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K-Kotagiri (NRB) Avocado Leaf DataSet

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NIAID Data Ecosystem2026-05-02 收录
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https://data.mendeley.com/datasets/6zy6wxhf2v
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资源简介:
The Avocado Image Dataset consists of 435 raw images showcasing both healthy and disease-infected avocados, with 216 images depicting avocados affected by various diseases and 219 images representing healthy specimens. Prior to annotation, the dataset underwent a splitting process with a ratio of 7:2:1 for training, validation, and testing respectively. Post-processing, all images were resized to 224x224 pixels. Annotation techniques, including vertical flipping, 90-degree rotation, and shearing, were exclusively applied during the training phase to enhance dataset diversity. The augmented dataset distribution across training, validation, and testing sets is outlined, showcasing a balanced representation of both healthy and diseased avocado images.

牛油果图像数据集(Avocado Image Dataset)共包含435张原始图像,涵盖健康与病害侵染两类牛油果样本,其中216张为受多种病害影响的染病牛油果图像,219张为健康牛油果样本图像。标注前,该数据集已按7:2:1的比例划分为训练集、验证集与测试集;后处理阶段中,所有图像均被统一调整至224×224像素尺寸。为提升数据集多样性,仅在训练阶段应用了包括垂直翻转、90度旋转与剪切变换在内的数据增强手段。增强后的数据集在训练集、验证集与测试集的分布情况已明确说明,两类样本在各子集内均保持均衡的占比。
创建时间:
2024-05-31
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