Another person can be seen jumping out of the broken window and quickly scooping up more clothes strewn across the footpath, fleeing the scene.
A police spokesperson said the group left in a vehicle.
"Police conducted area inquiries but were unable to locate the vehicle. Inquiries into the incident are ongoing."
Police say the group left the scene in a vehicle. Photo / Screenshot The burglary comes after Louis Vuitton and Gucci stores were targeted last month just around the corner on Queen St.
Police were called after reports that a vehicle had smashed through both stores in an alleged burglary.