neural-radiance-fields

There are 15 repositories under neural-radiance-fields topic.

bmild / nerf
Code release for NeRF (Neural Radiance Fields)
nerf neural-radiance-fields
Language:Jupyter Notebook 9795
google-research / multinerf
A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF
nerf neural-radiance-fields
Language:Python 3610
nerf_pl
kwea123 / nerf_pl
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
3d-reconstruction colab mesh mixed-reality nerf nerf-in-the-wild nerf-w neural-radiance-fields pytorch pytorch-lightning ray-tracing unity3d view-synthesis volume-rendering
Language:Jupyter Notebook 2706
zubair-irshad / Awesome-Implicit-NeRF-Robotics
A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites
3d-computer-vision 6d-pose-estimation computer-vision deep-learning dynamics implicit-neural-representation implicit-representations manipulation navigation nerf neural-radiance-fields planning pose-estimation robotics slam
1227
pointnerf
Xharlie / pointnerf
Point-NeRF: Point-based Neural Radiance Fields
3d 3d-reconstruction cvpr2022 differentiable-rendering graphics implicit-functions multiview-stereo mvs nerf neural-radiance-fields neural-renderer neural-rendering point-based-graphics point-cloud radiance-field reconstruction scannet scene-reconstruction tanks-and-temples volume-rendering
Language:Python 1087
sunset1995 / DirectVoxGO
Direct voxel grid optimization for fast radiance field reconstruction.
directvoxgo dvgo nerf neural-radiance-fields cvpr2022
Language:Python 1040
dunbar12138 / DSNeRF
Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)
dsnerf nerf neural-radiance-fields
Language:Python 750
MaximeVandegar / Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
python research deep-learning machine-learning implementation-of-research-paper educational pytorch papers generative-model inverse-rendering nerf artificial-intelligence gans aes 3d meta-learning neural-radiance-fields reinforcement-learning rl diffusion-models
Language:Python 703
visonpon / New-View-Synthesis
Collecting papers about new view synthesis
3d-reconstruction 6dof-video nerf neural-radiance-fields neural-rendering view-synthesis
690
nerfmm
ActiveVisionLab / nerfmm
(Arxiv 2021) NeRF--: Neural Radiance Fields Without Known Camera Parameters
nerf neural-radiance-fields novel-view-synthesis pose-estimation
Language:Python 554
weiyithu / NerfingMVS
[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo
computer-vision deep-learning 3d-reconstruction 3dvision neural-radiance-fields multi-view-stereo
Language:Python 434
caiyuanhao1998 / SAX-NeRF
"Structure-Aware Sparse-View X-ray 3D Reconstruction" (CVPR 2024)
3d-graphics 3d-reconstruction 3d-vision ct-reconstruction cvpr instant-ngp medical-imaging nerf neural-radiance-fields novel-view-synthesis transformer x-ray-images
Language:Python 419
MobileNeRF-Unity-Viewer
julienkay / MobileNeRF-Unity-Viewer
An unofficial Unity port of the MobileNeRF viewer
mesh nerf neural-radiance-fields unity view-synthesis mobilenerf
Language:C# 393
nope-nerf
ActiveVisionLab / nope-nerf
(CVPR 2023) NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior
nerf neural-radiance-fields novel-view-synthesis pose-estimation
Language:Python 378
astra-vision / SceneRF
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
deep-learning nerf neural-radiance-fields pytorch pytorch-lightning scene-reconstruction single-image-reconstruction depth-estimation self-supervised-learning 3d-reconstruction self-supervised
Language:Python 350
fabiotosi92 / NeRF-Supervised-Deep-Stereo
A novel paradigm for collecting and generating stereo training data using neural rendering
deep-stereo deep-stereo-network nerf stereo-matching cvpr2023 neural-radiance-fields stereo stereo-vision
Language:Python 350
VITA-Group / GNT
[ICLR 2023] "Is Attention All NeRF Needs?" by Mukund Varma T*, Peihao Wang* , Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang
neural-radiance-fields neural-rendering transformer
Language:Python 338
VITA-Group / SinNeRF
[ECCV 2022] "SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang
gan nerf neural-radiance-fields pytorch pytorch-lightning
Language:Python 328
Neuromorphic-Computing-Guide
mikeroyal / Neuromorphic-Computing-Guide
Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.
artificial-neural-networks brain-imaging neocortex neural-engine neural-engineering neural-machine-translation neural-network neural-networks neural-processes neural-radiance-fields neural-rendering neural-simulators neuroimaging neuromorphic neuromorphic-computing neuromorphic-engineering neuromorphic-hardware neuron-models neuronal-network neuroscience
Language:Python 325
VITA-Group / NeuralLift-360
[CVPR 2023, Highlight] "NeuralLift-360: Lifting An In-the-wild 2D Photo to A 3D Object with 360° Views", Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Yi Wang, Zhangyang Wang
image-to-3d nerf neural-radiance-fields pytorch stable-diffusion text-to-3d
Language:Python 313
mli0603 / BlenderNeuralangelo
Blender addon to inspect and preprocess COLMAP data for Neuralangelo (CVPR 2023)
3d-reconstruction blender-addon colmap nerf neural-radiance-fields
Language:Python 307
laanlabs / metal-splats
Toy iOS + Metal AR Gaussian Splat Renderer
3d 3d-reconstruction 3d-scanning gaussian-splatting nerf neural-radiance-fields
Language:Swift 298
ventusff / improved-nerfmm
Unofficial & improved implementation of NeRF--: Neural Radiance Fields Without Known Camera Parameters
nerf neural-radiance-fields structure-from-motion
Language:Python 277
r00tman / NeRF-OSR
NeRF for Outdoor Scene Relighting [ECCV 2022]
computer-vision dataset eccv2022 mesh nerf neural-radiance-fields openvr pytorch relighting volume-rendering vr illumination reflectance neural-rendering
Language:Python 235
Madaoer / S3IM-Neural-Fields
[ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields".
iccv2023 nerf neural-radiance-fields neus s3im
Language:Python 228
zubair-irshad / NeO-360
Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
3d 3d-vision artificial-intelligence autonomous-driving autonomous-vehicles computer-vision convolutional-neural-networks deep-learning differentiable-rendering implicit-neural-representation nerf neural-fields neural-networks neural-radiance-fields neural-rendering novel-view-synthesis reconstruction residual-networks
Language:Python 225
nerf_Unity
kwea123 / nerf_Unity
Unity project for nerf_pl (Neural Radiance Fields)
unity volume-rendering mesh mixed-reality nerf neural-radiance-fields
Language:C# 223
kwea123 / nsff_pl
Neural Scene Flow Fields using pytorch-lightning, with potential improvements
nerf neural-radiance-fields neural-scene-flow-fields nsff pytorch pytorch-lightning view-synthesis
Language:Jupyter Notebook 222
MatrixBrain / awesome-NeRF
A curated list of awesome neural radiance fields (NeRF) papers.
3d-reconstruction awesome-list awesome-nerf depth-estimation nerf neural-implicit-representations neural-radiance-fields neural-rendering novel-view-synthesis pose-estimation
219
Boese0601 / RC-MVSNet
[ECCV 2022] RC-MVSNet: Unsupervised Multi-View Stereo with Neural Rendering
eccv2022 multi-view-stereo neural-rendering depth-estimation unsupervised-learning 3d-computer-vision neural-radiance-fields
Language:Python 206
AnshMittal1811 / MachineLearning-AI
This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).
deep-learning machine-learning computer-vision pytorch graph-neural-networks 3d-computer-vision transformers vision-transformer audio-signal-processing generative-models neural-network deep-neural-networks neural-networks image-classification convolutional-neural-networks gradcam lidar-point-cloud neural-radiance-fields neural-rendering
Language:Jupyter Notebook 199
wayve_scenes
wayveai / wayve_scenes
Codebase for the WayveScenes101 Dataset
autonomous-driving colmap computer-vision deep-learning gaussian-splatting nerfstudio neural-radiance-fields robotics scene-reconstruction sfm
Language:Python 154
robo-alex / awesome-scene-representation
A curated list of awesome scene representation(NeRFs) papers, code, and resources.
nerf nerfs neural-radiance-field neural-radiance-fields neural-scene-representations radiance-field
147
JunchenLiu77 / Rip-NeRF
Rip-NeRF: Anti-aliasing Radiance Fields with Ripmap-Encoded Platonic Solids
anti-aliasing neural-radiance-fields novel-view-synthesis
Language:Python 134
cvg / nerf-on-the-go
[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
dinov2 dynamic-scenes in-the-wild nerf neural-fields neural-implicit-representations neural-radiance-fields uncertainty
Language:Python 125
VITA-Group / Aug-NeRF
[CVPR 2022] "Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations" by Tianlong Chen*, Peihao Wang*, Zhiwen Fan, Zhangyang Wang
adversarial-robustness neural-radiance-fields neural-rendering
Language:Python 124

