Skip to content

LiLisaZhi/STADE-CDNet

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

97 Commits
 
 
 
 
 
 
 
 

Repository files navigation

STADE-CDNet: Spatial-temporal attention with difference enhancement-based Network for remote sensing image change detection

Requirements

            Python 3.8.0
            pytorch 1.10.1
            torchvision 0.11.2
            einops  0.3.2

Installation

Clone this repo:

git clone https://github.com/LiLisaZhi/STADE-CDNet.git cd STADE-CDNet

Dataset Preparation

"""
Change detection data set with pixel-level binary labels;
                ├─A
                ├─B
                ├─label
                └─list
"""

A:image of pro-image; B:image of post-image; label:label maps; list:contains train.txt, val.txt and test.txt, each file records the image names (XXX.png) in the change detection dataset.

Links to download processed datsets

References

Appreciate the work from the following repositories:

https://github.com/justchenhao/BIT_CD 

https://github.com/wgcban/ChangeFormer

(The code implementation of our STADE-CDNet method references these code repoistories)

Contact

[email protected]

About

Demo

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published