YOLO-LeafNet: a robust deep learning framework for multispecies plant disease detection with data augmentation

Abstract Plant diseases significantly harm crops, resulting in significant economic losses across the globe. In order to reduce the harm that these diseases produce, plant diseases must be diagnosed accurately and timely manner. In this work, a YOLO-LeafNet approach is proposed for detecting disease...

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Bibliographic Details
Main Authors: Ramanjot Kaur, Usha Mittal, Ankita Wadhawan, Ahmad Almogren, Jimmy Singla, Salil Bharany, Seada Hussen, Ateeq Ur Rehman, Asma A. Al-Huqail
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-14021-z
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