vision Add 3-augment from DeiT III

🚀 The feature

As the title suggest, add the data augmentation from https://arxiv.org/abs/2204.07118

Motivation, pitch

This seems to be a simple recipe with good results and the Deit family is widely recognized.

Alternatives

No response

Additional context

No response

Jul 06 '24 20:07 trawler0

Hi @trawler0, did you mean something like this?

Jul 18 '24 17:07 Bhavay-2001

Hey @Bhavay-2001! Yes, that's what I mean, I should have maybe directly attached the file. The recipe helped them to train very large ViT models from scratch on imagenet and they got amazing results.

Jul 19 '24 05:07 trawler0

Hi @NicolasHug, any views on this? Should I try to add this augmentation to torchvision?

Jul 19 '24 07:07 Bhavay-2001

Hi @trawler0 , thank you for feature request. Sure, I think this can be in scope of our augmentation strategies, even if ultimately the implementation will just be a Compose of a few building blocks.

@Bhavay-2001 thanks for offering your help. Let's see if @trawler0 would like to give this a go first, and if not then I'm happy for you to get to it. Thanks!

Jul 25 '24 14:07 NicolasHug

Hi @NicolasHug I am happy to add this feature.

Jul 27 '24 14:07 trawler0