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Classification of Plant Leaves Using New Compact Convolutional Neural Network Models

Precision crop safety relies on automated systems for detecting and classifying plants. This work proposes the detection and classification of nine species of plants of the PlantVillage dataset using the proposed developed compact convolutional neural networks and AlexNet with transfer learning. The...

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Detalles Bibliográficos
Autores principales: Wagle, Shivali Amit, Harikrishnan, R., Ali, Sawal Hamid Md, Faseehuddin, Mohammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8747718/
https://www.ncbi.nlm.nih.gov/pubmed/35009029
http://dx.doi.org/10.3390/plants11010024