DINO v2 backbone

[anshkumar]

Would like to add DINOv2 backbone.

paper: https://arxiv.org/abs/2304.07193
github: https://github.com/facebookresearch/dinov2

[leondgarse]

Ok, added in the TODO list.

[leondgarse]

DINOv2 models are added in keras_cv_attention_models/beit.

[anshkumar]

That's great. You should also add link to https://paperswithcode.com/paper/dinov2-learning-robust-visual-features.
Also, for other implementations too.

[leondgarse]

I'm hesitate adding the link, same situation like EVA models. As this is only model architecture and weights, and the architecture is just a ViT, but it's the training methods being the key point of those papers...

[anshkumar]

You are right, but model architecture and weights are only needed in the majority. Most of the links are like this only. Adding the link will add more attraction of researchers to this repo. You should definitely add the link.