Traffic signal poles are the linchpins of road traffic control, playing an irreplaceable role in guiding the movement of vehicles and pedestrians, thus ensuring traffic order and safety. A pivotal aspect that traffic signal poles help manage is the proper setting of traffic light durations, which is key to maintaining smooth and secure traffic flow. [...]