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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Maderazo, Andrea Marie (مؤلف)
التنسيق: كتاب
اللغة:English
منشور في: Quezon City University of the Philippines c2023
الموضوعات:
Image Classification Models.
Convolutional Neural Network.
Transfer Learning.
Image Pre-Processing.
Image Augmentation.
Coconut Scale Insect Infestation.