Authorities tell Action News the pilot was trying to take off from the Flying W Airport on Fostertown Road in Medford at 11:00 a.m.
The plane experienced some sort of mechanical failure and was unable to lift off the runway.
The pilot tried to stop, but ran out of runway and slid down a hill into some brush.
The pilot was not injured.