Embedded vision applications count and identify vehicles in road traffic and thus influence traffic. In rail applications, precise measuring technology with machine vision inspects tracks and train components, detecting wear and defects. At the same time, intelligent onboard solutions give train drivers and maintenance staff direct feedback regarding the condition of the route, thereby ensuring safety and keeping downtimes to a minimum.