This is Villa La Renardière. Its name means "foxhole" in French.
The house and its grounds were used in Woody Allen's film Magic in the Moonlight as the house of the Catledge family.
It seems to be owned by Frédéric Fuchs and his wife, Natalie, and also that the grounds are a site of a nursery.