CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation

Understand

Creativity in AI imagery remains a fundamental challenge, requiring not only the generation of visually compelling content but also the capacity to add novel, expressive, and artistically rich transformations to images.

• Unlike conventional editing tasks that rely on direct prompt-based modifications, creative image editing requires an autonomous, iterative approach that balances originality, coherence, and artistic intent.
• To address this, we introduce CREA, a novel multi-agent collaborative framework that mimics the human creative process.
• Our framework leverages a team of specialized AI agents who dynamically collaborate to conceptualize, generate, critique, and enhance images.