AKMD-Net

Codes for paper, "Jointly RS Image Deblurring and Super-Resolution with Adjustable-Kernel and Multi-Domain Attention".

Getting Started

Requirements:

• PyTorch >= 1.7
• Python >= 3.7
• NVIDIA GPU + CUDA
• Linux

Prepare for Dataset

cd models/data/
jupyter notebook --dataset_processing.ipynb
lynx test_three_dataset.html

Networks

python models/networks/AKMD_arch4x.py

To Train

cd models
python models/train.py -opt configs/train_AKMFNet_RSSCN7x2.yml

To Test

cd models
python models/test.py -opt configs/test_AKMFNet_RSSCN7x2.yml