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...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Maderazo, Andrea Marie (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Quezon City University of the Philippines c2023
Schlagworte:
Image Classification Models.
Convolutional Neural Network.
Transfer Learning.
Image Pre-Processing.
Image Augmentation.
Coconut Scale Insect Infestation.