Apple Tree Leaf Disease Segmentation Dataset

All the pictures of apple leaf diseases were collected from four different apple experimental demonstration stations of Northwest University of agriculture and forestry science and technology in Northwest China. These images were taken using glory V10 mobile phone. Apple leaf images with different degrees of disease were taken in the laboratory (about 51.9%) and the real cultivation field (about 48.1%), under different weather conditions and at different times of the day. These diseases include alternating leaf spot, gray spot, brown spot and rust.

本数据集内所有苹果叶部病害图像，均采集自中国西北地区的西北农林科技大学（Northwest University of Agriculture and Forestry Science and Technology）下属的4座苹果试验示范站。所有图像均通过荣耀V10手机拍摄完成。采集的图像涵盖不同病害程度的苹果叶片，其中51.9%的图像拍摄于实验室环境，剩余48.1%拍摄于实际种植大田，拍摄过程覆盖了多样天气条件与一日内的不同时段。该数据集涉及的病害类型包括斑点落叶病（Alternaria Leaf Spot）、灰斑病、褐斑病以及锈病。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于苹果树叶病害语义分割研究的图像数据集，包含多种病害类型的叶片图像，采集自实验室和实际栽培环境，适用于深度学习应用。