google-deepmind / google-deepmind/representations4d

Linear Probing for Omnivorous DINOv2

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Jupyter Notebook
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Description

Thanks for sharing your repo.

Could you share the code and network weights for evaluating Omnivorous DINOv2? We tried to reproduce the linear probing evaluation on ImageNet using the checkpoint provided by this repo, but couldn't match the improvement reported by the paper.

Contributor guide

Open the contributing guide

Research direction

No files, tests, or entry points are named. Start by locating the Omnivorous DINOv2 linear probing evaluation and the provided checkpoint, then determine what code and network weights are missing; done means sharing those artifacts and enabling reproduction of the reported ImageNet improvement.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
25/100

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