Introduction#
This article briefly introduces FreeDrag.
FreeDrag is a new interactive point-based image editing framework that eliminates the cumbersome and unstable point tracking process compared to DragGAN.
Main Content#
1. What is FreeDrag#
A new interactive point-based image editing framework based on StyleGAN2. It adopts a feature-based approach and can achieve stable point-based editing in challenging scenarios with similar structures, fine details, or multiple point targets.
2. Features of FreeDrag#
Compared to DragGAN, which has issues such as loss and confusion during point tracking, the use of new methods allows the model to achieve better results in more challenging scenarios.
3. Using FreeDrag#
Download the project source code: git clone --depth=1 https://github.com/LPengYang/FreeDrag
Install StyleGAN2 pretrained models: bash download_models.sh
Run locally: CUDA_LAUNCH_BLOCKING=1 python FreeDrag_gradio.py
4. Conclusion#
The project roadmap also includes FreeDrag based on Diffusion and a framework capable of handling 3D graphics, which is worth looking forward to.
Finally#
References:
Disclaimer#
This article is for personal learning purposes only.
This article is synchronized with HBlog.