The system is installed on the warehousing line of urban rail vehicles, and adopts optical image measurement technology to automatically collect high-definition images of wheel-mounted and axle-mounted brake pads and brake shoes of various urban rail vehicles, so as to automatically detect the remaining thickness of brake pads, judge the missing situation of brake pads, display the trend of remaining thickness of brake pads, and provide hierarchical early warning function.