Investigators say the bikes were found along the water near the 1400 block of East Main Street at Corson Park.
The discovery prompted an intense search.
Authorities confirm to Action News that no one was found in the water and the search was concluded around 6 p.m.
Police say they are still working to determine who owns the bikes.
Authorities are asking anyone with information to contact the Millville Police Department.