Developing a microscope image dataset for fungal spore classification in grapevine using deep learning

Grapevine trunk diseases (GTD) result from various fungi invading grapevine wood, leading to a decline in quality and yield. Accurate identification of fungal species is vital for effective disease management. Visual inspection through microscopy is a commonly used method, but distinguishing similar...

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Bibliographic Details

Published in:	Journal of Agriculture and Food Research
Main Authors:	Alexis Crespo-Michel, Miguel A. Alonso-Arévalo, Rufina Hernández-Martínez
Format:	Article
Language:	English
Published:	Elsevier 2023-12-01
Subjects:	Fungal image classification Deep learning Microscopic image Grapevine trunk diseases
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666154323003125