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About

Synthesizing visual content that meets users' needs often requires flexible and precise controllability of the pose, shape, expression, and layout of the generated objects. Existing approaches gain controllability of generative adversarial networks (GANs) via manually annotated training data or a prior 3D model, which often lack flexibility, precision, and generality. In this work, we study a powerful yet much less explored way of controlling GANs, that is, to "drag" any points of the image to precisely reach target points in a user-interactive manner, as shown in Fig.1. To achieve this, we propose DragGAN, which consists of two main components including: 1) a feature-based motion supervision that drives the handle point to move towards the target position, and 2) a new point tracking approach that leverages the discriminative GAN features to keep localizing the position of the handle points. Through DragGAN, anyone can deform an image with precise control over where pixels go.

About

Dreamina is an AI-powered platform that enables users to create art and images from text or existing images. It offers tools such as text-to-image and image-to-image generation, allowing for the transformation of ideas into visual works of art. The platform supports various creative needs, including character design, fashion and beauty, game assets, marketing and advertising, content creation, and product photography. Features like the canvas editor provide powerful tools such as inpainting, expanding, and removing elements, facilitating the seamless blending of multiple elements on the same canvas to create unified AI art. Dreamina also offers multi-layer editing for precision control and allows users to explore unlimited inspiration alongside other creators. As an all-in-one AI creative suite, Dreamina simplifies the creation process, enabling users to generate stunning art, images, and animations effortlessly.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Users that want to manipulate images using AI

Audience

Social media influencers wanting a solution to enhance their content with unique, AI-generated visuals

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

Free
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

DragGAN
Founded: 2023
vcai.mpi-inf.mpg.de/projects/DragGAN/

Company Information

Dreamina
United States
dreamina.capcut.com

Alternatives

Alternatives

Seedance

Seedance

ByteDance
Seedream

Seedream

ByteDance

Categories

Categories

Integrations

CapCut
WaveSpeedAI

Integrations

CapCut
WaveSpeedAI
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Claim DragGAN and update features and information
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