Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

Average Ratings 0 Ratings

Total
ease
features
design
support

No User Reviews. Be the first to provide a review:

Write a Review

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

The official release of the Seedream 3.0 API introduces one of the most advanced AI image generation tools on the market. Recently ranked #1 on the Artificial Analysis Image Arena leaderboard, Seedream sets a new standard for aesthetic quality, realism, and prompt alignment. It supports native 2K resolution, cinematic composition, and multi-style adaptability—whether photorealistic portraits, cyberpunk illustrations, or clean poster layouts. Notably, Seedream improves human character realism, producing natural hair, skin, and emotional nuance without the glossy, unnatural flaws common in older AI models. Its image-to-image editing feature excels at preserving details while following precise editing instructions, enabling everything from product touch-ups to poster redesigns. Seedream also delivers professional text integration, making it a powerful tool for advertising, media, and e-commerce where typography and layout matter. Developers, studios, and creative teams benefit from fast response times, scalable API performance, and transparent usage pricing at $0.03 per image. With 200 free trial generations, it lowers the barrier for anyone to start exploring AI-powered image creation immediately.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

APIFree No 
Auralume AI No 
Collart No 
Collart AI No 
Dovoo AI No 
Flyne AI No 
Fuser No 
HeyVid.ai No 
Inspix AI No 
Magnific No 
ModelArk No 
OpenClaw No 
Pixae AI No 
Pixlio AI No 
RenderFlow AI No 
Seedream 4.5 No 
Seedream 5.0 Lite No 
Veemo No 
YouArt No 
iMini No 

Integrations

APIFree Yes 
Auralume AI Yes 
Collart Yes 
Collart AI Yes 
Dovoo AI Yes 
Flyne AI Yes 
Fuser Yes 
HeyVid.ai Yes 
Inspix AI Yes 
Magnific Yes 
ModelArk Yes 
OpenClaw Yes 
Pixae AI Yes 
Pixlio AI Yes 
RenderFlow AI Yes 
Seedream 4.5 Yes 
Seedream 5.0 Lite Yes 
Veemo Yes 
YouArt Yes 
iMini Yes 

Pricing Details

Free
Open source
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
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) No 
Online Support Yes 

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

ByteDance

Founded

2012

Country

China

Website

www.byteplus.com/en/product/Seedream

Product Features

Alternatives

Alternatives

Seedance 2.5 Reviews

Seedance 2.5

ByteDance
Seedream 4.5 Reviews

Seedream 4.5

ByteDance