Enhanced Deep Learning for Robust Stress Classification in Sows from Facial Images

Stress in pigs poses significant challenges to animal welfare and productivity in modern pig farming, contributing to increased antimicrobial use and the rise of antimicrobial resistance (AMR). This study involves stress classification in pregnant sows by exploring five deep learning models: ConvNeX...

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Principais autores:	Syed U. Yunas, Ajmal Shahbaz, Emma M. Baxter, Mark F. Hansen, Melvyn L. Smith, Lyndon N. Smith
格式:	Artigo
語言:	Inglês
出版:	MDPI AG 2025-08-01
叢編:	Agriculture
主題:	pig welfare facial expression analysis vision transformer (ViT) stress detection deep learning convolutional neural networks (CNNs)
在線閱讀:	https://www.mdpi.com/2077-0472/15/15/1675
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