A fine tuned EfficientNet-B0 convolutional neural network for accurate and efficient classification of apple leaf diseases

A fine tuned EfficientNet-B0 convolutional neural network for accurate and efficient classification of apple leaf diseases

Abstract Precise classification and detection of apple diseases are essential for efficient crop management and maximizing yield. This paper presents a fine-tuned EfficientNet-B0 convolutional neural network (CNN) for the automated classification of apple leaf diseases. The model builds upon a pre-t...

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Bibliographic Details
Main Authors: Hassan Ali, Noora Shifa, Rachid Benlamri, Aitazaz A. Farooque, Raziq Yaqub
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Apple leaf diseases
EfficientNet-B0
Deep learning
CNN
Transfer learning
Fine-tuning
Online Access:https://doi.org/10.1038/s41598-025-04479-2
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