 The scenes at the island resort were filmed at Vizcaya, an  Italianate villa on Biscayne Bay in Miami, Florida. The estate,  built in 1916, was originally the winter home of International  Harvester vice president James Deering. The house and grounds are  now a museum open to tourists.