https://github.com/JiauZhang/DragGAN

Implementation of DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold
https://github.com/JiauZhang/DragGAN

Last synced: about 2 months ago
JSON representation

Implementation of DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold

• Host: GitHub
• URL: https://github.com/JiauZhang/DragGAN
• Owner: JiauZhang
• License: mit
• Created: 2023-05-20T01:02:28.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-07-11T03:49:46.000Z (over 1 year ago)
• Last Synced: 2024-10-29T17:42:28.942Z (about 2 months ago)
• Language: Python
• Size: 1.66 MB
• Stars: 2,161
• Watchers: 49
• Forks: 162
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• AiTreasureBox - JiauZhang/DragGAN - 12-20_2161_0](https://img.shields.io/github/stars/JiauZhang/DragGAN.svg) <a href='https://arxiv.org/abs/2305.10973'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a> |Implementation of DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold| (Repos)

README

        


# DragGAN

Implementation of [DragGAN: Interactive Point-based Manipulation on the Generative Image Manifold](https://arxiv.org/abs/2305.10973).

```shell

# gui

pip install dearpygui

# run demo

python gui.py

```





# TODO

- [x] GUI

- [x] drag it

- [ ] load real image

- [ ] mask

# StyleGAN2 Pre-Trained Model

Rosinality's pre-trained model(256px) on FFHQ 550k iterations \[[Link](https://drive.google.com/open?id=1PQutd-JboOCOZqmd95XWxWrO8gGEvRcO)\].

# References

- https://github.com/rosinality/stylegan2-pytorch