lightly-ai / lightly-ai/lightly

Include SimDINO

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#1,822 4 comments 0 reactions 0 assignees View on GitHub

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

This paper seems to produce a large improvement on DINO v1 and v2 with a simplified approach. Would you consider supporting it?

https://robinwu218.github.io/SimDINO/

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

Start with the linked SimDINO project and compare its approach with the repository’s existing DINO v1 and v2 support. Define the integration scope and validation criteria before implementation; done means SimDINO support is available and its claimed improvement can be evaluated reproducibly.

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

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