Vincentqyw/image-matching-webui

Health v2 · maintenance only

Adoption not part of the score

1302 stars · 128 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Gradio-based web UI that matches keypoints between two images using many state-of-the-art image matching algorithms (LoFTR, SuperGlue, LightGlue, SIFT, etc.). Available as a PyPI package, Docker image, and hosted Hugging Face Space.

Use cases

• match keypoints between two images
• compare image matching algorithms visually
• estimate pose from image pairs
• run feature matching without writing code
• find corresponding points in photos from webcam or files
• benchmark LoFTR vs SuperGlue vs LightGlue

When to choose

• you need a ready-made GUI to experiment with many matching algorithms
• you want quick visual results without implementing pipelines
• you need pose estimation or visual localization baselines

When to avoid

• you need a headless production matching service at scale
• you only need a single algorithm as a library dependency
• you need real-time video matching performance

Facets

application · maturity active

image-processing computer-vision machine-learning gui computer-vision image-processing deep-learning python cross-platform image-matching feature-matching keypoints gradio pose-estimation visual-localization deep-learning docker web-server

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markdown · JSON · MCP: product_card(name="Vincentqyw/image-matching-webui")