Giter Club home page Giter Club logo

materialgan's Introduction

MaterialGAN: Reflectance Capture using a Generative SVBRDF Model

Yu Guo, Cameron Smith, Miloš Hašan, Kalyan Sunkavalli and Shuang Zhao.

In ACM Transactions on Graphics (SIGGRAPH Asia 2020). [Project page]

Overview

We don't provide the codes for GAN training, please refer to StyleGAN2.

Pretrained model

Please download pretrained model and other necessary files here.

Input data

Please download real inputs from our paper here. Or generate your own inputs by using tool/generate_inputs.py

Optimization

To get the SVBRDF maps by optimization, please try script_optim_ours.py

Updates

02/04/2021: This is not the cleanup version. If you have difficulty running the codes or have questions about the codes/data/parameters, please send an email to Yu Guo ([email protected]). Sorry for the inconvenience.

materialgan's People

Contributors

tflsguoyu 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.