Learning deep CNN denoiser prior for image restoration.

Author: Xuanche Wang u7323912

Introduction

1. Test data set is in the 'data' folder and training set is removed.
2. The checkpoints for each model is in the 'model_zoo' folder. Please down the checkpoints from model_zoo.zip and unzip all the 'pth' files in 'model_zoo' folder.
3. The full experiment result is in the 'results' folder with different denoisers and different IR tasks.
4. The kernels used in deblurring and super-resolution task is stored in 'kernels' folder.
5. CNN denoiser and U-net denoiser are in 'models' folder.
6. Training dataset can be downloaded from training dataset