No other vehicles were involved in the accident, officials say. It's not clear what caused the man to lose control of the car.
After the crash, witnesses say a gun fell out of the vehicle, and the man picked it up before he ran away.
Police say the driver has not been found, and it's unknown if he suffered any injuries in the crash.