Classification of Plant Leaves Using New Compact Convolutional Neural Network Models

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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Bibliographic Details
Main Authors: Shivali Amit Wagle, R. Harikrishnan, Sawal Hamid Md Ali, Mohammad Faseehuddin
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Plants
Subjects:
classification
compact model
convolutional neural network
plant leaf
Online Access:https://www.mdpi.com/2223-7747/11/1/24

Internet

https://www.mdpi.com/2223-7747/11/1/24

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