Git Product home page Git Product logo

mgcnet's Introduction

Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency(ECCV 2020, unfinish)

This is an official python implementation of MGCNet.

Result

  1. video

  1. image image

  2. full video Full video can be seen in [YouTube] https://www.youtube.com/watch?v=DXzkO3OwlYQ

Running code

1.Model

  1. 3dmm + network weight https://drive.google.com/file/d/1RkTgcSGNs2VglHriDnyr6ZS5pbnZrUnV/view?usp=sharing Extrack this file to /MGCNet/model
  2. pretain https://drive.google.com/file/d/1jVlf05_Bm_nbIQXZRfmz-dA03xGCawBw/view?usp=sharing Extrack this file to /MGCNet/pretain

2.Data

  1. data https://drive.google.com/file/d/1Du3iRO0GNncZsbK4K5sboSeCUv0-SnRV/view?usp=sharing Extrack this file to /MGCNet/data
  2. data: landmark ground truth
  3. data: skin prob

3.Requirement

  1. as the requirement.txt

4.Time

The run time is ~0.02s with GPU(GeForce GTX 2070) and ~0.8s with CPU.

5.Testing

6.Training

  1. cmd

Useful tools

  1. comparison rendering

Citation

If you use this code, please consider citing:

eccv

Contacts

Please contact [email protected] or open an issue for any questions or suggestions.

Acknowledgements

mgcnet's People

Contributors

jiaxiangshang avatar

Watchers

avatar

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.