stylegan3-editing VS DeepSIM

Compare stylegan3-editing vs DeepSIM and see what are their differences.

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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DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral) (by eliahuhorwitz)
single-image Image Editing deep-neural-networks generative-adversarial-network Computer Vision computer-graphics edge-to-image segmantation-to-image Pytorch image-to-image-translation
Source Code
vision.huji.ac.il
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stylegan3-editing DeepSIM
2 3
637 418
- -
0.0 1.8
over 1 year ago over 2 years ago
Python Python
MIT License GNU General Public License v3.0 or later
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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.

DeepSIM

Posts with mentions or reviews of DeepSIM. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-25.

What are some alternatives?

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

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

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

ALAE - [CVPR2020] Adversarial Latent Autoencoders

SDEdit - PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

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

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

StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch

stylegan3-editing vs pixel2style2pixel DeepSIM vs anycost-gan stylegan3-editing vs ALAE DeepSIM vs SDEdit stylegan3-editing vs PyTorch-StudioGAN DeepSIM vs pytorch-CycleGAN-and-pix2pix stylegan3-editing vs StyleGAN_PyTorch DeepSIM vs pix2pixHD stylegan3-editing vs anycost-gan DeepSIM vs face-parsing.PyTorch