Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images

Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images

The main aim of this study was to create an automated method for the measurement of the scrotal circumference (SC) of Norwegian Red bulls using 3D images of the scrotum based on convolutional neural networks. The study population was bull calves recruited for performance testing before the selection...

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Bibliographic Details
Main Authors: Joanna Bremer, Michał Maj, Øyvind Nordbø, Elisabeth Kommisrud
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Smart Agricultural Technology
Subjects:
Convolutional Neural Networks
Semantic segmentation
U–Net
3D imaging
Scrotal circumference
Bull
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375522000983

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http://www.sciencedirect.com/science/article/pii/S2772375522000983

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