'Sing Street' is based loosely on events from Carney's childhood, and will centre on a boy who uses music to help him cope with moving from a posh private school to the inner-city, reported Digital Spy.
Bono and The Edge are slated to contribute songs and other musical elements to 'Sing Street', The Weinstein Company announced.
Carney is writing the screenplay, in addition to serving as director.
U2 won a Golden Globe earlier in the year for writing the song 'Ordinary Love' for the Nelson Mandela biopic 'Mandela: Long Walk to Freedom'.
U2 are also currently working on a new studio album, although a release date has not been set.