LAION-AI / LAION-AI/project-menu
Dedup laion5b by image content
Open
Nobody has claimed this yet.
- Dominant language
- No language data
- Stars
- 12
- Forks
- 4
- PR merge metrics
- No merged PRs in 30d
Description
https://docs.google.com/document/d/1AryWpV0dD_r9x82I_quUzBuRyzDotL_HHnKuNB9H3Zc/edit?usp=drivesdk
Also important: evaluate dedup method on 1M samples and check if it works. (We want to remove points too near and not remove other ones)
Contributor guide
No contributing guide indexed for this repository
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 Google document to understand the proposed image-content deduplication method and its evaluation criteria. Run the method on a 1M-sample subset of laion5b, then assess whether it removes points that are too similar without removing distinct ones.
Written by the indexing model from the issue text.
Assessment
- Domain
- computer-vision, data
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100