Péron was born in Cérilly, Allier, in 1775, the son of a tailor (not a harness maker as is frequently asserted).
As a Corresponding Member of the Société des observateurs de l'homme, Péron wrote a great deal about the Tasmanian Aborigines of the D'Entrecasteaux Channel, on south-eastern Tasmania.