A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and competitions for remote sensing change detection.
This page lists names, links and short descriptions. The original list on GitHub is the source and belongs to its authors.
The Maxar Open Data Program provides pre- and post-event satellite imagery (from WorldView-3 and other sensors) for select sudden-onset major crises, along with crowdsourced damage assessments.
提供高分辨率卫星影像和专题数据，支持自然灾害监测、农业估产、生态环境保护、水利管理及应急响应等多领域应用。部分数据集仅限教育认证用户。
Planet makes available select imagery for major disaster events, including major earthquakes, floods, storms, wildfires, and human-made disasters. To download the data, users must complete a form for access qualification.
Disaster mapping results and analyses are available for various global hazards, but the underlying satellite imagery is not directly provided.
Annual global tree cover loss and gain maps at 30m resolution (2000–present), widely used as ground-truth labels and evaluation data for forest change detection research. Produced by the GLAD lab at the University of Maryland. Full-resolution GeoTIFFs are also available via…
This repository is for summarizing the latest optical remote sensing datasets and methods, which are listed in review article: Deep learning change detection techniques for optical remote sensing imagery: Status, perspectives and challenges, published in JAG2025.
A review of change detection methods, including codes and open datasets for deep learning. From paper: Change Detection Based on Artificial Intelligence: State-of-the-Art and Challenges, published in RS2020.
This repository curates a comprehensive list of resources for scene change detection, including papers, videos, code, and relevant websites. While many change detection studies focus on remote sensing, this collection is specifically dedicated to works tested on street-view scenes and primarily…
hesreallyhim/awesome-claude-code
A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team…
VoltAgent/awesome-agent-skills
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
josephmisiti/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
EthicalML/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
academic/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analysis-tools-dev/static-analysis
⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve…