DraGAN

Drag Your GAN is an AI tool designed to make generative adversarial networks (GANs) more flexible and precise. This tool accomplishes this by allowing users to manipulate the pose, shape, expression, and layout of generated objects through interactive point-based manipulation on the generative image manifold. To do this, DragGAN uses feature-based motion supervision that drives handle points towards target positions as well as a new point tracking approach that relies on GAN features to localize handle points. This process enables users to deform images realistically with a variety of content including humans, animals, cars, landscapes and more - even in challenging situations such as hallucinating occluded content or deforming shapes that still reflect object rigidity.

The results of Drag Your GAN are superior to prior approaches in both image manipulation and point tracking. Additionally, it can be used to manipulate real images through GAN inversion. These capabilities demonstrate the potential for GANs in producing visually appealing content tailored for individual needs. By providing control over pixel manipulation with precision and flexibility, Drag Your GAN is a valuable addition to any AI directory.