wenhwu/awesome-remote-sensing-change-detection resource

Health v2 · maintenance only

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Adoption not part of the score

2311 stars · 405 forks observed · 2026-08-28

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

A curated awesome-list compiling datasets, tools, methods, review papers, and competitions for remote sensing change detection. It covers deep learning approaches (foundation models, diffusion models, transformers, CNNs) as well as traditional methods.

Use cases

• find datasets for satellite image change detection
• survey deep learning methods for remote sensing change detection
• locate benchmark datasets for building damage assessment
• find papers on semantic change detection
• discover competitions in remote sensing
• find satellite data resources for disaster response

When to choose

• you are starting research on remote sensing change detection and need an overview
• you need to find datasets for optical or SAR change detection tasks
• you want to keep up with recent methods and papers in the field

When to avoid

• you need runnable software or code rather than a curated link list
• your task is unrelated to remote sensing or change detection

Facets

learning-resource · maturity active

documentation machine-learning deep-learning computer-vision image-processing computer-vision deep-learning awesome-lists cross-platform awesome-list remote-sensing change-detection satellite-imagery datasets survey earth-observation

Member repositories

For agents

markdown · JSON · MCP: product_card(name="wenhwu/awesome-remote-sensing-change-detection")