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 were cropped by the YOL...

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Egile Nagusiak:	Taejun Lee, Youngjun Na, Beob Gyun Kim, Sangrak Lee, Yongjun Choi
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2023-09-01
Saila:	Animals
Gaiak:	cattle identification deep learning transfer learning Efficientnet <i>Hanwoo</i> muzzle pattern
Sarrera elektronikoa:	https://www.mdpi.com/2076-2615/13/18/2856
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