NemaNet: A convolutional neural network model for identification of soybean nematodes

Phytoparasitic nematodes (or phytonematodes) are causing severe damage to crops and generating large-scale economic losses worldwide. In soybean crops, annual losses are estimated at 10.6% of the world production. Besides, the identification of these species through microscopic analysis by an expert...

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Bibliographic Details

Published in:	Biosystems engineering Vol. 213; pp. 39 - 62
Main Authors:	Abade, André, Porto, Lucas Faria, Ferreira, Paulo Afonso, de Barros Vidal, Flávio
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01-01-2022
Subjects:	CNN Deep learning Phytonematodes Plant disease Plant pathogen Plant-parasitic nematode Deep learning Plant-parasitic nematode CNN Plant pathogen Phytonematodes Plant disease
Online Access:	Get full text
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