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

Football sports automatic judgment model based on improved YOLOv7 and RNN

Ting Wang,

Roles Conceptualization, Formal analysis, Methodology, Writing – original draft

Affiliation Physical Education College, Shanxi University, Taiyuan, China
⨯
Xiao Yan ,

Roles Data curation, Writing – review & editing

* E-mail: yx13154908967@126.com

Affiliation Physical Education College, Shanxi University, Taiyuan, China

https://orcid.org/0000-0003-0534-1341

⨯
Jiawei Li,

Roles Investigation, Software, Supervision

Affiliation Physical Education College, Shanxi University, Taiyuan, China
⨯
Xilong Luo

Roles Resources, Validation

Affiliation Physical Education College, Shanxi University, Taiyuan, China
⨯

Football sports automatic judgment model based on improved YOLOv7 and RNN

Ting Wang,
Xiao Yan,
Jiawei Li,
Xilong Luo

x

Published: November 5, 2025
https://doi.org/10.1371/journal.pone.0334158

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!

Sports
Is the Subject Area "Sports" applicable to this article?

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

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

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

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

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

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

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

Thanks for your feedback.