3D body scanners using light-based scanning, computer vision and AI to monitor body size and health parameters for individuals on exercise or diet programs. Delivers fast, highly repeatable 3D-avatar scans with circumference and body-composition metrics, indexes, detailed reports, a friendly UI, easy mounting and visualization-based motivation.