LAION-AI / LAION-AI/project-menu
laion5B balanced / WordNet labels
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Description
Use clip embeddings/ index to compute pseudo labels for laion5B
Can be used for analysis, for balancing and possibly to train on the pseudo labels
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 by locating the existing CLIP embeddings/index workflow and the laion5B data-processing entry points. Clarify which WordNet label set and balancing or training use case is required, then define completion as reproducible pseudo labels generated for the selected dataset and intended analysis.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- machine-learning
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100