Detection Method of Cow Estrus Behavior in Natural Scenes Based on Improved YOLOv5

Detection Method of Cow Estrus Behavior in Natural Scenes Based on Improved YOLOv5

Natural breeding scenes have the characteristics of a large number of cows, complex lighting, and a complex background environment, which presents great difficulties for the detection of dairy cow estrus behavior. However, the existing research on cow estrus behavior detection works well in ideal en...

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Bibliographic Details
Main Authors: Rong Wang, Zongzhi Gao, Qifeng Li, Chunjiang Zhao, Ronghua Gao, Hongming Zhang, Shuqin Li, Lu Feng
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Agriculture
Subjects:
cow estrus
mounting behavior detection
YOLOv5
multiscale optimization
loss-function optimization
Online Access:https://www.mdpi.com/2077-0472/12/9/1339

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