Image classification of sugarcane aphid density using deep convolutional neural networks

Sugarcane aphid, Melanaphis sacchari (Zehntner), has caused significant yield loss across the sorghum (Sorghum bicolor L. Moench) production region in the U.S. Adequate management of sugarcane aphid depends on pest monitoring and economic threshold levels to spray insecticides. However, scouting thi...

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Bibliographic Details
Main Authors: Ivan Grijalva, Brian J. Spiesman, Brian McCornack
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375522000545