This system generates full clothing outfits from a single item and supports recoloring of garments in images while keeping textures and lighting realistic (e.g., adjusting a red jacket to navy blue without losing fabric detail). It also adapts to individual preferences and suggests matching items in real time. The technology supports cross-platform use on web and mobile shopping apps.