Research and Development of a Traffic Sign Recognition Module in Vietnam
Pham Xuan Tung,
Nguyen Luong Thien,
Pham Van Bach Ngoc
et al.
Abstract:Automatic traffic sign recognition is essential in researching and developing driver assistance systems and autonomous vehicles. This paper presents the research and development of an automated traffic sign recognition module in Vietnam. The recognition model is developed based on the deep learning model YOLOv5 and incorporates architectural modifications to reduce computational complexity, increase inference speed, and meet real-time requirements for embedded system applications. The model is trained using a … Show more
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