📖 Introduction

UnityVideo is a unified generalist framework for multi-task multi-modal video understanding that enables:

• 🎨 Text-to-Video Generation: Create high-quality videos from text descriptions
• 🎮 Controllable Generation: Fine-grained control over video generation with various modalities
• 🔍 Modality Estimation: Estimate depth, normal, and other modalities from video
• 🌟 Zero-Shot Generalization: Strong generalization to novel objects and styles without additional training

Our unified architecture achieves state-of-the-art performance across multiple video generation benchmarks while maintaining efficiency and scalability.

---