At busy pedestrian crossings, factors like poor weather, low visibility, failing markings, and driver inattention often lead to safety risks. Our Smart Pedestrian Crosswalk System addresses these challenges by integrating advanced technology with traffic signals to highlight crossing pedestrians, alert drivers to yield, and enhance safety. This solution promotes courteous driving and ensures efficient traffic flow.