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randall-lab/beans

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Hugging Face2025-03-23 更新2025-04-26 收录
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资源简介:
Beans数据集包含1296张豆类植物叶片的图片,分为三个类别:健康、角叶斑病和豆锈病。这些图片由乌干达的Makerere AI Lab和国家作物资源研究所合作收集,并由农业专家在数据收集期间进行注释。该数据集旨在用于植物病害分类,并可用于开发基于移动设备的农业诊断机器学习模型。

The Beans dataset contains 1,296 images of bean plant leaves, categorized into three classes: Healthy, Angular Leaf Spot (disease), and Bean Rust (disease). The images were collected in Ugandan fields by the Makerere AI Lab in collaboration with the National Crops Resources Research Institute (NaCRRI), and each image was annotated by agricultural experts during data collection. The dataset is intended for plant disease classification and can be used to develop machine learning models for mobile-based agricultural diagnostics.
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