Road vehicle detection based on improved YOLOv3-SPP algorithm

Road vehicle detection based on improved YOLOv3-SPP algorithm

Aiming at the problem of low detection accuracy or missing detection caused by dense vehicles and small scale of distant vehicles in the visual detection of urban road scenes, an improved YOLOv3-SPP algorithm was proposed to optimize the activation function and take DIOU-NMS Loss as the boundary fra...

Full description

Saved in:
Bibliographic Details
Main Authors: Tao WANG, Hao FENG, Rongxin MI, Lin LI, Zhenxue HE, Yiming FU, Shu WU
Format: Article
Language:zho
Published: Editorial Department of Journal on Communications 2024-02-01
Series:Tongxin xuebao
Subjects:
vehicle detection
YOLOv3-SPP algorithm
activation function
atrous convolution
deep learning
Online Access:http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024046/
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2024046/

Similar Items