YOLOv5-SA-FC: A Novel Pig Detection and Counting Method Based on Shuffle Attention and Focal Complete Intersection over Union

SIMPLE SUMMARY: We propose a new model, YOLOv5-SA-FC, for efficient pig population detection and counting in intelligent breeding. Traditional manual methods are slow and inaccurate. Our model incorporates shuffle attention (SA) and Focal-CIoU (FC) for an improved performance. SA enhances feature ex...

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Detalles Bibliográficos
Autores principales: Hao, Wangli, Zhang, Li, Han, Meng, Zhang, Kai, Li, Fuzhong, Yang, Guoqiang, Liu, Zhenyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603737/
https://www.ncbi.nlm.nih.gov/pubmed/37893925
http://dx.doi.org/10.3390/ani13203201

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603737/
https://www.ncbi.nlm.nih.gov/pubmed/37893925
http://dx.doi.org/10.3390/ani13203201

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