A novel strategy to fencing security is the development of an autonomous lightweight robot fencing system. These systems leverage cutting-edge machine learning to monitor designated areas, detecting potential threats in real time. Manufactured from lightweight materials, these robots are engineered for effectiveness and can traverse diverse terrai