PTI
Deep-Learning
PTI | Deep-Learning | |
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4 | 1 | |
881 | 148 | |
- | - | |
2.7 | 0.0 | |
6 months ago | 5 months ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT License |
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PTI
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NEW just released AI DragGAN is MIND-BLOWING! Revolutionary way to edit images.
you can do it by yourself with specific tool https://github.com/danielroich/PTI. Autor of repository even made Google Colab notebook.
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So Draggan code is finally released
from Dragan readme: This GUI supports editing GAN-generated images. To edit a real image, you need to first perform GAN inversion using tools like PTI. Then load the new latent code and model weights to the GUI.
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[D] New SOTA StyleGAN2 inversion paper explained in 5 minutes: Pivotal Tuning for Latent-based Editing of Real Images (PTI) by Daniel Roich et al.
[Full Explanation Post] [Arxiv] [Code]
- [R] Finally, Actual Real images editing using StyleGAN
Deep-Learning
What are some alternatives?
stylegan-encoder - StyleGAN Encoder - converts real images to latent space
pixel2style2pixel - Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
ganspace - Discovering Interpretable GAN Controls [NeurIPS 2020]
AvatarGAN - Generate Cartoon Images using Generative Adversarial Network
DragGAN - Official Code for DragGAN (SIGGRAPH 2023)
anime_biggan_toy - Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!
sd-webui-dragGAN-extension - extension of stable diffusion webui for dragGAN
Artifact_Removal_GAN - A U-net GAN for jpeg artifact removal
encoder4editing - Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766
peacasso - UI interface for experimenting with multimodal (text, image) models (stable diffusion).