DragGAN has been one of the most popular generative image editing model these days. It provide a brand new way to edit the image by interatively selecting target and source points on the image, giving the greater flexibility to users than existing text-based editing. Though constrainted to generative image manifold currently, the idea of DragGAN should inspired and have inspired a varity of following works.
Awesome-DragGAN is a curated list of the papers, repositories, tutorials, and anythings related to the DragGAN.
Contributions are welcome!
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
Xingang Pan, Ayush Tewari, Thomas Leimkühler, Lingjie Liu, Abhimitra Meka, Christian Theobalt
[Code] [Project Page] [Official Implementation]
The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing
Shen Nie, Hanzhong Allan Guo, Cheng Lu, Yuhao Zhou, Chenyu Zheng, Chongxuan Li
[Project Page] [Code]
Nov 2 2023
FreeDrag: Point Tracking is Not You Need for Interactive Point-based Image Editing
Pengyang Ling*, Lin Chen*, Pan Zhang, Huaian Chen, Yi Jin
[Project Page] [Code]
July 10 2023
DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models
Chong Mou, Xintao Wang, Jiechong Song, Ying Shan, Jian Zhang
[Code]
July 5 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing
Yujun Shi, Chuhui Xue, Jiachun Pan, Wenqing Zhang, Vincent Y. F. Tan, Song Bai
[Project Page] [Code]
June 26 2023
- DragDiffusion: Unofficial Implementation for DragDiffusion.
- DragGAN: Unoffficial Implementation by OpenGVLab.
- DragGAN: Unoffficial Implementation by Skim AI Technologies, with a streamlit interface.
- Drag3D: DragGAN meets GET3D for interactive mesh generation and editing.
- DragGAN-Windows-GUI: Packaged DragGAN Installtion for Windows.
- Stylegan2: Car, Cat, Church, Human Face, Horse
- StyleGAN2-Ada: Cat, Dog, Wild, Human Face, Painting Face, Brecahad
- StyleGAN-Human: Human
- Self-Distilled-StyleGAN: Bicycle, Dog, Elephant, Giraffe, Horse, Lion, Parrot