Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum

Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum

The Panama disease has been reported to wipe out banana plantations due to the fungal pathogen known as Fusarium oxysporum f. sp. Cubense Tropical Race 4, or Foc TR4. Currently, there are no proven methods to control the spread of the disease. This study aims to develop an early detection model for...

Full description

Saved in:
Bibliographic Details
Main Authors: Ong, Josh Daniel L, Abigan, Erinn Giannice T, Cajucom, Luis Gabriel A, Abu, Patricia Angela R, Estuar, Ma. Regina Justina E
Format: text
Published: Archīum Ateneo 2020
Subjects:
Fusarium oxysporum f. sp. cubense
Model stacking
Ensemble learning
Convolutional neural networks
Computer Sciences
Databases and Information Systems
Fungi
Plant Sciences
Online Access:https://archium.ateneo.edu/discs-faculty-pubs/311
https://link.springer.com/chapter/10.1007/978-3-030-64556-4_25
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Ateneo De Manila University

Internet

https://archium.ateneo.edu/discs-faculty-pubs/311
https://link.springer.com/chapter/10.1007/978-3-030-64556-4_25

Similar Items