Multiclass classification of diseased grape leaf identification using deep convolutional neural network(DCNN) classifier

Multiclass classification of diseased grape leaf identification using deep convolutional neural network(DCNN) classifier

Abstract The cultivation of grapes encounters various challenges, such as the presence of pests and diseases, which have the potential to considerably diminish agricultural productivity. Plant diseases pose a significant impediment, resulting in diminished agricultural productivity and economic setb...

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Bibliographic Details
Main Authors: Kerehalli Vinayaka Prasad, Hanumesh Vaidya, Choudhari Rajashekhar, Kumar Swamy Karekal, Renuka Sali, Kottakkaran Sooppy Nisar
Format: Article
Language:English
Published: Nature Portfolio 2024-04-01
Series:Scientific Reports
Subjects:
Convolutional neural network
Deep neural network classifier
Visual Geometry Group
Support vector machine
Transfer learning
Online Access:https://doi.org/10.1038/s41598-024-59562-x

Internet

https://doi.org/10.1038/s41598-024-59562-x

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