Cry for Happy

Cry for Happy 1961 is an American movie, filmed in Eastmancolor and CinemaScope, directed by George Marshall, and released by Columbia Pictures.

At first, the men misunderstand the geishas occupation. Later, romance develops. Eventually the Navy discovers the situation, and the sailors and the geishas decide to quickly convert the geisha house into a temporary orphanage. Surprisingly, the orphanage is successful.

Source: Wikipedia