Cargando…

Deep learning pose estimation for multi-cattle lameness detection

The objective of this study was to develop a fully automated multiple-cow real-time lameness detection system using a deep learning approach for cattle detection and pose estimation that could be deployed across dairy farms. Utilising computer vision and deep learning, the system can analyse simulta...

Descripción completa

Detalles Bibliográficos
Autores principales: Barney, Shaun, Dlay, Satnam, Crowe, Andrew, Kyriazakis, Ilias, Leach, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10024686/
https://www.ncbi.nlm.nih.gov/pubmed/36934125
http://dx.doi.org/10.1038/s41598-023-31297-1