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Deep Learning-Based Intelligent Apple Variety Classification System and Model Interpretability Analysis
In this study, series networks (AlexNet and VGG-19) and directed acyclic graph (DAG) networks (ResNet-18, ResNet-50, and ResNet-101) with transfer learning were employed to identify and classify 13 classes of apples from 7439 images. Two training datasets, model evaluation metrics, and three visuali...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9956933/ https://www.ncbi.nlm.nih.gov/pubmed/36832960 http://dx.doi.org/10.3390/foods12040885 |