AI-powered sizing, virtual photoshoots and visual-search tools for apparel and footwear retailers, reducing size-mismatch and improving online fit and shopping experience. Includes mobile-camera foot measurement (<5mm error), dynamic size charts, single-image attribute extraction and bespoke AI services (classification, optimization, NLP, image analysis).