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What is SeedEdit?

SeedEdit represents a state-of-the-art AI image-editing model developed by the Seed team at ByteDance, enabling users to alter existing images using natural-language instructions while preserving untouched areas. By supplying an input image along with a detailed request for modifications—such as changing styles, eliminating or substituting objects, altering backgrounds, modifying lighting, or updating text—the model produces a final image that integrates these edits smoothly while maintaining the original’s structure, resolution, and identity. Employing a diffusion-based framework, SeedEdit is trained via a meta-information embedding pipeline and a combined loss strategy that blends diffusion and reward losses, striking a careful balance between reconstructing images and regenerating them. This meticulous approach results in exceptional editing precision, detail retention, and adherence to user requests. The most recent version, SeedEdit 3.0, can execute high-resolution edits up to 4K, delivers quick inference times (generally within 10-15 seconds), and supports multiple rounds of sequential editing, making it an essential resource for both creative professionals and hobbyists. Furthermore, its groundbreaking features empower users to realize their artistic ideas with an unprecedented level of ease and adaptability, thereby transforming the landscape of digital image editing.

What is Comfy Cloud?

The Comfy Cloud platform allows users to effortlessly utilize the full capabilities of ComfyUI, a node-based visual generative AI workflow engine, directly from their web browsers without requiring any installation. This innovative solution provides instant functionality across multiple devices, enabling users to leverage powerful server GPUs such as the A100/40 GB while maintaining reliable performance and stability. It accommodates a diverse range of both open-source and proprietary models, including, but not limited to, Stable Diffusion 1.5/SDXL, Qwen-Image, ByteDance SeeDream 4.0, Ideogram, and Moonvalley, and comes equipped with pre-installed custom nodes that are immediately accessible. The platform is regularly updated, with its infrastructure managed for the users' convenience, ensuring a smooth and seamless experience. Additionally, users are billed only for the active GPU runtime, which eliminates expenses related to idle periods, so activities like editing, setup, and downtime do not incur additional fees. It promotes browser-based creation across any device, effectively handles workflows at scale, and bolsters team collaboration with high-end features such as priority queuing, dedicated resources, and customized organizational plans. Comfy Cloud not only simplifies the generative AI process but also provides a user-friendly and economical solution for users of all types, making it an attractive option in the competitive landscape of AI platforms.

Media

Media

Integrations Supported

ComfyUI
GPT-4o
Gemini
Ideogram AI
Moonvalley
Qwen-Image
Seedream
Stable Diffusion
Stable Diffusion XL (SDXL)

Integrations Supported

ComfyUI
GPT-4o
Gemini
Ideogram AI
Moonvalley
Qwen-Image
Seedream
Stable Diffusion
Stable Diffusion XL (SDXL)

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

$20 per month
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

ByteDance

Date Founded

2012

Company Location

China

Company Website

seed.bytedance.com/en/seededit

Company Facts

Organization Name

Comfy

Date Founded

2024

Company Location

United States

Company Website

www.comfy.org/cloud

Categories and Features

Categories and Features

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