YOLO-PEL: The Efficient and Lightweight Vehicle Detection Method Based on YOLO Algorithm

YOLOv8-PEL shows outstanding performance in detection accuracy, computational efficiency, and generalization capability, making it suitable for real-time and resource-constrained applications. This study aims to address the challenges of vehicle detection in scenarios with fixed camera angles, where...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Zhi Wang, Kaiyu Zhang, Fei Wu, Hongxiang Lv
Format:	Article
Language:	English
Published:	MDPI AG 2025-03-01
Subjects:	object detection YOLO lightweight multi-scale detection
Online Access:	https://www.mdpi.com/1424-8220/25/7/1959