Drag Your GAN stands out as an AI tool crafted to enhance control over generative adversarial networks (GANs), offering increased flexibility, precision, and generality. By employing interactive point-based manipulation on the generative image manifold, users can synthesize visual content tailored to their specifications, manipulating aspects like pose, shape, expression, and layout of generated objects. The tool utilizes feature-based motion supervision and a novel point tracking approach, enabling precise deformation of images across diverse categories such as animals, humans, cars, and landscapes, even in challenging scenarios like hallucinating occluded content and deforming shapes while maintaining object rigidity.

Demonstrating superiority over previous methods in image manipulation and point tracking, Drag Your GAN also allows for the manipulation of real images through GAN inversion. Its capacity to enable precise and flexible pixel manipulation underscores the potential of GANs in synthesizing visual content for varied purposes, positioning it as a noteworthy addition to the AI landscape.