Transfer Learning in Ensemble Convolutional Neural Networks Toward the Detection of Microscopic Fusarium Oxysporum

• Main Authors: Ong, Josh Daniel, Abigan, Erinn Giannice T, Cajucom, Luis Gabriel A, Abu, Patricia Angela R, Estuar, Ma. Regina Justina E
• Format: text
• Published: Archīum Ateneo 2021
• Subjects: fungi; pathogens; microscopy; transfer learning; soil; predictive models; fluorescence; ensemble model; convolutional neural network; classification; fusarium oxysporum; Computer Sciences; Databases and Information Systems; Plant Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/214; https://ieeexplore.ieee.org/document/9514089
• Institution: Ateneo De Manila University

The Panama disease; also known as the Fusarium wilt; is a deadly disease known to affect banana plants all over the world. Caused by a fungal pathogen known as Fusarium oxysporum f. sp. cubense (Foc); the disease has been a constant threat to banana producers considering that it cannot be eradicated...