A Five Convolutional Layer Deep Convolutional Neural Network for Plant Leaf Disease Detection

A Five Convolutional Layer Deep Convolutional Neural Network for Plant Leaf Disease Detection

In this research, we proposed a Deep Convolutional Neural Network (DCNN) model for image-based plant leaf disease identification using data augmentation and hyperparameter optimization techniques. The DCNN model was trained on an augmented dataset of over 240,000 images of different healthy and dise...

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Bibliographic Details
Main Authors:	J. Arun Pandian, K. Kanchanadevi, V. Dhilip Kumar, Elżbieta Jasińska, Radomír Goňo, Zbigniew Leonowicz, Michał Jasiński
Format:	Article
Language:	English
Published:	MDPI AG 2022-04-01
Series:	Electronics
Subjects:	data augmentation deep convolutional neural networks generative adversarial network hyperparameters optimization neural style transfer principal component analysis
Online Access:	https://www.mdpi.com/2079-9292/11/8/1266

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