PlantVillage

该数据集包含了不同类别下健康和患病植物叶片的图像。每张图像均为256x256像素的RGB格式。整个数据集规模达到20,600张叶片图像，这些图像被分为15个不同的类别。该数据集的任务是对这些图像进行分类。

This dataset comprises RGB-format leaf images of both healthy and diseased plants across various categories. Each image has a resolution of 256×256 pixels. The entire dataset consists of 20,600 leaf images, which are divided into 15 distinct classes. The task of this dataset is image classification.

搜集汇总

背景与挑战

背景概述

PlantVillage数据集包含39类植物叶片和背景图像，共计61,486张图片，采用6种数据增强技术扩充数据，主要用于植物叶片病害识别和深度学习研究。