Training and Validating a Machine Learning Model for the Sensor-Based Monitoring of Lying Behavior in Dairy Cows on Pasture and in the Barn

Training and Validating a Machine Learning Model for the Sensor-Based Monitoring of Lying Behavior in Dairy Cows on Pasture and in the Barn

Monitoring systems assist farmers in monitoring the health of dairy cows by predicting behavioral patterns (e.g., lying) and their changes with machine learning models. However, the available systems were developed either for indoors or for pasture and fail to predict the behavior in other locations...

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Bibliographic Details
Main Authors: Lara Schmeling, Golnaz Elmamooz, Phan Thai Hoang, Anastasiia Kozar, Daniela Nicklas, Michael Sünkel, Stefan Thurner, Elke Rauch
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Animals
Subjects:
behavior recognition
classification
precision livestock farming
accelerometer
gyroscope
grazing
Online Access:https://www.mdpi.com/2076-2615/11/9/2660

Internet

https://www.mdpi.com/2076-2615/11/9/2660

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