Identity-Aware Composition
The workflow treats the uploaded character as the visual anchor. It preserves recognizable facial features, hairstyle, outfit colors, proportions, and signature accessories while reorganizing the canvas into designer editorial grid with layered framing, clean English copy, magazine hierarchy, and a character-led cover crop.











