pytorch_mgie
DeepSIM
pytorch_mgie | DeepSIM | |
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1 | 3 | |
326 | 421 | |
- | - | |
2.6 | 1.8 | |
3 months ago | over 2 years ago | |
Python | Python | |
- | GNU General Public License v3.0 or later |
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pytorch_mgie
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
What are some alternatives?
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
SDEdit - PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
face-parsing.PyTorch - Using modified BiSeNet for face parsing in PyTorch
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
Text2LIVE - Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)
esrgan - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution