Sustainable deep vision systems for date fruit quality assessment using attention-enhanced deep learning models

IntroductionAccurate and automated fruit classification plays a vital role in modern agriculture but remains challenging due to the wide variability in fruit appearances.MethodsIn this study, we propose a novel approach to image classification by integrating a DenseNet121 model pre-trained on ImageN...

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Bibliographic Details
Main Authors: Esraa Hassan, Sarah Abu Ghazalah, Nora El-Rashidy, Tarek Abd El-Hafeez, Mahmoud Y. Shams
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Plant Science
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Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1521508/full
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