Schmeisser was born in Jena, Saxe-Weimar. His father, Louis Schmeisser (1848 - 1917), was one of the best-known weapons designers in Europe. The life and work of Hugo Schmeisser mostly took place in the weapons manufacturing city of Suhl, Prussian Saxony.