This repository contains the nerfstudio splatfacto implementation for SIGGRAPH (TOG) 2024 paper: "Bilateral Guided Radiance Field Processing" by Yuehao Wang, Chaoyi Wang, Bingchen Gong, and Tianfan Xue.
Only 2D training stage are implemented in this repo. An about 20% speed reduction is observed in the training stage.
Ensure that nerfstudio has been installed according to the instructions. Clone or fork this repository and run the commands:
conda activate nerfstudio
cd bilags/
pip install -e .
ns-install-cli
The training should be exactly the same as splatfacto. For instance:
ns-train bilags --data [PATH]
Thanks the authors of Bilateral Guided Radiance Field Processing for their amazing work.