Improved Traffic Sign Detection Algorithm Based on YOLOv8s

Due to low detection accuracy for small targets in complex environments, along with false and missed detections in mainstream traffic sign detection algorithms, an improved algorithm based on YOLOv8s is proposed. This algorithm uses Pconv convolution in the backbone network and incorporates a C2fast...

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Bibliographic Details

Published in:	Jisuanji gongcheng
Main Author:	XIE Jing, DENG Yueming, WANG Runmin
Format:	Article
Language:	English
Published:	Editorial Office of Computer Engineering 2024-11-01
Subjects:	yolov8|traffic sign detection|attention mechanism|pconv|c2faster
Online Access:	https://www.ecice06.com/fileup/1000-3428/PDF/20241132.pdf