The UAV Automatic Inspection System is designed to perform fully automatic inspections of high-speed railway traction substations, power supply lines, catenary systems, bridges, tunnel portals, and surrounding environments. By following pre-set flight routes, it conducts fully autonomous inspections of target areas. Combined with intelligent recognition algorithms, the system identifies defects in inspection images and performs statistical analysis and management of the results.