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Enhanced batch sorting and rapid sensory analysis of Mackerel products using YOLOv5s algorithm and CBAM: Validation through TPA, colorimeter, and PLSR analysis
This study employed the YOLOv5s algorithm to establish a rapid quality identification model for Pacific chub mackerel (S. japonicus) and Spanish mackerel (S. niphonius). Data augmentation was conducted using the copy-paste augmentation within the YOLOv5s network. Furthermore, a small object detectio...
Autores principales: | Huang, Yi-Zhen, Han, Lin, Yang, Xiaoqing, Liu, Yu, Zhu, Bei-Wei, Dong, Xiu-Ping |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10331289/ https://www.ncbi.nlm.nih.gov/pubmed/37434800 http://dx.doi.org/10.1016/j.fochx.2023.100733 |
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