Popular GitHub Repositories for Sdf

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

Intrinsic3D - High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting (ICCV 2017)

Generative Adversarial Networks and Autoencoders for 3D Shapes

List of recent advances for human avatars, including generation, reconstruction, and editing, etc.

:t-rex: [ECCV‘22] Pytorch implementation of 'Object-Compositional Neural Implicit Surfaces'

An official implementation of FlexiDreamer: Single Image-to-3D Generation with FlexiCubes.

Efficient 3D reconstruction and relighting of complex scenes with global illumination effects using Neural Radiance Transfer Fields

A 2D graphics library that draws directly onto tensors and is cross-framework compatible