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Chuan-Ming Liu

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Open access 2026

A Lightweight Single-Token CNN-Transformer Architecture for Robust Multi-Crop Plant Disease Classification

A parameter-efficient hybrid deep learning architecture that combines DenseNet121 with a lightweight Vision Transformer (ViT) module that shows stable convergence behavior, a good precision-recall balance, and effective training behavior with various dataset sizes is presented.

Uswatun Hasanah, Chuan-Ming Liu, Ihsanul Azmi · 0 citations