Rice Leaf Bacterial and Fungal Disease Dataset

This is a rice leaf disease dataset: This data set contains an image dataset of eight different Bangladeshi rice leaf diseases—There are 1,701 original images in the entire collection. We gathered these photographs over a period of four months, from July 2023 to October 2023, from separate locations of Sirajganj and Pabna Zilla under a variety of outdoor lighting situations as well as inside lighting with acceptable backgrounds. The file also includes 5188 extra augmented photos. The data set contains eight rice leaf diseases,Bacterial Leaf Blight (Xanthomonas oryzae pv. oryzae), Brown Spot (Cochliobolus miyabeanus), Leaf scald (Microdochium oryzae), Narrow Brown Leaf Spot (Cercospora janseana), Rice Hispa (Dicladispa armigera), Sheath Blight (Rhizoctonia solani), Leaf Blast (Pyricularia oryzae) and Healthy Rice Leaf. This dataset will benefit researchers applying machine learning in several ways.本数据集为水稻叶片病害数据集：本数据集包含8种孟加拉国水稻叶片病害的图像数据集，整体原始图像共计1701张。本数据集的图像采集工作于2023年7月至2023年10月间开展，历时4个月，采集自锡拉杰甘杰（Sirajganj）与巴布纳（Pabna）县的多处独立地块，拍摄环境涵盖多种户外光照条件，以及背景合规的室内光照场景。本数据集还额外包含5188张经过增强处理的图像。本数据集涵盖8类水稻叶片病害样本与健康水稻叶片样本，具体包括：水稻白叶枯病（Bacterial Leaf Blight，病原菌：Xanthomonas oryzae pv. oryzae）、胡麻斑病（Brown Spot，病原菌：Cochliobolus miyabeanus）、稻叶灼病（Leaf scald，病原菌：Microdochium oryzae）、窄条褐斑病（Narrow Brown Leaf Spot，病原菌：Cercospora janseana）、稻铁甲为害状（Rice Hispa，害虫：Dicladispa armigera）、稻纹枯病（Sheath Blight，病原菌：Rhizoctonia solani）、稻叶瘟病（Leaf Blast，病原菌：Pyricularia oryzae）以及健康水稻叶片（Healthy Rice Leaf）。本数据集可为机器学习领域的研究人员提供多维度的研究支撑。

搜集汇总

背景与挑战

背景概述

这是一个水稻叶部病害图像数据集，包含8种不同病害的1,701张原图和5,188张增强图像，数据于2023年7月至10月在孟加拉国Sirajganj和Pabna地区采集，覆盖多种光照条件，适用于机器学习研究。