According to Mylène Demongeot's autobiography, Gina Lollobrigida did not want her on the movie. The two didn't get along but eventually connected years later at a festival. She also mentioned that, since Bob Hope was very secluded during filming, it was sadly impossible to make a connection.

The island shown in the opening scene of the movie is the same island shown in Gilligan's Island