google-deepmind / google-deepmind/representations4d
Linear Probing for Omnivorous DINOv2
Open
- Dominant language
- Jupyter Notebook
- Stars
- 238
- Forks
- 14
- Avg merge
- 5d 18h
- Merged PRs (30d)
- 1
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
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