Albumentations is the way to go. I really like this library and I think you will too!

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

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PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

Image stolen from this awesome article:
https://medium.com/pytorch/mul....ti-target-in-albumen

Timestamps:
0:00 - Introduction
1:21 - Augmentation for Classification
9:11 - Augmentation for Segmentation
11:55 - Augmentation for Detection
21:35 - Full PyTorch Example
31:05 - Ending