Highway Patrol Police allegedly saw the vehicle travelling west along Maitland Road at high speed.
Inspector Terry Burns says the driver sped off after police attempted to pull him over.
"It [the pursuit] lasted about 45 seconds until the driver lost control of the vehicle, colliding with a number of trees along Warabrook Boulevard.
"The driver only sustained superficial injuries and didn't require treatment."