Calmeyer studied Law in Freiburg, Marburg and Munich. In 1923, as a member of the Reichswehr, he took part in Hitler’s attempted Putsch. Later, he opened his law practice in Osnabrück where he enjoyed an excellent reputation as a lawyer.