms I want locally using mostly opencv.

I also saw that color transforms are added in #275. These are all great! Is there a plan to add spatial transforms such as translation, rotation, shear etc.. (in general warping) augmentations. They are crucial in case of limited dataset training such as in attribute prediction, person re-id, extreme classification, etc...

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