Calvin was a pupil of Kitchener Road School and Radnor Road School before attending  Canton High School for Boys in Cardiff. In 1944 he was called up and enlisted in the Royal Army Service Corps aged 17.
Calvin's education path involved attending Kitchener Road School, Radnor Road School, and Canton High School for Boys before enlisting in the Royal Army Service Corps at age 17 in 1944.