Real time weed identification with enhanced mobilevit model for mobile devices

Abstract Deep learning model optimization have notably enhanced weed identification accuracy. However, there is a short-fall in detailed research on optimizing models for weed identification with images from mobile embedded systems. Also, existing methods generally use large, slow multi-layer convol...

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Bibliographic Details
Main Authors: Xiaoyan Liu, Qingru Sui, Zhihui Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-12036-0
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