Advertisement

Browse Subject Areas

?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

Loading metrics

Open Access

Peer-reviewed

Research Article

Research on target detection based on improved YOLOv7 in complex traffic scenarios

Yuhang Liu,

Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation School of Mathematical Sciences, Harbin Normal University, Harbin, Heilongjiang Province, 150500, China

https://orcid.org/0009-0004-6025-9978

⨯
Huibo Zhou ,

Roles Conceptualization, Funding acquisition, Investigation, Resources, Writing – original draft, Writing – review & editing

* E-mail: zhouhuibo@hrbnu.edu.cn, 15546016580@163.com

Affiliation School of Mathematical Sciences, Harbin Normal University, Harbin, Heilongjiang Province, 150500, China

https://orcid.org/0000-0002-5113-9809

⨯
Ming Zhao

Roles Conceptualization, Data curation, Writing – review & editing

Affiliation School of Mathematical Sciences, Harbin Normal University, Harbin, Heilongjiang Province, 150500, China
⨯

Research on target detection based on improved YOLOv7 in complex traffic scenarios

Yuhang Liu,
Huibo Zhou,
Ming Zhao

x

Published: May 19, 2025
https://doi.org/10.1371/journal.pone.0323410

Reader Comments (0)

Post a new comment on this article

Print

Advertisement

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Target detection
Is the Subject Area "Target detection" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.
Attention
Is the Subject Area "Attention" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Convolution
Is the Subject Area "Convolution" applicable to this article?

Thanks for your feedback.
Artificial intelligence
Is the Subject Area "Artificial intelligence" applicable to this article?

Thanks for your feedback.
Roads
Is the Subject Area "Roads" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.