Tomato Leaf Disease Dataset

This dataset consists of images of tomato leaves affected by various diseases. The data is organized into multiple folders, each corresponding to a different disease affecting tomato leaves. The images were collected under various conditions and are intended for use in training machine learning models for disease detection and classification.

This dataset comprises images of tomato leaves categorized into different folders based on the specific disease affecting them. The folders include:

1. Tomato_healthy: Healthy tomato leaves without any signs of disease.
2. Bacterial_spot: Leaves affected by bacterial spot disease.
3. Early_blight: Leaves showing symptoms of early blight.
4. Late_blight: Leaves with signs of late blight.
5. Leaf_Mold: Tomato leaves affected by leaf mold.
6. Septoria_leaf_spot: Leaves showing septoria leaf spot disease.
7. Spider_mites_Two-spotted_spider_mite: Leaves infested with two-spotted spider mites.
8. Tomato_mosaic_virus: Leaves infected with tomato mosaic virus.
9. Target_Spot: Leaves showing target spot disease.
10. Tomato_Yellow_Leaf_Curl_Virus: Leaves affected by tomato yellow leaf curl virus

本数据集由受多种病害影响的番茄叶片图像组成。数据经过精心组织，分为多个文件夹，每个文件夹对应番茄叶片受不同病害影响的特定类型。图像采集于多种条件下，旨在用于训练机器学习模型以实现病害检测与分类。

该数据集包含的图像根据番茄叶片所受特定病害分为不同的文件夹，具体如下：

1. Tomato_healthy：无病害症状的健康番茄叶片。
2. Bacterial_spot：受细菌斑点病影响的叶片。
3. Early_blight：呈现早疫病症状的叶片。
4. Late_blight：显示晚疫病迹象的叶片。
5. Leaf_Mold：受叶霉病影响的番茄叶片。
6. Septoria_leaf_spot：呈现叶点病的叶片。
7. Spider_mites_Two-spotted_spider_mite：受两点叶螨侵害的叶片。
8. Tomato_mosaic_virus：受番茄花叶病毒感染的叶片。
9. Target_Spot：呈现靶斑病的叶片。
10. Tomato_Yellow_Leaf_Curl_Virus：受番茄黄叶卷曲病毒影响的叶片。

搜集汇总

背景与挑战

背景概述

该数据集是一个用于番茄叶片疾病检测和分类的图像数据集，包含健康叶片和9种常见疾病类别的图像，按文件夹组织，总大小为637 MB。数据集旨在支持机器学习模型的训练，适用于农业和植物健康研究领域，发布于2024年8月，遵循开放许可协议。