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AI system spots pest damage on corn leaves faster and more accurately

OpenAlex · 2026-07-10

Researchers improved an AI vision system to automatically detect and classify pest damage on corn leaves from photos, achieving higher accuracy than previous methods. This could help farmers catch infestations earlier and reduce crop losses.

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The improved Faster R-CNN model detected pest-induced corn leaf damage with higher accuracy than the baseline version

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The system can distinguish between different types of pest damage directly from leaf images

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Modifications to the standard architecture improved detection performance on this agricultural task

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