A number of people called police Sunday afternoon after they heard gunshots in the Humber Summit area.
CP24 reports witnesses heard between five and six shots and the sound of a car speeding away near Islington Avenue and Satterly Road.
Police arrived a short time later to find evidence of gunfire. No injuries have been reported.
Police are looking for one man described as black, with a tall, slim build. He was wearing a light grey hoodie. Police say he had his face covered and was seen with a gun.
With files from CP24