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

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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Hlavní autor: Maderazo, Andrea Marie (Autor)
Médium: Kniha
Jazyk:English
Vydáno: Quezon City University of the Philippines c2023
Témata:
Image Classification Models.
Convolutional Neural Network.
Transfer Learning.
Image Pre-Processing.
Image Augmentation.
Coconut Scale Insect Infestation.