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First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image ...
Abstract: Traffic ... QCNNs in traffic sign recognition, performing comparably to conventional CNNs and SENet models with fewer computing resources. Detailed performance analysis and ablation studies ...
School of Computer and Communication Engineering, Beijing Key Lab of Knowledge Engineering for Materials Science, University of Science and Technology Beijing, Xueyuan Road 30, Haidian Zone, Beijing ...