AvatarCLIP vs CIPS-3D

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AvatarCLIP		CIPS-3D
	Project
4	Mentions	2
1,040	Stars	605
-	Growth	-
0.0	Activity	2.7
about 1 year ago	Latest Commit	7 months ago
Python	Language	Python
GNU General Public License v3.0 or later	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.

AvatarCLIP

Posts with mentions or reviews of AvatarCLIP. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-14.

Half way in my AA college career and just started my electives. Need help
1 project | /r/gamedev | 2 Feb 2023
[R] Text to 3D characters + expression editing + pose generation
2 projects | /r/MachineLearning | 14 Jun 2022

Based on similar works CLIPActor and AvatarCLIP the codebase implements similar pipeline using mesh and differentiable rasterization to provide a spedeup allowing for ~10 min character generation on a weak Google Colab GPU
"AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars", Hong et al 2022 (crosspost of another user's post)
1 project | /r/bigsleep | 18 May 2022
"AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars", Hong et al 2022
1 project | /r/MediaSynthesis | 18 May 2022

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 AvatarCLIP and CIPS-3D you can also consider the following projects:

multinerf - A Code Release for Mip-NeRF 360, Ref-NeRF, and RawNeRF

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

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

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

Make-It-3D - [ICCV 2023] Make-It-3D: High-Fidelity 3D Creation from A Single Image with Diffusion Prior

nerfstudio - A collaboration friendly studio for NeRFs

MotionDiffuse - MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model

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).

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

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

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs