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keras-team / keras-cv

Industry-strength Computer Vision workflows with Keras
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Add Depth-Anything #2404

Open innat opened 4 months ago

innat commented 4 months ago

Short Description

Depth Anything, a highly practical solution for robust monocular depth estimation by training on a combination of 1.5M labeled images and 62M+ unlabeled images.

teaser

Papers

https://depth-anything.github.io/

Existing Implementations

https://github.com/LiheYoung/Depth-Anything

Other Information

Prior requirement: dino-v2 | dinov1-keras - dinov2-keras

https://github.com/keras-team/keras-cv/issues/1628 https://github.com/keras-team/keras-cv/pull/1914 - this need to be progressed.

divyashreepathihalli commented 3 months ago

@innat, this is on our radar! Are you interested in adding this to KerasCV?

innat commented 3 months ago

I think, ViT is required at first, so this PR https://github.com/keras-team/keras-cv/pull/1914 needs to be progressed as prior. Depth-anything model uses DINO-v2, which is not available in keras-cv.