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Confidence-Aware Multi-Model Image Classification for Early Disease Detection in Plants Cover

Confidence-Aware Multi-Model Image Classification for Early Disease Detection in Plants

Acta Technologica Agriculturae
Volume 28 (2025): Issue 3 (September 2025)
By: Tianyi Zhong,  Muhammad Azhar Iqbal and  Xu Zhang  
Open Access
|Aug 2025

Authors

Tianyi Zhong

zhong17@student.unimelb.edu.au

The University of Melbourne, Faculty of Engineering and Information Technology, Parkville, Victoria, Australia

Muhammad Azhar Iqbal

M.A.Iqbal1@leeds.ac.uk

University of Leeds, Faculty of Engineering and Physical Sciences, School of Computer Science, Leeds, United Kingdom

Xu Zhang

x.zhang15@leeds.ac.uk

University of Leeds, Faculty of Engineering and Physical Sciences, School of Computer Science, Leeds, United Kingdom
DOI: https://doi.org/10.2478/ata-2025-0020 | Journal eISSN: 1338-5267
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Language: English
Page range: 159 - 168
Published on: Aug 21, 2025
Published by: Slovak University of Agriculture in Nitra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
digital plant protection,
deep learning,
foliar disease,
convolutional neural network,
transfer learning algorithms
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2025 Tianyi Zhong, Muhammad Azhar Iqbal, Xu Zhang, published by Slovak University of Agriculture in Nitra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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