DraGAN

DragGAN is a powerful AI tool that gives you unprecedented control over generative adversarial networks (GANs). With DragGAN, you can manipulate images in ways never before possible, achieving precise control over pose, shape, expression, and layout of generated objects.

Highlights

• Intuitive Drag-and-Drop Interface: Easily manipulate images by "dragging" points to their desired positions, allowing for precise control over the generated output.
• Realistic and Diverse Outputs: Create natural-looking images across a wide range of categories, including animals, cars, humans, and landscapes.
• Challenging Scenarios Made Easy: Handle complex tasks like hallucinating occluded content and deforming shapes with consistent rigidity.

Key Features

• Feature-Based Motion Supervision: Ensures that handle points move accurately towards target positions.
• Point Tracking Approach: Uses GAN features to precisely locate the position of handle points, ensuring smooth and controlled deformations.
• Real Image Manipulation: Apply DragGAN's powerful manipulation techniques to real images through GAN inversion.