multinerf vs nerfmm

multinerf

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

nerf neural-radiance-fields

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nerfmm

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

nerf pose-estimation novel-view-synthesis neural-radiance-fields

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nerfmm.active.vision

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multinerf		nerfmm
	Project
3	Mentions	2
3,514	Stars	539
1.2%	Growth	0.7%
3.6	Activity	2.0
5 months ago	Latest Commit	9 months ago
Python	Language	Python
Apache License 2.0	License	MIT License

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

nerfmm

Posts with mentions or reviews of nerfmm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-20.

[D] Something basic I don't understand about Nerfs
2 projects | /r/MachineLearning | 20 Feb 2023
Nerfmm – Neural Radiance Fields Without Known Camera Parameters
1 project | news.ycombinator.com | 20 Apr 2021

What are some alternatives?

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

nerfstudio - A collaboration friendly studio for NeRFs

SuperGluePretrainedNetwork - SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)

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

3d-photo-inpainting - [CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

DirectVoxGO - Direct voxel grid optimization for fast radiance field reconstruction.

Hierarchical-Localization - Visual localization made easy with hloc

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

pi-GAN-pytorch - Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch

lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

AlphaPose - Real-Time and Accurate Full-Body Multi-Person Pose Estimation&Tracking System