AUTONOMOUS VEHICLE CLEANING AND FEEDBACK SYSTEM USING ADJUSTABLE GROUND TRUTH

A vehicle includes a cleanable surface disposed within its interior. The vehicle also includes a processor, a light source able to illuminate the surface, and a sensor configured to capture an image of the surface while the surface is illuminated by the light source. The vehicle also includes a passenger survey system for receiving input from a passenger regarding cleanliness of the surface. The processor is configured to adjust a detection threshold based on the input, and to detect foreign material on the surface based on the detection threshold and a comparison between the captured image and a stored image. After detecting the foreign material on the surface, the processor indicates that the vehicle needs to be cleaned, and may initiate an automatic cleaning procedure.