nerf

There are 564 repositories under nerf topic.

  • HashNeRF-pytorch

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

    Language:Python1k

  • SegmentAnythingin3D

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

    Language:Python968

  • nerf2mesh

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

    Language:Python946

  • BlenderNeRF

    Easy NeRF synthetic dataset creation within Blender

    Language:Python941

  • hypernerf

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

    Language:Python932

  • neurecon

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

    Language:Python860

  • instruct-nerf2nerf

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

    Language:Python838

  • taichi-nerfs

    Implementations of NeRF variants based on Taichi + PyTorch

    Language:Python809
  • humannerf

    humannerf

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

    Language:Python808

  • GaussianDreamer

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

    Language:Python787

  • DSNeRF

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

    Language:Python772
  • Awesome-Robotics-3D

    Awesome-Robotics-3D

    A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites

    758

  • taichi_3d_gaussian_splatting

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

    Language:Jupyter Notebook724

  • New-View-Synthesis

    Collecting papers about new view synthesis

    710

  • mvsnerf

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

    Language:Python693

  • 3DGS.cpp

    A cross-platform, high performance renderer for Gaussian Splatting using Vulkan Compute. Supports Windows, Linux, macOS, iOS, and visionOS

    Language:C++653

  • awesome-NeRF-papers

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

    632

  • EmerNeRF

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

    Language:Python618

  • SAX-NeRF

    "Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024) - A Toolbox for CT reconstruction and X-ray Novel View Synthesis

    Language:Python617

  • CIPS-3D

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

    Language:Python610

  • BungeeNeRF

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

    Language:Python584
  • nerfmm

    nerfmm

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

    Language:Python570

  • Awesome-Text-to-3D

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

    Language:TeX558
  • INSTA

    INSTA

    INSTA - Instant Volumetric Head Avatars [CVPR2023]

    Language:C++497

  • Next3D

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

    Language:Python495

  • IDE-3D

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

    Language:Jupyter Notebook485

  • ml-facelit

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

    Language:Python483

  • humanrf

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

    Language:Python481

  • awesome-nerf-editing

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

    479

  • SCNeRF

    [ICCV21] Self-Calibrating Neural Radiance Fields

    Language:Python471
  • dreamfields-3D

    dreamfields-3D

    A colab friendly toolkit to generate 3D mesh model / video / nerf instance / multiview images of colourful 3D objects by text and image prompts input, based on dreamfields.

    Language:Python460

  • Tri-MipRF

    [ICCV'23 Oral, Best Paper Finalist]Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields

    Language:Python456

  • MVImgNet

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

    455

  • Instant-angelo

    Instant-angelo: Build high-fidelity Digital Twin within 20 Minutes!

    Language:Python452
  • permuto_sdf

    permuto_sdf

    Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"

    Language:Python452

  • READ

    AAAI2023，implementation of "READ: Large-Scale Neural Scene Rendering for Autonomous Driving", the experimental results are significantly better than Nerf-based methods

    Language:Python451