Machine Learning for Disease Identification in Oil Palm Leaves - Couverture souple

Hamdani, Hamdani; Septiarini, Anindita; Setyaningsih, Emy

 
9798865779162: Machine Learning for Disease Identification in Oil Palm Leaves
Couverture souple
ISBN 13 : 9798865779162
Editeur : Independently published, 2023

Synopsis

The significance of a monograph titled "Machine Learning for Disease Identification in Oil Palm Leaves" is underscored by the background information provided. This book serves as a comprehensive exploration of the utilization of machine learning technology in the precise identification of diseases in oil palm leaves, encompassing images with diverse and intricate backgrounds.

The book delves into the intricacies of this method, elucidating how it operates in the automated differentiation of healthy and diseased oil palm plants based on their leaves. The process of identifying leaf diseases in oil palm plants, meticulously detailed within these pages, encompasses several pivotal stages. These include the detection of Regions of Interest (RoI), essential pre-processing steps, feature extraction, judicious feature selection, and classification techniques.

In essence, this monograph fills a critical knowledge gap, offering a deep dive into the innovative world of machine learning for disease detection in oil palm leaves. It stands as an indispensable resource for researchers, practitioners, and enthusiasts in the field, providing invaluable insights into cutting-edge technology applied to agriculture and plant health.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Independently published
Date d'édition
2023
Langue
anglais
ISBN 13 
9798865779162
Reliure
Broché
Nombre de pages
67
Coordonnées du fabricant
non disponible
Personne responsable
non disponible