A Study on Multi-Scale Behavior Recognition of Dairy Cows in Complex Background Based on Improved YOLOv5

A Study on Multi-Scale Behavior Recognition of Dairy Cows in Complex Background Based on Improved YOLOv5

The daily behaviors of dairy cows, including standing, drinking, eating, and lying down, are closely associated with their physical health. Efficient and accurate recognition of dairy cow behaviors is crucial for timely monitoring of their health status and enhancing the economic efficiency of farms...

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Bibliographic Details
Main Authors: Zheying Zong, Zeyu Ban, Chunguang Wang, Shuai Wang, Wenbo Yuan, Chunhui Zhang, Lide Su, Ze Yuan
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Agriculture
Subjects:
dairy cow
behavior recognition
improved YOLOv5
Shuffle Attention
deformable convolution
Dynamic Detection Head
Online Access:https://www.mdpi.com/2077-0472/15/2/213
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