In this paper, we design a vision system based on our trained YOLO v5 models for both classification on the GTSRB dataset and detection on the GTSDB dataset using transfer learning from the ...

Abstract: Traffic sign detection is one of the critical technologies in the ... With the overall designs, our region proposal network can achieve high recall value while using low-resolution images.