A woman has pulled herself from an upended luxury SUV in a remarkable escape after she crashed the vehicle through the brick wall of a car park in Sydney's northern suburbs.

Emergency services were called to First Avenue in Eastwood late on Thursday afternoon to reports a BMW had crashed through the second level of the Woolworths car park, landing upside-down on the street below.

A car crashed through the wall on the second level of Woolworths car park at Eastwood on Thursday. Credit:Nine News

A spokeswoman for NSW Ambulance said the woman, the car's sole occupant, managed to pull herself from the vehicle which had landed on its roof.

The crash left a gaping hole in the wall of the car park, and the street below strewn with rubble.