Research on agricultural disease recognition methods based on very large Kernel convolutional network-RepLKNet

Abstract Agricultural diseases pose significant challenges to plant production. With the rapid advancement of deep learning, the accuracy and efficiency of plant disease identification have substantially improved. However, conventional convolutional neural networks that rely on multi-layer small-ker...

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Bibliographic Details
Main Authors: Guoquan Pei, Xueying Qian, Bing Zhou, Zigao Liu, Wendou Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-01553-7
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