sofgan vs StyleFlow

sofgan

[TOG 2022] SofGAN: A Portrait Image Generator with Dynamic Styling (by apchenstu)

StyleFlow

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

Stylegan sequential-edits Quality Faces

Source Code

rameenabdal.github.io

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sofgan		StyleFlow
	Project
2	Mentions	6
760	Stars	2,389
-	Growth	-
0.0	Activity	0.0
6 months ago	Latest Commit	about 1 year ago
Python	Language	Python
GNU General Public License v3.0 or later	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.

sofgan

Posts with mentions or reviews of sofgan. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-04.

AI Researchers From ShanghaiTech and UC San Diego Introduce SofGAN: A Portrait Image Generator with Dynamic Styling (Paper and Codes included)
2 projects | /r/artificial | 4 Sep 2021

Code for https://arxiv.org/abs/2007.03780 found: https://github.com/apchenstu/sofgan

2 projects | /r/artificial | 4 Sep 2021

Code: https://github.com/apchenstu/sofgan

StyleFlow

Posts with mentions or reviews of StyleFlow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-06.

[P] Suggest a Conditional GAN for a project?
2 projects | /r/MachineLearning | 6 Jun 2021

What are some alternatives?

When comparing sofgan and StyleFlow you can also consider the following projects:

stylegan2-ada-pytorch - StyleGAN2-ADA - Official PyTorch implementation

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

DashcamCleaner - Censor identifiable information in videos, in particular dashcam recordings in Germany.

SAM - Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02754

ALAE - [CVPR2020] Adversarial Latent Autoencoders

StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1

fashion-mnist - A MNIST-like fashion product database. Benchmark :point_down:

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