The SUV went barreling through an iron fence at on Hinsdale Street and Dumont Avenue in East New York.
The driver ran away, leaving the vehicle behind.
A 46-year-old woman and 50-year-old man suffered leg injuries.
The victims were taken to the hospital and are expected to recover.