Is it possible to use a DataLoader to repeat the same batch with a different augmentation? For example, I would like to generate a batch with images from 1 to 10 four time with different augmentation, and then for images from 11 to 20, etc. My problem is that I do not know how to avoid the DataLoader to advance the index.
Thanks.