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LeafSightX: an explainable attention-enhanced CNN fusion model for apple leaf disease identification

The rapid and precise identification of apple leaf diseases is crucial for minimizing yield loss in precision agriculture. However, many existing deep learning methods struggle to be applicable in real-world settings, are not easily interpretable, and often lack sufficient statistical validation. To...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Md. Ehsanul Haque, Fahmid Al Farid, Md. Kamrul Siam, Md. Nurul Absur, Jia Uddin, Hezerul Abdul Karim
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Frontiers Media S.A. 2026-01-01
Rangatū:Frontiers in Artificial Intelligence
Ngā marau:
Urunga tuihono:https://www.frontiersin.org/articles/10.3389/frai.2025.1689865/full
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