Here is a great project by Zheng Wang, which uses a Raspberry Pi and an Arduino to create a self driving car.
“Objective Modify a RC car to handle three tasks: self-driving on the track, stop sign and traffic light detection, and front collision avoidance.”
Source: Self Driving RC Car – Zheng Wang