Text, Video → Image, Text
This workflow precise, high-fidelity image generation by integrating dual structural mapping with automated prompt engineering. By simultaneously extracting depth maps and Canny edge outlines, the workflow preserves spatial composition, perspective, and geometric integrity while enabling controlled aesthetic transformation.