Microscopic Fusarium Detection and Verification with Convolutional Neural Networks

• Main Authors: Estuar, Ma. Regina Justina E, Lim, Hadrian Paulo M
• Format: text
• Published: Archīum Ateneo 2018
• Subjects: Agriculture; Numerical Analysis and Computation; Theory and Algorithms
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/17
• Institution: Ateneo De Manila University

Advances in computer vision, specifically on deep convolutional neural networks, have achieved state of the art results in multiple computer vision tasks. These networks have enabled the rapid de-tection of Fusarium oxysporum, the main cause of the Fusarium Wilt disease plaguing banana Cavendish pla...