STADE-CDNet: Spatial-temporal attention with difference enhancement-based Network for remote sensing image change detection
Python 3.8.0
pytorch 1.10.1
torchvision 0.11.2
einops 0.3.2
Clone this repo:
git clone https://github.com/LiLisaZhi/STADE-CDNet.git cd STADE-CDNet"""
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.
- LEVIR-CD:
click here to download - DSIFN-CD:
click here to download
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)