In recent years, machine-vision technology has found applications in the railway industry in detectors such as wheel profile measurement (WPM) systems and brake shoe measurement (BSM) systems. This type of technology enhances the inspection process by providing historical data that can be used for defect trending and preventative maintenance. The potential to increase the effectiveness and efficiency of car inspections by utilizing advanced technologies to enhance the railcar inspection process offers an opportunity to lower costs and increase productivity.