Existing traffic sign detection algorithms suffer from high computational complexity and large parameter sizes. limiting their deployability. The YOLO-TS model integrates the Normalized Wasserstein Distance (NWD) with the Complete Intersection over Union (CIoU) loss function. significantly enhancing the detection of small traffic signs. https://www.chiggate.com/3m-speedglas-9002nc-welding-helmet-fashion/