Officers say they canvassed the neighborhood and found the two motorized bicycles along with several bags of property allegedly stolen from unlocked vehicles in the area.
Police say the suspects remain at large. The two suspects were described as males, one between 16 and 20 years old.
Police said three residents in the neighborhood were victimized.