Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach

Identification of Plant-Leaf Diseases Using CNN and Transfer-Learning Approach

The timely identification and early prevention of crop diseases are essential for improving production. In this paper, deep convolutional-neural-network (CNN) models are implemented to identify and diagnose diseases in plants from their leaves, since CNNs have achieved impressive results in the fiel...

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Bibliographic Details
Main Authors: Sk Mahmudul Hassan, Arnab Kumar Maji, Michał Jasiński, Zbigniew Leonowicz, Elżbieta Jasińska
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Electronics
Subjects:
artificial intelligence
convolutional neural network
deep learning
machine learning
transfer learning
Online Access:https://www.mdpi.com/2079-9292/10/12/1388

Internet

https://www.mdpi.com/2079-9292/10/12/1388

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