pi-GAN-pytorch vs CIPS-3D

pi-GAN-pytorch

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

Source Code

Suggest alternative

Edit details

CIPS-3D

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

generative-adversarial-network nerf Pytorch

Source Code

Suggest alternative

Edit details

Our great sponsors

InfluxDB - Power Real-Time Data Analytics at Scale

WorkOS - The modern identity platform for B2B SaaS

SaaSHub - Software Alternatives and Reviews

Our great sponsors

pi-GAN-pytorch		CIPS-3D
	Project
1	Mentions	2
114	Stars	606
-	Growth	-
0.0	Activity	2.7
about 3 years ago	Latest Commit	6 months ago
Python	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.

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

CIPS-3D

Posts with mentions or reviews of CIPS-3D. We have used some of these posts to build our list of alternatives and similar projects.

[R] AI Researchers From Huawei and Shanghai Jiao Tong University Introduce ‘CIPS-3D’: A 3D-Aware Generator of GANs
1 project | /r/MachineLearning | 21 Oct 2021

Code for https://arxiv.org/abs/2110.09788 found: https://github.com/PeterouZh/CIPS-3D
AI Researchers From Huawei and Shanghai Jiao Tong University Introduce ‘CIPS-3D’: A 3D-Aware Generator of GANs
1 project | /r/artificial | 21 Oct 2021

Researchers at Huawei and Shanghai Jiao Tong University have developed CIPS-3D, an approach that synthesizes each pixel value independently, just as its 2D version did.

What are some alternatives?

When comparing pi-GAN-pytorch and CIPS-3D 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

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

nerf - Code release for NeRF (Neural Radiance Fields)

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

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

nerfstudio - A collaboration friendly studio for NeRFs

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

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

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

kaolin-wisp - NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

Bringing-Old-Photos-Back-to-Life - Bringing Old Photo Back to Life (CVPR 2020 oral)