multinerf vs DirectVoxGO

multinerf

A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF (by google-research)

nerf neural-radiance-fields

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DirectVoxGO

Direct voxel grid optimization for fast radiance field reconstruction. (by sunset1995)

directvoxgo dvgo nerf neural-radiance-fields cvpr2022

Source Code

sunset1995.github.io

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multinerf		DirectVoxGO
	Project
3	Mentions	1
3,514	Stars	1,024
1.2%	Growth	-
3.6	Activity	0.0
5 months ago	Latest Commit	12 months ago
Python	Language	Python
Apache License 2.0	License	GNU General Public License v3.0 or later

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

multinerf

Posts with mentions or reviews of multinerf. We have used some of these posts to build our list of alternatives and similar projects.

Does anyone know how to NeRF or Zip-NeRF videos?
1 project | /r/ArtificialInteligence | 21 Apr 2023
A NeRF update to my post from 4 days ago.
1 project | /r/photogrammetry | 24 Feb 2023

Luma AI is a free-to-use web app or iOS app, and you can find all Google's NeRF projects in MultiNeRF.
Google AI Open-Sources ‘MultiNeRF’: Image Noise Reduction Artificial Intelligence Project Presented at Computer Vision and Graphics Recognition (CVPR) Conference 2022
1 project | /r/machinelearningnews | 28 Aug 2022

Continue reading | Paper ‘Mip-NeRF 360‘ | Paper ‘Ref-NeRF‘ | Paper ‘NeRF in the Dark’ | Github Code

DirectVoxGO

Posts with mentions or reviews of DirectVoxGO. We have used some of these posts to build our list of alternatives and similar projects.

[R] Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction
1 project | /r/MachineLearning | 27 Nov 2021

github: https://github.com/sunset1995/directvoxgo

What are some alternatives?

When comparing multinerf and DirectVoxGO you can also consider the following projects:

nerfstudio - A collaboration friendly studio for NeRFs

gangealing - Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

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

Restormer - [CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

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

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

hyperstyle - Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666