Create dialogue-director-multimodal

[aliyuliliana]

Dialogue Director: Advanced A2A Visual Understanding Framework

Overview

A training-free multimodal framework demonstrating sophisticated A2A communication through specialized AI agents collaborating on dialogue visualization tasks.

Technical Details

Architecture

• Script Director: Text understanding and scene interpretation
• Cinematographer: Visual composition and scene planning
• Storyboard Maker: Final visualization generation

Implementation Highlights

• Training-free multimodal framework
• Chain-of-Thought reasoning
• Retrieval-Augmented Generation (T-RAG, I-RAG, K-RAG)
• Multi-view synthesis capabilities

Performance Metrics

• NIQE Score: 3.78 (↓ better)
• CLIP-T Score: 0.2240 (↑ better)
• Outperforms baseline OmniGen significantly
• Human evaluation validated by 30 film students

A2A Significance

1. Demonstrates effective multi-agent collaboration
2. Plug-and-play compatibility with existing systems
3. Novel approach to complex task decomposition
4. Validated performance metrics

Code Implementation

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References

[Paper citation and links]