MinZHANG-WHU/Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
This project provides a comprehensive overview of how artificial intelligence can be used to detect changes on the Earth's surface. It helps urban planners, environmental monitors, and disaster assessment teams analyze remote sensing images like satellite photos or radar data to identify significant alterations. It takes in various types of remote sensing data and outlines the best AI methods, code examples, and open datasets to pinpoint these changes effectively.
903 stars. No commits in the last 6 months.
Use this if you are a researcher or practitioner in fields like urban planning or environmental monitoring, looking to understand and implement AI-based methods for detecting changes using remote sensing data.
Not ideal if you need a plug-and-play software tool for immediate change detection without delving into the underlying AI methodologies and research.
Stars
903
Forks
187
Language
—
License
—
Category
Last pushed
Jul 30, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/MinZHANG-WHU/Change-Detection-Review"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
wenhwu/awesome-remote-sensing-change-detection
A comprehensive and up-to-date compilation of datasets, tools, methods, review papers, and...
likyoo/open-cd
A Change Detection Repo Standing on the Shoulders of Giants
ChenHongruixuan/ChangeDetectionRepository
This repository contains some python code of some traditional change detection methods or...
isaaccorley/a-change-detection-reality-check
Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.
blaz-r/BTC-change-detection
[IEEE TGRS 2025] Be the Change You Want to See: Revisiting Remote Sensing Change Detection Practices