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Average Ratings 0 Ratings

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ease
features
design
support

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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

If you're in search of a complimentary tool to enhance your photos, ImgCleaner is definitely worth trying out. This tool allows you to remove unwanted objects, people, and text from your images while maintaining their original quality. Utilizing advanced AI technology, it can seamlessly clean your pictures without leaving any evidence of alteration. The user experience is remarkably swift and straightforward. Simply drag and drop your image into ImgCleaner, and you'll be greeted with a canvas where you can adjust the brush size and inpainting strength to your preference. With a few movements of your mouse to outline the area you wish to erase, just click the “Erase” button. After a brief moment, you will witness the remarkable transformation as the selected object disappears. Finally, click the “Download” button to save your edited image directly to your computer. ImgCleaner performs exceptionally well, and you can check out before-and-after examples provided on the site. Best of all, it is entirely free and requires no account registration, supporting both JPG and PNG formats. Don’t hesitate—upload your image and experience the benefits of ImgCleaner today!

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

No details available.

Integrations

No details available.

Pricing Details

Free
Free Trial
Free Version

Pricing Details

$0
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

DragGAN

Founded

2023

Website

vcai.mpi-inf.mpg.de/projects/DragGAN/

Vendor Details

Company Name

ImgCleaner

Founded

2021

Country

Hong Kong

Website

imgcleaner.com

Product Features

Product Features

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