Authorities say a woman sitting near the window jumped out of the way of the car, which crashed through the window up to the windshield.
She was not hit by the car but was taken to the hospital for minor injuries.
The restaurant was evacuated, but no other injuries were reported.
The Buildings Department will evaluate the structural integrity of the building.