Deep learning-based disease detection in potato and mango leaves: a comparative study of CNN, AlexNet, ResNet, and EfficientNet

Abstract Timely and precise detection of diseases on plants is crucial for minimizing losses during crop production in order to sustain food supply demands worldwide. In this work, deep learning (DL) was used to develop an automatic disease identification system for the leaves of potato and mango pl...

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Principais autores:	Utkarsh Mishra, Ansh Pandey, Logeswari G, Tamilarasi K
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2025-12-01
Serija:	Scientific Reports
Teme:	Deep learning CNN Plant disease classification EfficientNet AlexNet ResNet
Online dostop:	https://doi.org/10.1038/s41598-025-32607-5
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