Two of the wounded are Peel Regional Police officers, CBC's Tony Smyth reported from the scene.
One of the officers was shot, the other was stabbed. Both were taken to hospital with serious injuries, according to Peel Regional Police spokesman Const. George Tudos.
The shooting occurred at about 11 p.m. Friday, drawing a heavy police presence to the neighbourhood near Dixie Road and Dundas Street East.