The study presents DragGAN, a novel method for interactive point-based manipulation of generative adversarial networks (GANs) to provide flexible and precise control over the pose, shape, expression, and layout of generated objects. Unlike existing approaches reliant on annotated data or prior 3D models, DragGAN enables users to "drag" points on an image to specific target positions interactively. This control is facilitated by a feature-based motion supervision guiding the handle point movement towards the target and a point tracking system based on discriminative GAN features. The method allows for manipulation of various categories like animals, cars, humans, and landscapes on the learned generative image manifold. Results indicate enhanced performance in image manipulation and point tracking compared to previous methods. Real image manipulation through GAN inversion is also demonstrated. The project is supported by various institutions and made available for non-commercial use under Creative Commons licensing. Further details can be accessed via the provided contact information.

Synthesizing visual content that meets users' needs often requires flexible and precise controllability of the pose, shape, expression, and layout of the generated objects

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Mailmeteor is a trusted email marketing solution for Gmail with over 5 million users worldwide. Recognized by Google, Mailmeteor allows users to send personalized mass emails effortlessly while respecting privacy. Key features include real-time tracking, personalized emails, high deliverability rates, and integration with Google Workspace products. Users can easily manage email campaigns through Google Sheets, Gmail inbox, or the Mailmeteor Dashboard. The platform offers a free plan with essential features and has received high ratings and positive reviews for its efficiency and personalized mass emailing capabilities. Mailmeteor's advanced features, such as schedule send, autopilot, bounce protection, and follow-up options, cater to individual needs and enhance email outreach efforts. With a focus on user experience and data safety, Mailmeteor aims to provide a seamless and productive email marketing experience for professionals and organizations worldwide.

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Online photo editor powered by AI - SnapEdit

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