Giter Site home page Giter Site logo

video-repair-for-jpeg-compression's Introduction

Video Repair for 马栏山杯 contest

The code in this repo is used to take part in the video repair contest, whose task is to remove artifacts in video caused by JPEG compression. You can click this link to see more details.

Installation

The code is tested under Python 3.5.2, Tensorflow 1.8.0, CUDA 10 and cuDNN 7.1.4.

Run make to compile deform_conv ops.

Model

The majority of code is modified from EDVR. What I do is to find a more appropriate reconstruction model for video repair. The model is shown as follows.

model

Train

Firstly, you can have a look at scripts under tools folder to prepare data used to train.

Secondly, configure params.py to make sure the code will work as you desire.

Finally, run python train.py to train your own model.

Acknowledgement

deform_conv ops is copied from TF-deformable-conv.

video-repair-for-jpeg-compression's People

Stargazers

avatar meisa233 avatar Antoine Turmel avatar avatar

Watchers

avatar

Forkers

jikai90

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.