RRepoGEO

REPOGEO REPORT · LITE

wenhwu/awesome-remote-sensing-change-detection

Default branch master · commit d315c2e8 · scanned 6/24/2026, 2:21:55 PM

GitHub: 2,260 stars · 403 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
22 /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
1 / 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 wenhwu/awesome-remote-sensing-change-detection, 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
    Clarify the README's opening to emphasize its 'awesome list' nature

    Why:

    CURRENT
    A comprehensive and up-to-date compilation of datasets, tools, methods (including foundation models, diffusion models, transformers, and CNNs), review papers, and competitions for remote sensing change detection.
    COPY-PASTE FIX
    This **awesome list** is a comprehensive and up-to-date compilation of datasets, tools, methods (including foundation models, diffusion models, transformers, and CNNs), review papers, and competitions for remote sensing change detection.
  • highlicense#2
    Add a LICENSE file (MIT)

    Why:

    CURRENT
    (no LICENSE file detected)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with the full text of the MIT License.
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    CURRENT
    (empty)
    COPY-PASTE FIX
    https://github.com/wenhwu/awesome-remote-sensing-change-detection

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 wenhwu/awesome-remote-sensing-change-detection
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
U-Net
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. U-Net · recommended 1×
  2. U-Net++ · recommended 1×
  3. Attention U-Net · recommended 1×
  4. Fully Convolutional Networks (FCNs) · recommended 1×
  5. FCN-8s · recommended 1×
  • CATEGORY QUERY
    What deep learning methods are effective for detecting changes in remote sensing imagery?
    you: not recommended
    AI recommended (in order):
    1. U-Net
    2. U-Net++
    3. Attention U-Net
    4. Fully Convolutional Networks (FCNs)
    5. FCN-8s
    6. DeepLabv3+
    7. Siamese Networks
    8. Siamese U-Net
    9. Siamese FCN
    10. Generative Adversarial Networks (GANs)
    11. ChangeGAN
    12. CDGAN
    13. Recurrent Neural Networks (RNNs)
    14. LSTMs
    15. ConvLSTM
    16. Vision Transformers (ViT)
    17. Swin Transformers
    18. SegFormer
    19. Mask2Former
    20. Mask R-CNN

    AI recommended 20 alternatives but never named wenhwu/awesome-remote-sensing-change-detection. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Where can I find a comprehensive list of datasets and tools for satellite image change analysis?
    you: not recommended
    AI recommended (in order):
    1. Awesome Satellite Imagery Datasets and Tools
    2. Google Earth Engine
    3. Open Data Cube
    4. ESA's Copernicus Open Access Hub
    5. CREODIAS
    6. Mundi
    7. ONDA
    8. WEkEO
    9. USGS EarthExplorer
    10. GloVis
    11. Planet Explorer
    12. Planet API

    AI recommended 12 alternatives but never named wenhwu/awesome-remote-sensing-change-detection. 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 wenhwu/awesome-remote-sensing-change-detection?
    pass
    AI did not name wenhwu/awesome-remote-sensing-change-detection — 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?

  • If a team adopts wenhwu/awesome-remote-sensing-change-detection in production, what risks or prerequisites should they evaluate first?
    pass
    AI named wenhwu/awesome-remote-sensing-change-detection 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 wenhwu/awesome-remote-sensing-change-detection solve, and who is the primary audience?
    pass
    AI did not name wenhwu/awesome-remote-sensing-change-detection — 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

Drop this badge into the README of wenhwu/awesome-remote-sensing-change-detection. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/wenhwu/awesome-remote-sensing-change-detection.svg)](https://repogeo.com/en/r/wenhwu/awesome-remote-sensing-change-detection)
HTML
<a href="https://repogeo.com/en/r/wenhwu/awesome-remote-sensing-change-detection"><img src="https://repogeo.com/badge/wenhwu/awesome-remote-sensing-change-detection.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

wenhwu/awesome-remote-sensing-change-detection — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite