Dual CNN

This repository is an official PyTorch implementation of the paper "Dual Convolutional Neural Networks for Low-Level Vision" .
The code is built on EDSR (PyTorch) and tested on Ubuntu 16.04 environment (Python3.6, PyTorch_0.4.1, CUDA8.0, cuDNN5.1) with NVIDIA 1080Ti GPUs.

Dependencies

• ubuntu16.04
• Python 3.6(Recommend to use Anaconda)
• PyTorch0.4.1
• numpy
• skimage
• imageio
• matplotlib
• tqdm
• cv2

This repository includes Dual CNN in Super-Resolution task and Denoise task.

• If you are interested in Super-Resolution. please read the readme.md in ./Super-Resolution/README.md
• If you are interested in Denoise. please read the readme.md in ./Denoise/README.md