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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

DropEdit is an AI-powered image editor for quick, precise edits without complex tools. Start by uploading an image (or generating one), then use a simple brush mask to select what should change. Add a prompt describing the result you want, optionally include reference images, and run a generation to create a new version. Each edit becomes part of an easy project workflow so you can compare iterations, switch between versions, and keep your work organized. Your outputs are stored in a library where you can favorite images and sort them into folders - making DropEdit a practical tool for creators who need fast iterations for social posts, product images, marketing creatives, and concept exploration.

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

Graphic Designers, Social Media Managers, Content Creators, Digital Marketers, E-commerce Sellers, Product Managers

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

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$8/month
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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Review this Software

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

DropEdit
Founded: 2025
Thailand
dropedit.app/edit

Alternatives

Alternatives

MagicBrush

MagicBrush

Parse AI
Facet

Facet

Facet.ai

Categories

Categories

Integrations

No info available.

Integrations

No info available.
Claim DragGAN and update features and information
Claim DragGAN and update features and information
Claim DropEdit and update features and information
Claim DropEdit and update features and information