← all repositories

autonomousvision/sdfstudio

A unified modular framework for neural implicit surface reconstruction implementing NeRF-based 3D reconstruction methods in PyTorch.

2.1k stars Python Computer VisionML Frameworks
sdfstudio
Velocity · 7d
+1.7
★ / day
Trend
steady
star history

SDFStudio builds on the nerfstudio project to provide unified implementations of major implicit surface reconstruction methods including UniSurf, VolSDF, NeuS, Neuralangelo, and BakedSDF. It supports various neural scene representations like MLPs, tri-plane and multi-resolution feature grids, and multiple sampling strategies for surface extraction from neural radiance fields. The modular architecture enables easy transfer of ideas between different reconstruction methods.

heatdrop uses Google Analytics to see which pages get read — nothing else. Your call. How we handle data.