Lightweight Vehicle Detection Based on Improved YOLOv5s

Lightweight Vehicle Detection Based on Improved YOLOv5s

A vehicle detection algorithm is an indispensable component of intelligent traffic management and control systems, influencing the efficiency and functionality of the system. In this paper, we propose a lightweight improvement method for the YOLOv5 algorithm based on integrated perceptual attention,...

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Bibliographic Details
Main Authors: Yuhai Wang, Shuobo Xu, Peng Wang, Kefeng Li, Ze Song, Quanfeng Zheng, Yanshun Li, Qiang He
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
artificial intelligence
deep learning
object detection
vehicle detection
lightweight
Online Access:https://www.mdpi.com/1424-8220/24/4/1182

Internet

https://www.mdpi.com/1424-8220/24/4/1182

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