Smart-Insertion-V: Photorealistic Video Insertion via a Closed-Loop Feedback Dual-Stream Framework
Smart-Insertion-V is a dual-stream framework that simultaneously performs video insertion and image style transfer to harmonize reference objects into source videos, even when styles differ greatly. It uses a closed-loop feedback mechanism during generation to refine results in real-time, ensuring robust and visually consistent insertions.