DragGAN - Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold

DragGAN Product Information

What is DragGAN?

The DragGAN platform offers a user-friendly interface for image manipulation, allowing users to deform images with precise control over the pixels, resulting in realistic outputs across various categories such as animals, cars, humans, landscapes, and more. By leveraging discriminative GAN features, DragGAN enables the manipulation of real images through GAN inversion, accommodating complex scenarios such as hallucinating occluded content and deforming shapes consistent with object rigidity.

How to Use DragGAN?

Users can easily manipulate images by interactively dragging points to precise positions, enabling control over the pose, shape, expression, and layout of diverse categories. The feature-based motion supervision and point tracking approach facilitate intuitive image manipulation on the generative image manifold of a GAN.

Core Features of DragGAN

• Feature-based motion supervision
• Point tracking approach
• Realistic image manipulation
• Diverse category support
• Interactive user interface

Use Cases of DragGAN

• Image manipulation
• GAN inversion
• Deforming images with precise control
• Realistic image generation