DreamO: A Unified Framework for Image Customization

Understand

Recently, extensive research on image customization (e.g., identity, subject, style, background, etc.) demonstrates strong customization capabilities in large-scale generative models.

• However, most approaches are designed for specific tasks, restricting their generalizability to combine different types of condition.
• Developing a unified framework for image customization remains an open challenge.
• In this paper, we present DreamO, an image customization framework designed to support a wide range of tasks while facilitating seamless integration of multiple conditions.