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UDASR: Unsupervised Degradation Aware and Representation for Real-World Remote Sensing Image Super-Resolution

Installation

sudo apt-get update
sudo apt install tmux
sudo apt install libgl1-mesa-glx
pip3 install basicsr --index-url http://pypi.douban.com/simple --trusted-host pypi.douban.com
pip3 install pandas --index-url http://pypi.douban.com/simple --trusted-host pypi.douban.com
sudo python3 setup.py develop
#sudo pip uninstall bytedmetrics
pip3 install einops --index-url http://pypi.douban.com/simple --trusted-host pypi.douban.com
pip3 install lpips --index-url http://pypi.douban.com/simple --trusted-host pypi.douban.com

pip3 install torchsummary --index-url http://pypi.douban.com/simple --trusted-host pypi.douban.com

Start up

To get a quick start:

Train

python train.py --opt options/RS/UDASR-train-Deg.yml

Test

cd codes/config/UDASR/
python3 test.py --opt options/RS/UDASR-test-x4.yml
#You should change the corresponding model weights and dataset paths to your corresponding paths.

Results

Quantitative comparisons on the AID dataset with upscale ×4.

Quantitative comparisons on the WHU-RS19 dataset with upscale ×4.

Some visual comparisons.

Quality Result-1:

Quality Result-2:

Quality Result-3:

Contact

Should you have any question, please contact 55dupup@gmail.com

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