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A Change Detection Repo Standing on the Shoulders of Giants

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

[IEEE TGRS 2024] ChangeMamba: Remote Sensing Change Detection Based on Spatio-Temporal State Space Model

official implementation of the spatial-temporal attention neural network (STANet) for remote sensing image change detection

Awesome Remote Sensing Toolkit based on PaddlePaddle.

Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models

1st place solution to the Satellite Remote Sensing Image Change Detection Challenge hosted by SenseTime

The pytorch implementation for "SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images"

pytorch implementation of scene change detection

The official repo for [JSTARS'24] "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

Frouros: an open-source Python library for drift detection in machine learning systems.

Yet another repository for developing and benchmarking deep learning-based change detection methods.

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery (ICCV 2021) https://arxiv.org/abs/2108.07002

A framework for change detection using PyTorch

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

Awesome Remote Sensing Toolkit based on PaddlePaddle.

The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms

The official repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining"