pytorch / pytorch/vision

Add vision-language models

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Dominant language
Python
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Avg merge
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Merged PRs (30d)
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Description

🚀 The feature

Add support for vision-language models like CLIP or LIT.

Motivation, pitch

Dear torchvision team,
I am sorry if I missed discussions about this or a specific reason why you have chosen not to implement vision language models. The current trend in compute vision is heavily drifting towards vision language models like CLIP.
It might be a consideration to add support for at least some of these models.

Alternatives

No response

Additional context

No response

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

The issue names no files, tests, or entry points. Start by reviewing the repository’s existing model support and the scope of CLIP or LIT integration; the issue does not define which models, interfaces, or acceptance tests would establish completion.

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
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

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