pi-GAN-pytorch vs nerf

Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

www.influxdata.com

featured

SaaSHub - Software Alternatives and Reviews

SaaSHub helps you find the best software and product alternatives

www.saashub.com

featured

pi-GAN-pytorch		nerf
	Project
1	Mentions	6
114	Stars	9,391
-	Growth	-
0.0	Activity	0.0
about 3 years ago	Latest Commit	6 months ago
Python	Language	Jupyter Notebook
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.

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

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

What are some alternatives?

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

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

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

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

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

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

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

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

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

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

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

giraffe - This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

IDE-3D - [SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis