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Average Ratings 0 Ratings
Description
Creating visual content that aligns with user requirements often necessitates a high degree of flexibility and precision in managing the pose, shape, expression, and arrangement of the generated elements. Traditional methods enhance the controllability of generative adversarial networks (GANs) by relying on manually labeled training datasets or pre-existing 3D models, which frequently fall short in terms of flexibility, accuracy, and adaptability. In this research, we explore a powerful yet relatively underutilized technique for controlling GANs, which allows users to "drag" specific points in an image to accurately reach designated target locations through interactive engagement, as illustrated in Fig.1. Our proposed solution, DragGAN, comprises two primary components: first, a feature-based motion supervision system that guides the handle point toward the intended position; and second, an innovative point tracking method that utilizes the discriminative features of GANs to continuously identify the handle points' locations. With DragGAN, users gain the capability to manipulate images with exceptional precision in directing pixel movements, thereby facilitating a more intuitive and user-centered design process. This approach not only enhances creative possibilities but also empowers users to achieve their desired visual outcomes more effectively.
Description
DropEdit is an innovative image editing tool that utilizes AI to facilitate quick and accurate modifications without the need for complicated software. You can begin by uploading an existing image or generating a new one, and then simply use a user-friendly brush mask to highlight the areas you wish to alter. By providing a descriptive prompt for the desired outcome and optionally attaching reference images, you can initiate a generation process to create a revised version of your image.
Each adjustment is seamlessly integrated into a straightforward project management system, allowing you to easily compare different iterations, toggle between various versions, and maintain a well-organized workspace. Furthermore, your edited images are conveniently stored in a personal library, where you can mark your favorites and categorize them into folders—making DropEdit an essential resource for creators who require rapid iterations for social media content, product photography, marketing visuals, and conceptual development. This streamlined approach not only enhances productivity but also fosters creativity in the editing process.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
No details available.
Integrations
No details available.
Pricing Details
Free
Open source
Free Trial
No
Free Version
Yes
Pricing Details
$8/month
Free Trial
Yes
Free Version
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
DragGAN
Founded
2023
Website
vcai.mpi-inf.mpg.de/projects/DragGAN/
Vendor Details
Company Name
DropEdit
Founded
2025
Country
Thailand
Website
dropedit.app/edit