A Durian Leaf Image Dataset of Common Diseases in Vietnam for Agricultural Diagnosis

The durian leaf disease dataset, collected in January 2025 from Binh Phuoc and Tien Giang provinces in Vietnam, comprises 2,595 images captured from various angles and weather conditions, including 484 healthy leaf images and 2,111 diseased leaf images, categorized into six classes: Leaf_Healthy (484 images, vibrant green, intact leaves), Leaf_Algal (462 images, brown, gray, or light green spots from algae), Leaf_Colletotrichum (400 images, dark brown leaf tips/edges with concentric lesions), Leaf_Phomopsis (411 images, pinhead-sized spots with yellow halos, progressing to crab-eye patterns), Leaf_Rhizoctonia (398 images, water-soaked lesions turning brown with web-like fungal filaments), and Leaf_Blight (440 images, symptoms from various or unidentified causes), all cropped to a square shape and resized to 400x400 pixels, facilitating processing and application in image analysis models, providing a valuable resource for plant disease research and practical use.本数据集为榴莲叶病害数据集，于2025年1月在越南平阳省（Binh Phuoc）与前江省（Tien Giang）采集完成。数据集共包含2595张采集自不同角度与多种天气条件下的叶片图像，其中健康叶片图像484张，病害叶片图像2111张。所有图像被划分为6个类别：1. 健康叶片（Leaf_Healthy）：共计484张，对应色泽鲜亮翠绿、完整无损的健康叶片；2. 藻斑病叶（Leaf_Algal）：共计462张，表现为藻类侵染所致的棕褐色、灰色或浅绿色斑点；3. 炭疽病叶（Leaf_Colletotrichum）：共计400张，症状为叶尖/叶缘呈深褐色，带有同心轮纹状病斑；4. 拟茎点霉病叶（Leaf_Phomopsis）：共计411张，初期表现为针头大小的斑点并带有黄色晕圈，后续会发展为蟹眼状病斑；5. 立枯丝核菌病叶（Leaf_Rhizoctonia）：共计398张，症状为水渍状病斑后转为褐色，并伴随蛛网状真菌菌丝；6. 叶枯病叶（Leaf_Blight）：共计440张，症状由多种病因或未知病因引发。所有图像均被裁剪为正方形，并统一调整至400×400像素尺寸，以方便图像分析模型的处理与应用，可为植物病害研究与实际应用提供宝贵的科研资源。

搜集汇总

背景与挑战

背景概述

该数据集包含2025年1月在越南平福省和前江省采集的2595张榴莲叶图像，涵盖健康叶片和5种常见病害类别，图像已统一处理为400x400像素，适用于植物病害研究和图像分析模型开发。数据集聚焦于农业诊断，为榴莲病害识别提供了标准化资源。