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Add DINOv2

Open awsaf49 opened this issue 1 year ago • 4 comments

Short Description DINOv2 is a self-supervised foundation model by Meta which is used as backbone in other models like Depth Anything (https://github.com/keras-team/keras-cv/issues/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)

awsaf49 avatar May 22 '24 13:05 awsaf49

Thanks @awsaf49! are you interested in contributing?

divyashreepathihalli avatar May 30 '24 00:05 divyashreepathihalli

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.

awsaf49 avatar Jun 06 '24 03:06 awsaf49

hello @divyashreepathihalli , I'm ready to contribute.

rishijain07 avatar Jul 02 '24 10:07 rishijain07

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

sachinprasadhs avatar Jul 12 '24 17:07 sachinprasadhs

This issue is stale because it has been open for 180 days with no activity. It will be closed if no further activity occurs. Thank you.

github-actions[bot] avatar Jan 09 '25 02:01 github-actions[bot]

Thanks for reporting the issue! We have consolidated the development of KerasCV into the new KerasHub package, which supports image, text, and multi-modal models. Please read the announcement. KerasHub will support all the core functionality of KerasCV.

KerasHub can be installed with !pip install -U keras-hub. Documentation and guides are available at keras.io/keras_hub.

With our focus shifted to KerasHub, we are not planning any further development or releases in KerasCV. If you encounter a KerasCV feature that is missing from KerasHub, or would like to propose an addition to the library, please file an issue with KerasHub.

sachinprasadhs avatar Jan 15 '25 22:01 sachinprasadhs

This issue is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.

github-actions[bot] avatar Jan 30 '25 01:01 github-actions[bot]

This issue was closed because it has been inactive for 28 days. Please reopen if you'd like to work on this further.

github-actions[bot] avatar Feb 13 '25 02:02 github-actions[bot]