Performance analysis of the Yolov5 model for traffic sign detection / Nur Izzati Anaz Anizan ... [et al.]

• Main Authors: Anaz Anizan, Nur Izzati, Ahmat Ruslan, Fazlina, Abd Razak, Noorfadzli, Abdul Aziz, Mohd Azri, Johari, Juliana
• Format: Article
• Language: English
• Published: UiTM Press 2024
• Subjects: Machine learning; Safety and traffic control devices
• Online Access: https://ir.uitm.edu.my/id/eprint/105787/1/105787.pdf; https://ir.uitm.edu.my/id/eprint/105787/

This study evaluates the performance of the YOLOv5 model in the detection of traffic signs under a diverse range of environmental conditions, assessing its performance through a comprehensive set of experiments. This study assesses the model's precision in identifying signage categories across...