nerf vs pi-GAN-pytorch

nerf

Code release for NeRF (Neural Radiance Fields) (by bmild)

nerf neural-radiance-fields

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tancik.com

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pi-GAN-pytorch

Implementation of π-GAN, for 3d-aware image synthesis, in Pytorch (by lucidrains)

Artificial intelligence Deep Learning generative-adversarial-network nerf film

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nerf		pi-GAN-pytorch
	Project
6	Mentions	1
9,374	Stars	114
-	Growth	-
0.0	Activity	0.0
6 months ago	Latest Commit	about 3 years ago
Jupyter Notebook	Language	Python
MIT License	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.

nerf

Posts with mentions or reviews of nerf. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-27.

I created hundreds of golems using SD & Dreambooth. Check it out and LMK what you think?
1 project | /r/DreamBooth | 11 Nov 2022

I haven't tried personally but have header great things about the NERF work (esp. coming out of nvidia). Something like this: https://github.com/bmild/nerf
We took over a 100+ NVIDIA's NeRFs (Neural Radiance Field) over the past year. We truly think their AI will change the game if they decide to release it commercially.
3 projects | /r/nvidia | 27 Jul 2022

Here’s the link to the github:)
Nvidia Research Turns 2D Photos into 3D Scenes in the Blink of an AI
9 projects | news.ycombinator.com | 25 Mar 2022
100x faster NeRF explained - Plenoxels: Radiance Fields without Neural Networks 5-minute summary (by Casual GAN Papers)
1 project | /r/DeepLearningPapers | 20 Dec 2021
Photogrammetry for Selfies: "Nerfies"
2 projects | /r/photogrammetry | 8 Jan 2021

pi-GAN-pytorch

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

[R] AI Researchers From Stanford University Unveils pi-GAN: A Novel Periodic Implicit GAN For 3D-Aware Image Synthesis (Paper, Code included)
1 project | /r/MachineLearning | 6 Sep 2021

Code for https://arxiv.org/abs/2012.00926 found: https://github.com/lucidrains/pi-GAN-pytorch

What are some alternatives?

When comparing nerf and pi-GAN-pytorch you can also consider the following projects:

colmap - COLMAP - Structure-from-Motion and Multi-View Stereo

lightweight-gan - Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

instant-ngp - Instant neural graphics primitives: lightning fast NeRF and more

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

awesome-NeRF - A curated list of awesome neural radiance fields papers

DeblurGANv2 - [ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

TensoRF - [ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

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

instant-ngp-Windows - Instant neural graphics primitives: lightning fast NeRF and more

Papers-in-100-Lines-of-Code - Implementation of papers in 100 lines of code.