lightly-ai / lightly-ai/lightly
DinoV3 support?
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 3.8k
- Forks
- 367
- Avg merge
- 3d 22h
- Merged PRs (30d)
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Description
Hi there, can I use lightly with DINOv3?
want to train yolo11 backbone with DINOv3 head and SSL
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
The request names DINOv3, YOLO11, and self-supervised learning but does not identify files, tests, or an entry point. First determine whether lightly already supports this combination and define the required integration boundaries; done should mean a clearly documented, working training path for the requested backbone and head.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Quiet
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100