Meadows was born in Norwich, and educated at the City of Norwich School, After briefly training as an accountant in 1931, he attended Norwich School of Art and then in 1936 became Henry Moore's first assistant at his studio in Kent.
In the Second World War, he initially registered as a conscientious objector, but when Nazi Germany invaded the USSR in 1941, he withdrew his objection.