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August 1, 2026Artificial Intelligence in AgricultureOpen Access

PD-CLIP: A contrastive language-image pre-training framework for zero-shot fine-grained plant disease diagnosis

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PXPengyao XieXLXingjian LiWHWeilong He

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Xie et al. (2026) studied this question.

synapsesocial.com/papers/6a941e078e5b8037ce44005fhttps://doi.org/10.1016/j.aiia.2026.08.012
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