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Added on May 30, 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
  Open Source
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Drag Your GAN is an artificial intelligence (AI) tool that offers greater control and flexibility in manipulating generative adversarial networks (GANs). It allows users to synthesize visual content by precisely manipulating pose, shape, expression, and layout through interactive point-based manipulation on the generative image manifold.

Key Features:

  1. Interactive Point-Based Manipulation: Users can manipulate the pose, shape, expression, and layout of generated objects precisely by interacting with points on the generative image manifold.
  2. Feature-Based Motion Supervision: Users can accurately and controlledly manipulate objects by guiding handle points to their desired positions.
  3. Point Tracking with GAN Features: Even in challenging scenarios, users can ensure precise deformation by localizing the position of handle points using GAN features.
  4. Real Image Manipulation: Users can also manipulate and transform real-world images by utilizing GAN inversion techniques.
  5. Wide Range of Categories: The tool allows control and manipulation of various categories, including animals, humans, cars, landscapes, and more.

Use Cases:

  • Artists and designers who want more control and flexibility in manipulating visual content
  • Researchers and developers working with GANs for image synthesis and manipulation
  • Creative professionals looking to create customized and realistic visual content
  • Media and entertainment industries exploring new possibilities for image manipulation and transformation
  • Companies and organizations utilizing AI-powered image synthesis and manipulation in their products or services

Drag Your GAN is a powerful AI tool that empowers users to control and manipulate generative adversarial networks with increased flexibility and precision.

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