A Two-Phase Approach for Efficient Traffic Sign Detection and Recognition
S Uma,
S Prateeksha,
V Padmapriya
Abstract:Objectives: The objective of this study is to enhance the accuracy of traffic sign detection and recognition in modern intelligent transport systems, addressing real-time challenges under varying conditions. Methods: A two-phase approach is adopted. The first phase employs the You Only Look Once version 8 (YOLOv8) architecture to efficiently detect traffic signs under real-time conditions, considering variables like adverse weather and obstructions. Subsequently, the second phase employs a sequential convoluti… Show more
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