Caproni was born on July 3, 1886 in Massone, which at the time was in Austria-Hungary but became a part of Italy in 1919. In 1907 he received a degree in civil engineering from the Technical University Munich. A year later he received a doctoral degree in electrical engineering from the University of Liège.