Description

A Tensorflow implementation of DnCNN, 'Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising' TIP2017, paper. Original code is here but this code covers only a Gaussian denoiser. So I fixed it for JPEG deblocking(only for quality factor : 10).

Model architecture

Usage

Train

$ python generate_patches.py
$ python main.py

Test

$ python main.py --phase test

Result

input : output :

Reference

https://github.com/crisb-DUT/DnCNN-tensorflow