Image-based Detection of Coconut Scale (aspiodotus rigidus) Infestation using Image Data Preprocessing and Augmentation Techniques and Convolutional Neural Networks

ABSTRACT Coconut scale insect "aspiodotus rigidus" infestation is a threat to coconut trees and livelihood associated with it. Early detection and monitoring are suitable preventative pest control methods for this. The main objective of this study is to create a deep learning classific...

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Príomhchruthaitheoir:	Maderazo, Andrea Marie (Údar)
Formáid:	LEABHAR
Teanga:	Béarla
Foilsithe / Cruthaithe:	Quezon City University of the Philippines c2023
Ábhair:	Image Classification Models. Convolutional Neural Network. Transfer Learning. Image Pre-Processing. Image Augmentation. Coconut Scale Insect Infestation.