The crash happened around 12:30 a.m. Sunday in the 900 block of Easton Road.
Police say the truck went through a fence and crashed into the Grandma's Grotto restaurant.
The driver and a passenger were trapped inside the vehicle and had to be rescued by firefighters.
Both people were taken to the hospital. Their conditions were not known.
There was no immediate word on what caused the crash.