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 (tflsguoyu@gmail.com). Sorry for the inconvenience.