In French, name Diane means – The French form of the Latin Diana. Famous bearer: Diane de Poitiers, mistress of Frances King Henri II.Divine. Mythological ancient Roman divinity Diana was noted for beauty and swiftness; often depicted as a huntress. Greek goddess of the moon.. Other origins for name Diane include – French, Latin-American. Name Diane is most often used as a girl name or female name.