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Deep learning model to detect plant diseases from leaf images using CNNs and the PlantVillage dataset. Helps improve early crop disease diagnosis for agriculture and sustainability.

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PeteVanBenthuysen/LeafLens

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Leaf Lens: AI-Powered Plant Health Diagnosis

This project leverages deep learning to predict plant health from images of leaves. By training a CNN on real-world agricultural data, the model can identify a wide range of plant diseases or confirm healthy crops. Our goal is to make rapid, affordable crop diagnostics accessible — supporting farmers, food security, and sustainable agriculture through technology.

  • Bonus: Visualization tools show exactly where the model "looks" when making decision

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Deep learning model to detect plant diseases from leaf images using CNNs and the PlantVillage dataset. Helps improve early crop disease diagnosis for agriculture and sustainability.

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