Officials said a Toyota Matrix was traveling south on Grandale Drive when the driver ran off the road into a wooded area. The accident happened just after 2 a.m.
The driver has been identified as 30-year-old Zachary James Hunter. Police said he was pronounced dead at the scene.
There were no passengers in Hunter's car at the time of the crash.