checkface vs restyle-encoder

checkface

Putting a face to a hash (by check-face)

Source Code

checkface.facemorph.me

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restyle-encoder

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

generative-adversarial-networks Stylegan stylegan-encoder iterative-refinement iccv2021

Source Code

yuval-alaluf.github.io

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checkface		restyle-encoder
	Project
1	Mentions	2
23	Stars	1,021
-	Growth	-
0.0	Activity	0.0
about 1 year ago	Latest Commit	over 1 year 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.

checkface

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

Checkface: Represent hash as StyleGAN2 face, to make comparing hashes easy
1 project | news.ycombinator.com | 18 Mar 2021

restyle-encoder

Posts with mentions or reviews of restyle-encoder. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-06.

amazing april 7th
3 projects | /r/Regressions | 6 Apr 2023

Found relevant code at https://yuval-alaluf.github.io/restyle-encoder/ + all code implementations here
[R] a Metric for finding the best StyleGAN Latent Encoders
3 projects | /r/MachineLearning | 31 Aug 2021

Right now we have encoders like pSp and restyle or encoder4editing, but how can we tell which one performs better than the other?

What are some alternatives?

When comparing checkface and restyle-encoder you can also consider the following projects:

ALAE - [CVPR2020] Adversarial Latent Autoencoders

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

StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1

encoder4editing - Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

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

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

SteganoGAN - SteganoGAN is a tool for creating steganographic images using adversarial training.

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

neat - [ICCV'21] NEAT: Neural Attention Fields for End-to-End Autonomous Driving