neural-radiance-fields

bmild / nerf

google-research / multinerf

kwea123 / nerf_pl

zubair-irshad / Awesome-Implicit-NeRF-Robotics

Xharlie / pointnerf

sunset1995 / DirectVoxGO

dunbar12138 / DSNeRF

MaximeVandegar / Papers-in-100-Lines-of-Code

visonpon / New-View-Synthesis

ActiveVisionLab / nerfmm

weiyithu / NerfingMVS

caiyuanhao1998 / SAX-NeRF

julienkay / MobileNeRF-Unity-Viewer

ActiveVisionLab / nope-nerf

astra-vision / SceneRF

fabiotosi92 / NeRF-Supervised-Deep-Stereo

VITA-Group / GNT

VITA-Group / SinNeRF

mikeroyal / Neuromorphic-Computing-Guide

VITA-Group / NeuralLift-360

mli0603 / BlenderNeuralangelo

laanlabs / metal-splats

ventusff / improved-nerfmm

r00tman / NeRF-OSR

Madaoer / S3IM-Neural-Fields

zubair-irshad / NeO-360

kwea123 / nerf_Unity

kwea123 / nsff_pl

MatrixBrain / awesome-NeRF

Boese0601 / RC-MVSNet

AnshMittal1811 / MachineLearning-AI

wayveai / wayve_scenes

robo-alex / awesome-scene-representation

JunchenLiu77 / Rip-NeRF

cvg / nerf-on-the-go

VITA-Group / Aug-NeRF