Sorghum Disease Image Dataset

The dataset comprises 7167 JPEG images of Sorghum diseases, intended to support research in agricultural disease detection and plant pathology. Sorghum, a flowering plant in the grass family cultivated for its grain, faces various diseases that can impact crop yield and quality. The dataset includes images of five major diseases: Anthracnose and Red Rot, Cereal Grain Molds, Covered Kernel Smut, Head Smut, Loose Smut, and Rust, each characterized by distinct symptoms such as leaf spots, mold growth, and pustules on leaves and stems. This collection is valuable for plant pathologists, agricultural researchers, and machine learning practitioners aiming to develop automated disease detection models, as well as for educational purposes in plant sciences and agriculture.

搜集汇总

背景与挑战

背景概述

该数据集包含7167张高粱病害图像，涵盖五种主要病害，用于农业病害检测和植物病理学研究。数据集大小为1.28GB，采用CC BY 4.0许可，适合用于机器学习和教育目的。