Classification of Mycena and <i>Marasmius</i> Species Using Deep Learning Models: An Ecological and Taxonomic Approach

Classification of Mycena and <i>Marasmius</i> Species Using Deep Learning Models: An Ecological and Taxonomic Approach

Fungi play a critical role in ecosystems, contributing to biodiversity and providing economic and biotechnological value. In this study, we developed a novel deep learning-based framework for the classification of seven macrofungi species from the genera <i>Mycena</i> and <i>Marasm...

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Bibliographic Details
Main Authors: Fatih Ekinci, Guney Ugurlu, Giray Sercan Ozcan, Koray Acici, Tunc Asuroglu, Eda Kumru, Mehmet Serdar Guzel, Ilgaz Akata
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
macrofungi classification
machine learning
deep learning
self-organizing maps
MaxViT-Small
Online Access:https://www.mdpi.com/1424-8220/25/6/1642
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