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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 Atlas by World Labs?

Atlas is a cutting-edge omni world model crafted for spatial intelligence, effortlessly interacting with text, images, video, and 3D data. As a sophisticated multimodal autoregressive diffusion transformer, it harmonizes diverse inputs into a unified spatial framework, while simultaneously forecasting subsequent elements and maintaining coherence in three-dimensional spaces through its insights and creative ideas. This robust model enables world creation, reconstruction, and simulation across a wide array of applications. It is adept at generating images and videos from one or several reference images, providing meticulous camera control to produce extensive and coherent videos that adhere to custom-designed camera paths. In the realm of spatial reconstruction, Atlas shines in reinterpreting real-world settings from a limited number of input images, which allows it to create distinct viewpoints and deliver detailed 3D outputs such as point clouds and 3D Gaussian splats. With the incorporation of additional input perspectives, the model can further improve contextual understanding, resulting in progressively precise reconstructions with a diminished dependence on imagination. Additionally, Atlas has the capability to analyze and forecast the progression of worlds over time, thereby adding a dynamic aspect to its functionality, which enhances its versatility in various scenarios. This multifaceted approach not only enriches the user experience but also expands the potential applications of the model across different fields.

Media

Media

Integrations Supported

GPT-4o
Gemini

Integrations Supported

API Availability

API Availability

Has API

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

ByteDance

Date Founded

2012

Company Location

China

Company Website

seed.bytedance.com/en/seededit

Company Facts

Organization Name

World Labs

Date Founded

2024

Company Location

United States

Company Website

www.worldlabs.ai/blog/atlas

Categories and Features

AI Photo Editors

Not specified

Categories and Features

AI Models

Not specified

AI World Models

Not specified

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