DragGAN

Get hands-on with the DragGAN code from SIGGRAPH 2023. Explore interactive point-based image manipulation on generative AI models. Dive into the future of image editing!

Features

• Interactive Image Manipulation: DragGAN provides a user-friendly GUI for interactive manipulation of GAN-generated images, empowering creativity and precision.
• Supports Various Systems: With dedicated support for MPS (Silicon Mac M1/M2) and CPU, DragGAN is accessible across CUDA graphic cards and other platforms.
• Gradio Integration: Leveraging Gradio, DragGAN offers a demo with a shared link for easy access and collaboration, broadening its usability.
• Docker Support: DragGAN provides Docker image support, simplifying installation and setup on different systems regardless of Python environments.
• Pre-Trained Model Weights: Access pre-trained StyleGAN weights for immediate use, enabling a quick start to manipulating images with high-end AI models.

Use Cases:

• Academic Research: Researchers in AI and computer graphics can utilize DragGAN for advanced studies in generative image manipulation.
• Creative Design: Designers can explore new horizons in digital art by interactively altering generated images to match their creative vision.
• Educational Purposes: Educators and students can employ DragGAN as a teaching tool to understand the principles of generative networks and image editing.
• AI Model Testing: Developers and data scientists can test and improve generative models using DragGAN's intuitive interface and feedback system.

DragGAN stands as a testament to SIGGRAPH's cutting-edge developments in generative models, offering unprecedented interactivity and accessibility in image manipulation.