Plant Disease Detection Using Deep Convolutional Neural Network

Plant Disease Detection Using Deep Convolutional Neural Network

In this research, we proposed a novel 14-layered deep convolutional neural network (14-DCNN) to detect plant leaf diseases using leaf images. A new dataset was created using various open datasets. Data augmentation techniques were used to balance the individual class sizes of the dataset. Three imag...

Full description

Bibliographic Details
Main Authors: J. Arun Pandian, V. Dhilip Kumar, Oana Geman, Mihaela Hnatiuc, Muhammad Arif, K. Kanchanadevi
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied Sciences
Subjects:
deep convolutional neural networks
generative adversarial network
basic image manipulation
random search
hyperparameter optimization
neural style transfer
Online Access:https://www.mdpi.com/2076-3417/12/14/6982

Internet

https://www.mdpi.com/2076-3417/12/14/6982

Similar Items