/pixel-nerf

PixelNeRF Official Repository (WIP)

Primary LanguagePython

pixelNeRF: Neural Radiance Fields from One or Few Images

Alex Yu, Vickie Ye, Matthew Tancik, Angjoo Kanazawa
UC Berkeley

Note: We are in the process of cleaning up code and porting experiments to this repository. Currently, an implementation of the core model is provided. Some untested changes were made after refactoring. Complete training code and more documentation are coming soon, please stay tuned.

Teaser

arXiv: http://arxiv.org/abs/2012.02190

This is the official code repository of our paper, pixelNeRF.

BibTeX

TBA

Acknowledgements

Parts of the code were based on from kwea123's NeRF implementation: https://github.com/kwea123/nerf_pl. Some functions are borrowed from DVR https://github.com/autonomousvision/differentiable_volumetric_rendering and PIFu https://github.com/shunsukesaito/PIFu