A lightweight cow mounting behavior recognition system based on improved YOLOv5s
A lightweight cow mounting behavior recognition system based on improved YOLOv5s
About this item
Full title
Author / Creator
Wang, Rong , Gao, Ronghua , Li, Qifeng , Zhao, Chunjiang , Ma, Weihong , Yu, Ligen and Ding, Luyu
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
To improve the detection speed of cow mounting behavior and the lightness of the model in dense scenes, this study proposes a lightweight rapid detection system for cow mounting behavior. Using the concept of EfficientNetV2, a lightweight backbone network is designed using an attention mechanism, inverted residual structure, and depth-wise separabl...
Alternative Titles
Full title
A lightweight cow mounting behavior recognition system based on improved YOLOv5s
Authors, Artists and Contributors
Author / Creator
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_1b3cf7ae335f443495b8d56d50683cdf
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_1b3cf7ae335f443495b8d56d50683cdf
Other Identifiers
ISSN
2045-2322
E-ISSN
2045-2322
DOI
10.1038/s41598-023-40757-7
