A novel approach to fencing security is the development of an autonomous lightweight robot fencing system. These installations leverage cutting-edge machine learning to monitor designated areas, flagging potential threats in real time. Fabricated from compact materials, these robots are engineered for effectiveness and can navigate diverse terrain