Skip to content

totans/AR-CNN

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 

Repository files navigation

首届 "马栏山"杯国际音视频算法大赛 画质赛道参赛帮助

赛题说明

视频/图像损伤修复是一个比较综合的范畴,包括去伪影/去块/去噪(artifacts reduction, deblocking, denoising)。为帮助选手对赛题快速理解,这里借用了Artifacts Reduction Convolutional Neural Network供选手参考。

Artifacts Reduction Convolutional Neural Network

This is a Tensorflow implementation of Artifacts Reduction Convolutional Neural Network.

Data Processing

  • Download BSDS500 dataset, rename the dataset folder as BSDS500 and put it in ./data directory

  • Download LIVE1 dataset, rename the dataset folder as databaserelease2 and put it in ./data directory

  • change matlab working directory to the/repository/path/data/code/source

  • run extract_data on matlab console

Training

  • cd src

  • python train.py

Testing

  • cd src

  • python test.py

About

Tensorflow implement of Artifacts Reduction Convolutional Neural Network

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 80.1%
  • MATLAB 19.9%