ML43DG-Two-shot-Spatially-varying-BRDF-and-Shape-Estimation

First and foremost a big thanks to Mark Boss and everyone else involved in this great project! It was a lot of fun to work with this paper and code. Thanks for making it possible!

Original Implementation:

https://github.com/NVlabs/two-shot-brdf-shape

Original Paper:

https://arxiv.org/abs/2004.00403

Original Paper Website:

https://markboss.me/publication/cvpr20-two-shot-brdf/

To run the training:

Download the data from https://drive.google.com/file/d/14mou3Va65deimPYE5GtFdK8OS3I0BSzq/view and place into "scr/data" Folder. The training can be run from any individual Folder in "src/model"

Inference:

Have a look in "src/model/full_model.py"

Other Reference Papers:

https://ieeexplore.ieee.org/document/9577945/media#media

https://ieeexplore.ieee.org/document/8954318

https://ieeexplore.ieee.org/document/8281537

https://ieeexplore.ieee.org/document/9157638

https://www.frontiersin.org/articles/10.3389/frobt.2020.00052/full

https://arxiv.org/abs/2110.08861

https://arxiv.org/abs/2010.03592

https://patents.google.com/patent/US7738725B2/en

https://arxiv.org/pdf/1704.01085.pdf