StyleGAN_PyTorch vs stylegan3-editing

StyleGAN_PyTorch

The implementation of StyleGAN on PyTorch 1.0.1 (by tomguluson92)

stylegan3-editing

Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433 (by yuval-alaluf)

generative-adversarial-network Stylegan stylegan3 stylegan-encoder Image Editing

Source Code

yuval-alaluf.github.io

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StyleGAN_PyTorch		stylegan3-editing
	Project
-	Mentions	2
533	Stars	637
-	Growth	-
3.6	Activity	0.0
almost 4 years ago	Latest Commit	over 1 year ago
Python	Language	Python
-	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.

StyleGAN_PyTorch

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

We haven't tracked posts mentioning StyleGAN_PyTorch yet.
Tracking mentions began in Dec 2020.

stylegan3-editing

Posts with mentions or reviews of stylegan3-editing. We have used some of these posts to build our list of alternatives and similar projects.

Combining Stylegan3 editing and Disco Diffusion to generate human faces
1 project | /r/DiscoDiffusion | 16 Jun 2022
[D] Paper digest: Third Time's the Charm? Image and Video Editing with StyleGAN3 - 5-minute paper summary (by Casual GAN Papers)
1 project | /r/MachineLearning | 2 Feb 2022

arxiv / code

What are some alternatives?

When comparing StyleGAN_PyTorch and stylegan3-editing you can also consider the following projects:

StyleFlow - StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)

pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699

ALAE - [CVPR2020] Adversarial Latent Autoencoders

checkface - Putting a face to a hash

PyTorch-StudioGAN - StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

GANce - Maps music and video into the latent space of StyleGAN networks.

DeepSIM - Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)