DeepSIM
SDEdit
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DeepSIM | SDEdit | |
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3 | 1 | |
418 | 848 | |
- | 0.0% | |
1.8 | 0.0 | |
over 2 years ago | about 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
SDEdit
What are some alternatives?
anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing
clean-fid - PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]
pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch
data-efficient-gans - [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs
sketchedit - SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches, CVPR2022
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