Seedream

Seedream

ByteDance
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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

Seedream 3.0 is ByteDance’s newest high-aesthetic image generation model, officially available through its API with 200 free trial images. It supports native 2K resolution output for crisp, professional visuals across text-to-image and image-to-image tasks. The model excels at realistic character rendering, capturing nuanced facial details, natural skin textures, and expressive emotions while avoiding the artificial look common in older AI outputs. Beyond realism, Seedream provides advanced text typesetting, enabling designer-level posters with accurate typography, layout, and stylistic cohesion. Its image editing capabilities preserve fine details, follow instructions precisely, and adapt seamlessly to varied aspect ratios. With transparent pricing at just $0.03 per image, Seedream delivers professional-grade visuals at an accessible cost.

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

Enterprises, creative studios, startups, and developers looking for scalable, benchmark-leading AI image generation to accelerate visual production across marketing, media, design, and retail

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

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
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

This software hasn't been reviewed yet. Be the first to provide a review:

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

ByteDance
Founded: 2012
China
www.byteplus.com/en/product/Seedream

Alternatives

Alternatives

Nano Banana

Nano Banana

Google
Seedream 4.5

Seedream 4.5

ByteDance
Seedream 4.0

Seedream 4.0

ByteDance

Categories

Categories

Integrations

APIFree
AyeCreate
Comfy Cloud
Dovoo AI
Elser AI
Flyne AI
Fuser
HeyVid.ai
Magnific
ModelArk
OpenClaw
Prism
RenderFlow AI
Seedream 4.5
Seedream 5.0 Lite
TapNow
Veemo
WaveSpeedAI
YouArt
iMini

Integrations

APIFree
AyeCreate
Comfy Cloud
Dovoo AI
Elser AI
Flyne AI
Fuser
HeyVid.ai
Magnific
ModelArk
OpenClaw
Prism
RenderFlow AI
Seedream 4.5
Seedream 5.0 Lite
TapNow
Veemo
WaveSpeedAI
YouArt
iMini
Claim DragGAN and update features and information
Claim DragGAN and update features and information
Claim Seedream and update features and information
Claim Seedream and update features and information