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Roney Nogueira de Sousa

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Open access Aug 2026

Reducing Complexity in Leaf Disease Classification Using a Lightweight Convolutional Neural Network

A lightweight Convolutional Neural Network model inspired by the MobileNet architecture, designed to classify various plant leaf diseases efficiently, is proposed, providing a robust, lightweight, and efficient tool for early disease detection, with the potential to enhance crop management and reduce economic losses in...

Roney Nogueira de Sousa, Saulo Anderson Freitas De Oliveria, P. Rebouças · 0 citations

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