Introduction: personalized targeted traffic signs with customized dimensions, designs, and superior-quality reflective materials increase urban site visitors protection and circulation, supporting evolving cityscapes without having compromising compliance or visibility. In nowadays’s city landscapes, wherever security and effectiveness intersect