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VisionOPD/Vision-OPD

Vision-OPD is a regional-to-global on-policy self-distillation framework that transfers a model's own privileged crop-conditioned perception to its full-image policy, enabling fine-grained visual understanding in a single forward pass without external teachers, labels, or verifiers.

#LLM training
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Python
340
16
1 contributors
Apache License 2.0
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How fast VisionOPD/Vision-OPD is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 22 – Oct 21, 2026

Stars +54 in 61 days

024
4

Forks +5 in 61 days

01
1

Merged PRs 0 in 61 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 22Aug 30Sep 7Sep 15Sep 23Oct 1Oct 9Oct 17
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sat, Aug 22, 2026+1+00
Sun, Aug 23, 2026+0+00
Mon, Aug 24, 2026+1+00
Tue, Aug 25, 2026+3+00
Wed, Aug 26, 2026+1+00
Thu, Aug 27, 2026+0+00
Fri, Aug 28, 2026+2+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+0+10
Mon, Aug 31, 2026+1+00
Tue, Sep 1, 2026+3+00
Wed, Sep 2, 2026+2+00
Thu, Sep 3, 2026+1+00
Fri, Sep 4, 2026+1+00
Sat, Sep 5, 2026+0+10
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+0+10
Tue, Sep 8, 2026+1+00
Wed, Sep 9, 2026+1+00
Thu, Sep 10, 2026+2+00
Fri, Sep 11, 2026+2+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+3+00
Tue, Sep 15, 2026+2+00
Wed, Sep 16, 2026+1+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+1+00
Sun, Sep 20, 2026+3+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+1+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+1+10
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+3+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+1+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+1+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+2+00
Thu, Oct 8, 2026+2+00
Fri, Oct 9, 2026+4+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+1+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+2+00
Fri, Oct 16, 2026+0+10
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+3+00
Wed, Oct 21, 2026+0+00
Total+54+50
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 291 post

    • “What color are the ear protectors in the image?” MLLMs still struggle with fine-grained vision 🔥Xiaohongshu unveils Vision-OPD—transferring local perception to full-image understanding via…

      Read full on X, posted by @Chinazhidx

      @Chinazhidx · x.com

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