The alarms came in shortly after midnight local time.
Pictures from the scene show 36 evidence flags on the ground and officers searching the area with flashlights. The police have made several finds, including dozens of empty shell casings and a weapon, write News 5 Cleveland.
No one has been arrested.
Akron has 700,000 inhabitants and is located six miles south of the state capital, Cleveland.