Giter Site home page Giter Site logo

dayu1979 / stylegan2-faceshifter Goto Github PK

View Code? Open in Web Editor NEW
15.0 5.0 4.0 625 KB

faceshifter训练不稳定,通过使用stylegan2,对latents进行attrloss和idloss,会使得稳定性大大增加。而且可以产生更高分辨率和平滑的图像。

stylegan2-faceshifter's Introduction

stylegan2-faceshifter

faceshifter训练不稳定,通过使用stylegan2,对latents进行attrloss和idloss,会使得稳定性大大增加。而且可以产生更高分辨率和平滑的图像。 示意图1 示意图2

stylegan2-faceshifter's People

Contributors

dayu1979 avatar

Stargazers

Baldr_Yao avatar Alcan Ünsal avatar 唐温如 avatar Jack King avatar  avatar fcqfcq avatar John D. Pope avatar Antonio Gonzalez  avatar liqi avatar Rickie Nitzsche avatar  avatar  avatar Hay Kim avatar  avatar neequ avatar

Watchers

John D. Pope avatar  avatar Tzu-Heng Lin avatar Alcan Ünsal avatar Antonio Gonzalez  avatar

stylegan2-faceshifter's Issues

How to combine faceshifter with StyleGAN2?

Hi,
Your output images is really great, and the idea of combining these two GAN framework is impressive.
I am training faceshifer model recently, but the result is not good as shown in paper and your work. Thus, I wonder how to use StyleGAN2's technique in FaceShifter?

很好的想法,不过有一点问题

对于FaceShifter,应该是保留source的id,和target的att,生成同时具有上述特征的新的人脸。观察你的结果,生成人脸的expression基本与source一致,而不是与target一致,猜测可能是idloss中解耦不完全,混入了expression特征。
当然如果故意保留source的expression也是一个很好的方向,类似同时faceswap+face reenactment。
总之,非常棒的结果,期待又更多开源或交流!

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.