Oswen Kyle S. Galarce

Comparative Analysis of Feature Extraction Methods on Convolutional Neural Network Models for Classification of Healthy and Unhealthy Cacao Pods

Gernel S. Lumacad, Oswen Kyle S. Galarce & Melody Kristel S. Nulo · Asian Journal of Research in Computer Science · 2026

Objective classification of cacao pods can support consistent assessment of pod health under field conditions. This study developed and compared convolutional neural network (CNN) models for classifying healthy and unhealthy cacao pods using raw images and three feature extractio...