Impact Evaluation of Score Classes and Annotation Regions in Deep Learning-Based Dairy Cow Body Condition Prediction

Impact Evaluation of Score Classes and Annotation Regions in Deep Learning-Based Dairy Cow Body Condition Prediction

Body condition scoring is a simple method to estimate the energy supply of dairy cattle. Our study aims to investigate the accuracy with which supervised machine learning, specifically a deep convolutional neural network (CNN), can be used to retrieve body condition score (BCS) classes estimated by...

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Bibliographic Details
Main Authors: Sára Ágnes Nagy, Oz Kilim, István Csabai, György Gábor, Norbert Solymosi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Animals
Subjects:
deep learning
dairy cow
body score
prediction
accuracy
Online Access:https://www.mdpi.com/2076-2615/13/2/194

Internet

https://www.mdpi.com/2076-2615/13/2/194

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