Investigators said the shooting took place near the parking lot at North Beach on Kewaunee Street.
According to WISN, police have not said how serious their injuries were, and are not yet releasing their names.
Witnesses said they heard between 20-30 gunshots. Parents said the area was full of mostly minors at the time of the shooting.
An active investigation is underway.