YOLOv5-KCB: A New Method for Individual Pig Detection Using Optimized K-Means, CA Attention Mechanism and a Bi-Directional Feature Pyramid Network

Individual identification of pigs is a critical component of intelligent pig farming. Traditional pig ear-tagging requires significant human resources and suffers from issues such as difficulty in recognition and low accuracy. This paper proposes the YOLOv5-KCB algorithm for non-invasive identificat...

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Detalles Bibliográficos
Autores principales: Li, Guangbo, Shi, Guolong, Jiao, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255871/
https://www.ncbi.nlm.nih.gov/pubmed/37299967
http://dx.doi.org/10.3390/s23115242

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10255871/
https://www.ncbi.nlm.nih.gov/pubmed/37299967
http://dx.doi.org/10.3390/s23115242

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