Antoine Dury was born in Lyon in March 1819. He was a pupil of Bonnefond and of Picot at the Lyon School of Fine Art between 1831 – 1934 and then again in 1838, after which he moved to Paris.

Drury moved to England sometime after 1850 and is recorded as living in Warwick in 1878.