Neural Radiance Fields ML Frameworks

There are 44 neural radiance fields frameworks tracked. 2 score above 50 (established tier). The highest-rated is NVlabs/instant-ngp at 57/100 with 17,310 stars.

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#	Framework	Score	Tier	Stars	Language
1	NVlabs/instant-ngp Instant neural graphics primitives: lightning fast NeRF and more	57	Established	17,310	Cuda
2	nerfstudio-project/nerfstudio A collaboration friendly studio for NeRFs	50	Established	11,305	Python
3	google/nerfies This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.	48	Emerging	1,939	Python
4	SuLvXiangXin/zipnerf-pytorch Unofficial implementation of ZipNeRF	46	Emerging	852	Python
5	yashbhalgat/HashNeRF-pytorch Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural...	45	Emerging	1,031	Python
6	google/hypernerf Code for "HyperNeRF: A Higher-Dimensional Representation for Topologically...	45	Emerging	958	Python
7	sjtuytc/UnboundedNeRFPytorch State-of-the-art, simple, fast unbounded / large-scale NeRFs.	44	Emerging	1,325	Python
8	snap-research/R2L [ECCV 2022] R2L: Distilling Neural Radiance Field to Neural Light Field for...	42	Emerging	191	Python
9	kacperkan/conerf 😮The official implementation of "CoNeRF: Controllable Neural Radiance Fields" 😮	41	Emerging	82	Python
10	taichi-dev/taichi-nerfs Implementations of NeRF variants based on Taichi + PyTorch	41	Emerging	823	Python
11	Neural-Litho/Neural-Lithography Official implementation of Neural Lithography (SIGGRAPH Asia 2023)	41	Emerging	49	Python
12	vLAR-group/DM-NeRF 🔥DM-NeRF in PyTorch (ICLR 2023)	40	Emerging	254	Python
13	hustvl/TiNeuVox TiNeuVox: Fast Dynamic Radiance Fields with Time-Aware Neural Voxels...	40	Emerging	352	Python
14	marian42/shapegan Generative Adversarial Networks and Autoencoders for 3D Shapes	39	Emerging	327	Python
15	Linyou/taichi-ngp-renderer An Instants-NGP renderer that has been implemented using Taichi	37	Emerging	374	Python
16	zubair-irshad/Awesome-Implicit-NeRF-Robotics A comprehensive list of Implicit Representations and NeRF papers relating to...	37	Emerging	1,554	—
17	InterDigitalInc/PccAI PccAI is a framework for AI-based point cloud compression	37	Emerging	35	Python
18	DSaurus/Tensor4D This is the official implementation of Tensor4D: Efficient Neural 4D...	35	Emerging	228	Python
19	perceivelab/surfacenet The official PyTorch implementation for paper "SurfaceNet: Adversarial...	35	Emerging	45	Python
20	TencentARC/ArcNerf Nerf and extensions in all	34	Emerging	107	Jupyter Notebook
21	jc211/ParticleNeRF A particle-based encoding for Neural Radiance Fields	33	Emerging	98	Cuda
22	KingJamesSong/DifferentiableSVD A collection of differentiable SVD methods and ICCV21 "Why Approximate...	33	Emerging	80	Python
23	salykova/inerf 6DoF Pose Estimation using Neural Radiance Fields	33	Emerging	141	Python
24	Lewis-Stuart-11/3D-Plant-View-Synthesis Main repo for the running/training on the dataset presented in...	32	Emerging	16	Python
25	JADGardner/RENI Code for the paper "Rotation-Equivariant Conditional Spherical Neural Fields...	31	Emerging	45	Jupyter Notebook
26	xth430/deforming-nerf Code for "Deforming Radiance Fields with Cages", ECCV 2022.	31	Emerging	150	Python
27	seddi-research/NEnv Official repository of "NEnv: Neural Environment Maps for Global Illumination"	29	Experimental	22	Python
28	ajhamdi/sparf_pytorch official repo for the paper "SPARF: Large-Scale Learning of 3D Sparse...	25	Experimental	67	Python
29	zubair-irshad/articulated-object-nerf Experimental repo for modelling Articulated Object Neural Radiance Field	25	Experimental	51	Python
30	vfxpipeline/renderbox Artificial Intelligence Render Assistant for Maya, Nuke and Houdini	24	Experimental	8	Python
31	wexionar/fast-simplex Fast 2D interpolation engine: 20-40x faster than Delaunay, 99.5% success...	24	Experimental	2	Python
32	3a1b2c3/seeingSpace A lightfield botanist's guide to neural rendering	23	Experimental	57	Jupyter Notebook
33	multimedialabsfu/learned-point-cloud-compression-for-classification [MMSP 2023, PCS 2024]	23	Experimental	20	Python
34	halim-math/Delaunay-Mesh-Generation Delaunay Mesh Triangulation is a computational geometry technique that...	22	Experimental	—	—
35	Hanlin-Zhou/PyTorch-InstantNGP PyTorch Implementation of Instant-NGP	19	Experimental	10	Python
36	YoujiaZhang/NeMF [ICCV 2023] NeMF: Inverse Volume Rendering with Neural Microflake Field	18	Experimental	67	Jupyter Notebook
37	RAHUL-KAD/2d_to_3d_image_generation Using NeRF we can convert 2d images into 3d.	17	Experimental	13	Jupyter Notebook
38	gtsopus/NMT This repository contains a rough GLSL implementation of "Neural Moment...	15	Experimental	2	GLSL
39	Traverse-Research/NeuBTF Neural Bidirectional Texture Function Compression and Rendering	14	Experimental	9	Jupyter Notebook
40	csiro-robotics/Reg-NF [ICRA 2024] Official repository of Reg-NF: Efficient Registration of...	13	Experimental	8	Python
41	kevinleung23/intelligentNerfTurret :dart: Nerf gun turret powered by IoT, machine learning, image recognition,...	12	Experimental	4	JavaScript
42	alejandrohh108/nerf-azurekinect-integration Extension and optimization of NeRF/DS-NeRF architectures by integrating...	11	Experimental	—	Python
43	MohamedAlksas/3d_reconstruction Instant neural graphics primitives: lightning fast NeRF and more	11	Experimental	—	Jupyter Notebook
44	fallinbryan/NGPToJson Utility for converting Nvidia Instant-NGP snapshots to JSON format.	10	Experimental	1	C++

Comparisons in this category

nerfstudio and nerfies (50 vs 48) nerfstudio and hypernerf (50 vs 45) nerfies and hypernerf (48 vs 45)