CrossHomo

1.Requirements

• Python >= 3.7
• Pytorch >= 0.4.1
• opencv-python
• korina
• matplotlib

2.Dataset

After downloading DPDN and RGB-NIR Scene Dataset, please run ···generate_dataset_DPDN.py``` to generate .npy files for training and testing.

3.Training

Train for 8x resolution gap

Run the following command.

python train_SR_Homo_level3.py --name Level3 --dataset DPDN --batch_size 8 --downsample 8 --Level 3 --load_latest 0

Train for 4x resolution gap

Run the following command.

python train_SR_Homo_level2.py --name Level2 --dataset DPDN --batch_size 8 --downsample 4 --Level 2 --load_latest 0

4.Checkpoints

链接：https://pan.baidu.com/s/1_z6YI_BkEfyd7jXqj9QWmA?pwd=BuAa 提取码：BuAa