Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods

Classification of basal stem rot using deep learning: a review of digital data collection and palm disease classification methods

Oil palm is a key agricultural resource in Malaysia. However, palm disease, most prominently basal stem rot caused at least RM 255 million of annual economic loss. Basal stem rot is caused by a fungus known as Ganoderma boninense. An infected tree shows few symptoms during early stage of infection,...

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Bibliographic Details
Main Authors: Yu Hong Haw, Khin Wee Lai, Joon Huang Chuah, Siti Khairunniza Bejo, Nur Azuan Husin, Yan Chai Hum, Por Lip Yee, Clarence Augustine T. H. Tee, Xin Ye, Xiang Wu
Format: Article
Language:English
Published: PeerJ Inc. 2023-04-01
Series:PeerJ Computer Science
Subjects:
Basal stem rot
Ganoderma boninense
Oil palm
Remote sensors
Deep learning
Online Access:https://peerj.com/articles/cs-1325.pdf

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