Aloe Vera Leaf Disease Detection Dataset
收藏NIAID Data Ecosystem2026-05-02 收录
下载链接:
https://data.mendeley.com/datasets/7w6t4zx33n
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资源简介:
#Description:
This dataset contains 2,500 images of Aloe vera leaves under various health conditions, including four specific diseases and a healthy state. It supports the development of machine learning models for automatic detection and classification of Aloe vera health conditions, aiding researchers, farmers, and agricultural technology specialists in enhancing plant health monitoring and early disease detection.
#Dataset Content:
The dataset includes images captured under varied conditions (lighting, backgrounds, growth stages) to enhance model accuracy. It is organized as follows:
Aloe Rust: 210 images
Anthracnose: 500 images
Leaf Spot: 500 images
SunBurn: 510 images
Healthy: 780 images
#Purpose:
This dataset is intended to support the development of machine learning models that can:
Automatically identify and classify Aloe vera leaf conditions, aiding in disease detection and plant health monitoring.
Assist farmers in reducing chemical use and improving crop yields through early disease detection.
Promote sustainable and efficient farming practices by improving resource management in Aloe vera cultivation.
创建时间:
2024-11-13



