Paper Title
《SAM2-CD: Remote Sensing Image Change Detection with SAM2》

Authors
Yuan Qin,Chaoting Wang,Yuanyuan Fan,Chanling Pan

Publication Information

• Conference/Journal:
• Publication Date:
• DOI: 10.xxxx/xxxx
• Paper Links: PDF | arXiv

Project Description
This repository is the official open-source implementation of the paper "SAM2-CD: Remote Sensing Image Change Detection with SAM2", including experimental code, datasets, and reproduction guidelines. 🔬 Research Fields: Remote Sensing, Deep Learning, Change Detection
💡 Key Contributions:

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🛠️ Project Status

Current Status
✅ Code Availability：This repository contains complete implementations for all experiments in the paper. ✅ Datasets：Provides required datasets or generation scripts for experiments. ✅ Reproducibility：Tested to reproduce the main results reported in the paper.

Maintenance Notes
🚧 This project is in Maintenance Mode，focusing on critical fixes only. No new features will be added.
📅 Last Updated: 2025-02-08
📬 For questions, please open an Issue or contact the authors via email.

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📂 Repository Structure

.  
├── configs/             # Configuration files  
├── datasets/            # Dataset loaders  
├── models/              # Core SAM2 algorithm implementation  
├── sam2_configs/        # SAM2 configuration files  
├── outputs/             # Result files  
├── utils/               # Core utility scripts  
├── README.md            # This file  
├── requirements.txt     # Dependencies  

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🚀 Quick Start

Environment Setup

Create a conda environment

conda create -n sam2_cd python=3.10
conda activate sam2_cd

Clone the Repository

git clone https://github.com/KimotaQY/SAM2-CD.git
cd SAM2-CD

Install Dependencies

pip install -r requirements.txt

Run an Example

python train.py

Datasets & Checkpoints

1. LEVIR-CD：(link)
2. WHU-CD：(link)
3. Checkpoints: (link)

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📬 Contact the Authors