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Open Access

Peer-reviewed

Research Article

Analysis of vehicle and pedestrian detection effects of improved YOLOv8 model in drone-assisted urban traffic monitoring system

Huili Dou ,

Roles Conceptualization, Data curation, Supervision

* E-mail: douhuili3636@163.com

Affiliation Zhejiang Institute of Communications, Hangzhou, Zhejiang, China

https://orcid.org/0009-0002-9392-8870

⨯
Sirui Chen,

Roles Data curation

Affiliation Zhejiang Institute of Communications, Hangzhou, Zhejiang, China
⨯
Fangyuan Xu,

Roles Software, Supervision

Affiliation Zhejiang Institute of Communications, Hangzhou, Zhejiang, China
⨯
Yuanyuan Liu,

Roles Resources, Validation

Affiliation Zhejiang Institute of Communications, Hangzhou, Zhejiang, China
⨯
Hongyang Zhao

Roles Visualization, Writing – review & editing

Affiliation Zhejiang Institute of Communications, Hangzhou, Zhejiang, China
⨯

Analysis of vehicle and pedestrian detection effects of improved YOLOv8 model in drone-assisted urban traffic monitoring system

Huili Dou,
Sirui Chen,
Fangyuan Xu,
Yuanyuan Liu,
Hongyang Zhao

x

Published: March 18, 2025
https://doi.org/10.1371/journal.pone.0314817

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