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Xin-Zhang Li

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#small language model Open access Sep 2026

VSF: A Multimodal Few-Shot Plant Disease Recognition Method in Agricultural Scenarios

Identifying plant diseases presents challenges like small sample sizes, imbalanced classes, and intricate background noise, which constrain the generalizability and resilience of conventional deep learning methods that rely on single-modal images. To overcome these limitations, this study introduces a novel approach fo...

Hou-Kui Zhou, Xin-Zhang Li, Yuan Nie et al. · 0 citations

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