Add DINOv2

[awsaf49]

Short Description
DINOv2 is a self-supervised foundation model by Meta which is used as backbone in other models like Depth Anything (#2404), MoF (paper), etc. I think it would be nice to have this model in KerasCV.

Papers

• Paper Link: https://arxiv.org/abs/2304.07193
• Citations: 710

Existing Implementations

• Keras 2: link
• PyTorch (Official): link

Other Information
DINOv2 will complete one of the requirements for Depth Anything model in KerasCV (#2404)

[divyashreepathihalli]

Thanks @awsaf49! are you interested in contributing?

[awsaf49]

Sorry @divyashreepathihalli for the delayed response. Actually, due to heavy workload I am unable to take this one. It would be nice if you could assign it to someone else.

[rishijain07]

hello @divyashreepathihalli , I'm ready to contribute.

[sachinprasadhs]

@rishijain07 , Thanks for volunteering, feel free to create a PR with your changes.