Size Stream Body Mass Formulas

Objective: Development of a new formula for estimating human body mass using data from Size Stream SS20 3D body scans. These formulas were developed and cross-validated using a diverse set of over 1,790 human 3D body scans (of 179 individuals). Machine learning techniques were utilized to correlate the 3D body scan data to calibrated body mass measurements.

Implications: ​The new formulas yield impressive results with R2 (R SQUARED) > 0.95 in terms of kilograms body calibrated scale data and the estimate from the 3D body scan. The STD is 3.47.

David Bruner, Breck Sieglinger (June 2019)
“Size Stream Body Mass Formulas”.
Size Stream LLC