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DraGan

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DraGan revolutionizes the image editing process by providing interactive point-based manipulation on the generative image manifold.

About DraGan

DraGan is a research tool for interactive image editing that allows users to manipulate images by dragging specific points to desired locations. It operates on the generative image manifold of GANs, enabling precise control over pose, shape, expression, and layout of objects in various categories such as animals, cars, humans, and landscapes. The tool uses feature-based motion supervision and a point tracking approach to ensure accurate and realistic deformations. DraGan is primarily intended for non-commercial use and is available under a Creative Commons license. Pricing and platform details are not specified.

Best for: visual content creators, image editing researchers, digital artists

Key features

  • Enables users to move specific points in an image to new positions interactively
  • Allows manipulation of pose, shape, expression, and layout of generated objects
  • Works with a variety of image categories including animals, cars, humans, and landscapes
  • Performs manipulations on the generative image manifold for realistic results

Use cases

  • Editing the pose or expression of a face in a generated image
  • Adjusting the shape or position of objects in synthetic images for research or creative projects
  • Demonstrating advanced GAN-based editing techniques in academic or educational settings

Pros

  • Freely available for non-commercial use under a Creative Commons license

Limitations

  • Restricted to non-commercial use only

Screenshots

DraGan screenshot

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