DeepSIM
stylegan3-editing
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DeepSIM | stylegan3-editing | |
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3 | 2 | |
418 | 637 | |
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1.8 | 0.0 | |
over 2 years ago | over 1 year ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
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DeepSIM
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[P] I made FaceShop! Instance segmentation + CGAN for editing faces (badly)
Pix2PixHD (from DeepSIM)
Uses a mix of instance segmentation (BiSeNet) and conditional GAN, and is heavily inspired by the Pix2PixHD and DeepSIM papers. Will have more details when I wake up!
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Israeli Researchers Unveil DeepSIM, a Neural Generative Model for Conditional Image Manipulation Based on a Single Image
5 Min Read | Paper | Project | Code
stylegan3-editing
What are some alternatives?
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
SDEdit - PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
ALAE - [CVPR2020] Adversarial Latent Autoencoders
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
PyTorch-StudioGAN - StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
StyleGAN_PyTorch - The implementation of StyleGAN on PyTorch 1.0.1
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
Text2LIVE - Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
restyle-encoder - Official Implementation for "ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement" (ICCV 2021) https://arxiv.org/abs/2104.02699