These tools leverage advanced computer vision to calculate body composition and dimensional metrics using only your mobile camera. They replace manual tape measures and traditional scales by mapping your physical proportions to provide accurate tracking of circumference, fat percentage, and posture over time. When selecting a service, prioritize options that offer clear calibration instructions and ensure your privacy settings allow for secure data handling.

Body fat % from four photos. $5, no subscription.