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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
PoseCut is an AI-driven creative studio that enables users to generate high-quality images and cinematic videos using advanced AI technology. The platform provides tools for text-to-image generation, text-to-video creation, and image-to-video transformation. Users can simply describe a scene or upload an image, and PoseCut’s AI engine produces visually polished results with smooth motion and detailed graphics. The platform includes a comprehensive suite of editing tools such as background removal, watermark removal, object editing, hairstyle changes, and photo restoration. PoseCut also offers more than 400 artistic styles that allow users to transform images into various creative formats including cartoon art, manga illustrations, and painterly styles. These features help designers, marketers, and content creators produce unique visual assets quickly. The platform is designed to deliver clean, artifact-free outputs that meet professional production standards. With its combination of AI video generation, image editing tools, and artistic filters, PoseCut provides a complete solution for modern visual content creation. By simplifying complex editing tasks, the platform allows creators to focus more on creativity and storytelling.
API Access
Has API
API Access
Has API
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Pricing Details
Free
Free Trial
Free Version
Pricing Details
$7.50/month
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
PoseCut
Founded
2025
Website
posecut.com