Impact of Training Data Distribution on Plant Diseases Recognition Based on Deep Learning

Impact of Training Data Distribution on Plant Diseases Recognition Based on Deep Learning

【Objective】The study was carried out to improve the accuracy of the deep learning model through adjusting the distribution of training dataset of lab-condition and field-condition images, to reduce the dependence of plant diseases recognition models on field-condition data.【Method】The plant diseases...

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Bibliographic Details
Main Authors: Hongle WANG, Xinglin WANG, Wenbo LI, Quanzhou YE, Yonghai LIN, Hui XIE, Lie DENG
Format: Article
Language:English
Published: Guangdong Academy of Agricultural Sciences 2022-06-01
Series:Guangdong nongye kexue
Subjects:
plant disease
deep learning
convolutional neural network
data distribution
lab-condition
field-condition
Online Access:http://gdnykx.cnjournals.org/gdnykx/ch/reader/view_abstract.aspx?file_no=202206013

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http://gdnykx.cnjournals.org/gdnykx/ch/reader/view_abstract.aspx?file_no=202206013

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