DraGAN

Drag Your GAN is an advanced AI tool designed for total control over generative adversarial networks (GANs). With enhanced flexibility, precision, and versatility, this tool empowers users to synthesize visual content tailored to their specific requirements. Through interactive point-based manipulation on the generative image manifold, users can effortlessly manipulate the pose, shape, expression, and layout of generated objects, enabling them to create customized visual outputs.

At the core of Drag Your GAN lies a powerful feature-based motion supervision system that guides handle points to desired positions. Complemented by a novel point tracking approach that harnesses GAN features, this tool offers the seamless localization of handle points with exceptional accuracy. This unprecedented process empowers users to precisely deform images, enabling manipulation across a wide range of categories including animals, humans, cars, landscapes, and more. The generated outputs remain remarkably realistic, even in intricate scenarios such as synthesizing occluded content and deforming shapes while maintaining object rigidity.

By utilizing Drag Your GAN, users can surpass the limitations of prior approaches in image manipulation and point tracking. The tool also includes the extraordinary capability of GAN inversion, allowing manipulation of real images. With its unparalleled precision and flexibility, Drag Your GAN exemplifies the immense potential of GANs in synthesizing visual content to meet diverse needs. Its interactive point-based manipulation features add an unprecedented level of control to GANs, making it an essential addition to any AI toolkit.