lightly-ai / lightly-ai/lightly
Make Lightly compatible with VISSL model zoo
Open
Nobody has claimed this yet.
enhancement
feature request
- Dominant language
- Python
- Stars
- 3.8k
- Forks
- 367
- Avg merge
- 3d 22h
- Merged PRs (30d)
- 5
Description
It would be great if one could use VISSL pretrained models and work with them in Lightly. Since both frameworks use PyTorch that should not be too complicated.
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
No files, tests, or entry points are named. First determine how Lightly loads models and how VISSL exposes pretrained models, then define the compatibility criteria and tests needed to use a VISSL pretrained model in Lightly.
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