SeedEditByteDance
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ZenCtrl Fotographer AI
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Related Products
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About
SeedEdit is an advanced AI image-editing model developed by the ByteDance Seed team that enables users to revise an existing image using natural-language text prompts while preserving unedited regions with high fidelity. It accepts an input image plus a text description of the change (such as style conversion, object removal or replacement, background swap, lighting shift, or text change), and produces a seamlessly edited result that maintains structural integrity, resolution, and identity of the original content. The model leverages a diffusion-based architecture trained via a meta-information embedding pipeline and joint loss (combining diffusion and reward losses) to balance image reconstruction and re-generation, resulting in strong editing controllability, detail retention, and prompt adherence. The latest version (SeedEdit 3.0) supports high-resolution edits (up to 4 K), delivers fast inference (under ~10-15 seconds in many cases), and handles multi-round sequential edits.
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About
ZenCtrl is an open source AI image generation toolkit developed by Fotographer AI, designed to produce high-quality, multi-view, and diverse-scene outputs from a single image without any training. It enables precise regeneration of objects and subjects from any angle and background, offering real-time element regeneration that provides both stability and flexibility in creative workflows. ZenCtrl allows users to regenerate subjects from any angle, swap backgrounds or clothing with just a click, and start generating results immediately without the need for additional training. By leveraging advanced image processing techniques, it ensures high accuracy without the need for extensive training data. The model's architecture is composed of lightweight sub-models, each fine-tuned on task-specific data to excel at a single job, resulting in a lean system that delivers sharper, more controllable results.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
Professionals and creators needing a solution to edit existing images using simple text commands rather than manual tools
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Audience
Developers wanting a solution for consistent, high-quality image generation
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Free Trial
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Pricing
Free
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationByteDance
Founded: 2012
China
seed.bytedance.com/en/seededit
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Company Information Fotographer AI
Japan
fotographer.ai/zenctrl
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