The California Highway Patrol says it happened just after 7 a.m. near Ashlan Avenue and Highway 168.
The Toyota Corolla crashed through a chain-link fence and into the canal below.
Investigators say the driver fell asleep at the wheel.
He was not injured and the CHP says he walked home after the crash.