Identification of Individual <i>Hanwoo</i> Cattle by Muzzle Pattern Images through Deep Learning

Identification of Individual <i>Hanwoo</i> Cattle by Muzzle Pattern Images through Deep Learning

The objective of this study was to identify <i>Hanwoo</i> cattle via a deep-learning model using muzzle images. A total of 9230 images from 336 <i>Hanwoo</i> were used. Images of the same individuals were taken at four different times to avoid overfitted models. Muzzle images...

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Bibliographic Details
Main Authors: Taejun Lee, Youngjun Na, Beob Gyun Kim, Sangrak Lee, Yongjun Choi
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Animals
Subjects:
cattle identification
deep learning
transfer learning
Efficientnet
<i>Hanwoo</i>
muzzle pattern
Online Access:https://www.mdpi.com/2076-2615/13/18/2856

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