Shypd.aiThe largest open index of AI toolsPlantVillage-Dataset is an open-source dataset that provides 54,306 images of healthy and diseased plant leaves across 14 crop species. It is designed to advance research in automated plant disease diagnosis and can be easily accessed via Hugging Face.
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The PlantVillage Dataset is an open-access repository featuring 54,306 images of healthy and diseased plant leaves, covering 14 crop species and 26 diseases. This makes it one of the largest publicly available datasets for computer vision in agriculture. Introduced in the paper "Using Deep Learning for Image-Based Plant Disease Detection" by Mohanty et al. (2016), its primary goal is to facilitate the development of smartphone-based disease diagnosis systems to assist farmers globally in safeguarding their yields. The dataset is easily accessible via the Hugging Face Hub, offering pre-defined 80/20 train/test splits that respect leaf grouping logic to prevent data leakage. It includes raw image data in color, grayscale, and segmented versions, along with metadata for leaf grouping and data generation scripts.
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