遇见数据集

LEAF DISEASE IMAGES

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Zenodo2025-06-10 更新2026-05-26 收录
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This dataset contains 8 distinct classes of crop leaf images representing common plant diseases, including Grey Leaf Spot in corn, Early and Late Blight in potato, Bacterial Blight and Brown Spot in rice, Early Blight in tomato, and Brown and Yellow Rust in wheat. The images were collected from open-source, publicly available datasets and curated for clarity, resolution, and class balance. Each image is labeled and organized into class-specific directories, suitable for direct use in supervised learning tasks. The dataset was used to train and evaluate a convolutional neural network (CNN) for multi-class classification of crop diseases, as presented in the accompanying research manuscript. The data supports further experimentation in image-based plant disease diagnostics, real-time mobile deployment, and treatment recommendation systems in precision agriculture. This resource may benefit researchers in computer vision, deep learning, plant pathology, and digital agriculture. **Contents:**- 8 folders (one per disease class)- 10,000+ high-resolution JPEG images- `README.md` with class mapping and usage guide

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Zenodo
创建时间:
2025-06-10
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