The crash happened at around 6:30 a.m. at the corner of Queen Street and Chrysler Drive, near Tobram Road.
There are reports some of the injuries may be serious.
Peel Regional Police say the investigation may be connected to break-and-enter call earlier in the morning.
Queen Street has been closed while police investigate.
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