Nerf Open Source Projects

Instant neural graphics primitives: lightning fast NeRF and more

A collaboration friendly studio for NeRFs

Code release for NeRF (Neural Radiance Fields)

Text-to-3D & Image-to-3D & Mesh Exportation with NeRF + Diffusion.

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

Real time streaming digital human based on nerf

A curated list of awesome neural radiance fields papers

Lightning fast C++/CUDA neural network framework

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

[CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering

3D Gaussian Splatting, reimagined: Unleashing unmatched speed with C++ and CUDA from the ground up!

Implementation of papers in 100 lines of code.

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

GeneFace: Generalized and High-Fidelity 3D Talking Face Synthesis; ICLR 2023; Official code

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

A Unified Framework for Surface Reconstruction

A comprehensive list of Implicit Representations and NeRF papers relating to SLAM/Robotics domain, including papers, video, codes, and related websites

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

[ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

[NeurIPS 2023] Official code of "One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization"

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

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

🎓Automatically Update CV Papers Daily using Github Actions

A General NeRF Acceleration Toolbox in PyTorch.

[CVPR'24 Best Student Paper] Mip-Splatting: Alias-free 3D Gaussian Splatting

State-of-the-art, simple, fast unbounded / large-scale NeRFs.

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/abs/2210.01276

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

Point-NeRF: Point-based Neural Radiance Fields

[SIGGRAPH 2022 Journal Track] AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars

Direct voxel grid optimization for fast radiance field reconstruction.

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

Segment Anything in 3D with NeRFs (NeurIPS 2023 & IJCV 2025)

Easy NeRF synthetic dataset creation within Blender

[ICCV2023] Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement

Code for "HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields".

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

Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions (ICCV 2023)

Implementations of NeRF variants based on Taichi + PyTorch

[CVPR 2024] GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

Collecting papers about new view synthesis

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

PyTorch Implementation of EmerNeRF: Emergent Spatial-Temporal Scene Decomposition via Self-Supervision

All NeRF-related papers @ CVPR/ICCV/ECCV/NIPS/ICML/ICLR

3D-aware GANs based on NeRF (arXiv).

A growing curation of Text-to-3D, Diffusion-to-3D works.

[ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters

INSTA - Instant Volumetric Head Avatars [CVPR2023]

[CVPR 2023 Highlight] Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars

🧙🏻‍♂️A list of papers curated for you to dive into the Awesome Radiance Field-based 3D Editing.

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

CVPR2023 | MVImgNet: A Large-scale Dataset of Multi-view Images

Official repository of FaceLit: Neural 3D Relightable Faces (CVPR 2023)

[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis