Summary of Aesopagent: Agent-driven Evolutionary System on Story-to-video Production, by Jiuniu Wang et al.
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production
by Jiuniu Wang, Zehua Du, Yuyuan Zhao, Bo Yuan, Kexiang Wang, Jian Liang, Yaxi Zhao, Yihen Lu, Gengliang Li, Junlong Gao, Xin Tu, Zhenyu Guo
First submitted to arxiv on: 12 Mar 2024
Categories
- Main: Computer Vision and Pattern Recognition (cs.CV)
- Secondary: Artificial Intelligence (cs.AI); Multimedia (cs.MM)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary The proposed AesopAgent system leverages agent technology to generate multimodal content, including videos, scripts, images, and audio. This innovative framework integrates multiple generative capabilities within a unified structure, enabling users to easily utilize individual modules. The system converts user story proposals into various formats, which are then combined into coherent videos. Additionally, animating units like Gen-2 and Sora enhance the generated content’s infectivity. AesopAgent orchestrates task workflow for video generation, ensuring the final product is rich in content and logical. This framework consists of two layers: the Horizontal Layer, featuring a novel evolutionary system optimizing video generation workflows; and the Utility Layer, providing utilities for consistent image generation, audio, and special effects integration. Compared to previous works, AesopAgent achieves state-of-the-art performance in visual storytelling. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary AesopAgent is an AI-powered tool that helps create engaging videos from user story ideas. It’s like a virtual assistant that can write scripts, design images, add music, and even make animations come alive. The system uses advanced technology to generate high-quality content quickly and efficiently. With AesopAgent, users can easily turn their stories into videos without needing extensive technical expertise. |
Keywords
» Artificial intelligence » Image generation
