lightly-ai / lightly-ai/lightly
Include SimDINO
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 3.8k
- Forks
- 367
- Avg merge
- 3d 22h
- Merged PRs (30d)
- 5
Description
This paper seems to produce a large improvement on DINO v1 and v2 with a simplified approach. Would you consider supporting it?
https://robinwu218.github.io/SimDINO/
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked SimDINO project and compare its approach with the repository’s existing DINO v1 and v2 support. Define the integration scope and validation criteria before implementation; done means SimDINO support is available and its claimed improvement can be evaluated reproducibly.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100