RRepoGEO

REPOGEO REPORT · LITE

bismex/Awesome-person-re-identification

Default branch master · commit 7185322f · scanned 5/27/2026, 4:48:04 AM

GitHub: 1,346 stars · 202 forks

AI VISIBILITY SCORE
28 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface bismex/Awesome-person-re-identification, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening to explicitly state it is an awesome list

    Why:

    CURRENT
    # Awesome Person Re-identification (Person ReID) [](https://github.com/sindresorhus/awesome)

This is a repository for organizing articles related to person re-identification.
    COPY-PASTE FIX
    # Awesome Person Re-identification (Person ReID)

This is the definitive, actively maintained awesome list for person re-identification, curating research papers, datasets, and code.
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0, GPL-3.0) that best suits the project's intent for sharing a curated list.
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    Set the repository homepage URL to `https://github.com/bismex/Awesome-person-re-identification` in the repository settings.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface bismex/Awesome-person-re-identification
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Awesome Person Re-identification
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Awesome Person Re-identification · recommended 1×
  2. Google Scholar · recommended 1×
  3. arXiv.org · recommended 1×
  4. Microsoft Academic · recommended 1×
  5. IEEE Xplore · recommended 1×
  • CATEGORY QUERY
    Where can I find a comprehensive list of research papers on person re-identification?
    you: not recommended
    AI recommended (in order):
    1. Awesome Person Re-identification
    2. Google Scholar
    3. arXiv.org
    4. Microsoft Academic
    5. IEEE Xplore
    6. ACM Digital Library
    7. ResearchGate
    8. Academia.edu
    9. CVPR
    10. ICCV
    11. ECCV

    AI recommended 11 alternatives but never named bismex/Awesome-person-re-identification. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking advanced techniques and resources for identifying individuals across different camera views or modalities.
    you: not recommended
    AI recommended (in order):
    1. DeepFace
    2. OpenCV (opencv/opencv)
    3. dlib (davisking/dlib)
    4. PyTorch (pytorch/pytorch)
    5. TensorFlow (tensorflow/tensorflow)
    6. OSNet
    7. MGN
    8. TransReID
    9. NVIDIA DeepStream SDK
    10. MMDetection (open-mmlab/mmdetection)
    11. MMTracking (open-mmlab/mmtracking)
    12. Faiss (facebookresearch/faiss)

    AI recommended 12 alternatives but never named bismex/Awesome-person-re-identification. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of bismex/Awesome-person-re-identification?
    pass
    AI named bismex/Awesome-person-re-identification explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts bismex/Awesome-person-re-identification in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bismex/Awesome-person-re-identification explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo bismex/Awesome-person-re-identification solve, and who is the primary audience?
    pass
    AI did not name bismex/Awesome-person-re-identification — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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