CIPS-3D vs kaolin-wisp

CIPS-3D

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

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). (by NVIDIAGameWorks)

3d-deep-learning nerf Pytorch sdf neuralfields

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CIPS-3D		kaolin-wisp
	Project
2	Mentions	3
606	Stars	1,432
-	Growth	0.4%
2.7	Activity	5.7
7 months ago	Latest Commit	4 days ago
Python	Language	Python
MIT License	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.

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.

kaolin-wisp

Posts with mentions or reviews of kaolin-wisp. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-23.

Do you think neural rendering ready in production?
2 projects | /r/computergraphics | 23 Feb 2023

We know that a lot of project with NERF, include (instant-ngp) https://github.com/NVlabs/instant-ngp or kaolin-wisp (https://github.com/NVIDIAGameWorks/kaolin-wisp)
GitHub - NVIDIAGameWorks/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).
1 project | /r/Python | 2 Sep 2022
Nvidia Kaolin Wisp: a PyTorch library to work with neural fields
2 projects | news.ycombinator.com | 17 Aug 2022

What are some alternatives?

When comparing CIPS-3D and kaolin-wisp you can also consider the following projects:

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

nerfstudio - A collaboration friendly studio for NeRFs

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

nerfacc - A General NeRF Acceleration Toolbox in PyTorch.

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

sdfstudio - A Unified Framework for Surface Reconstruction

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

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

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs