Remote Sensing Change Detection ML Frameworks

Tools and frameworks for detecting changes in satellite/aerial imagery across time using deep learning and traditional methods. Includes multi-temporal analysis, building damage assessment, and semantic change detection in remote sensing. Does NOT include general video scene detection, change captioning, or non-geospatial temporal analysis.

There are 15 remote sensing change detection frameworks tracked. 3 score above 50 (established tier). The highest-rated is wenhwu/awesome-remote-sensing-change-detection at 55/100 with 2,143 stars. 1 of the top 10 are actively maintained.

Get all 15 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=remote-sensing-change-detection&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	wenhwu/awesome-remote-sensing-change-detection A comprehensive and up-to-date compilation of datasets, tools, methods,...	55	Established	2,143	—
2	likyoo/open-cd A Change Detection Repo Standing on the Shoulders of Giants	52	Established	825	Python
3	ChenHongruixuan/ChangeDetectionRepository This repository contains some python code of some traditional change...	50	Established	521	Python
4	MinZHANG-WHU/Change-Detection-Review A review of change detection methods, including codes and open data sets for...	43	Emerging	903	—
5	isaaccorley/a-change-detection-reality-check Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.	38	Emerging	58	Python
6	blaz-r/BTC-change-detection [IEEE TGRS 2025] Be the Change You Want to See: Revisiting Remote Sensing...	36	Emerging	34	Python
7	likyoo/BAN The pytorch implementation for "A New Learning Paradigm for Foundation...	35	Emerging	100	Python
8	chickenbestlover/awesome-scene-change-detections A curated list of datasets, codes, and papers related to scene change detection.	34	Emerging	53	—
9	makepath/austin-ml-change-detection-demo A change detection demo for the Austin area using a pre-trained PyTorch...	33	Emerging	23	Jupyter Notebook
10	wifiBlack/CFNet Exploring Content-Aware Strategies in Change Detection for Robust...	29	Experimental	16	Python
11	aakcay5656/scene-change-detection Deep learning-based scene change detection system using Siamese U-Net...	19	Experimental	2	Jupyter Notebook
12	mrazhou/SEN Single-stream Extractor Network with Contrastive Pre-training for Remote...	19	Experimental	14	Python
13	StephenApX/MTL-TripleS [ISPRS P&RS 2025] TripleS: Mitigating multi-task learning conflicts for...	15	Experimental	12	Python
14	WenyuLiu6/LCD-Net LCD-Net: A Lightweight Remote Sensing Change Detection Network Combining...	12	Experimental	6	Python
15	davide710/change_detection Change point detection with computer vision	11	Experimental	2	Jupyter Notebook

Comparisons in this category

awesome-remote-sensing-change-detection and Change-Detection-Review (55 vs 43) awesome-remote-sensing-change-detection and awesome-scene-change-detections (55 vs 34)