Jackfruit tree and leaf disease detection using machine learning
收藏doi.org2025-01-21 收录
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http://doi.org/10.17632/csgnp6n4jj.1
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资源简介：
Dataset overview:
This dataset contains images of Jackfruit tree and leaves, and has been classified into five distinct disease categories :
1. Fresh leaf : Healthy, non-diseased leaves.
2. Red Rust leaf : Caused by Algae or Fungus Cephaleuros sp.Attacks leaves, twigs, flowers and shoots to form red spots.
3. Spot disease : Leaf spot in jackfruit is caused by a number of fungi, including : Colletotrichum orbiculare, Phyllosticta artocarpina, Septoria artocarpi, and Botryodiplodia theobromae.
4. Fresh tree : Healthy, non-diseased trees.
5. Gummosis disease : Caused by Phomopsis atrocarpi, Environment stress, Mechanical injury.
#Dataset Breakdown:
Healthy Leaf : 357 images
Red Rust : 308 images
Spot Disease : 231 images
Healthy tree: 336 images
Gummosis disease: 119 images
数据集概览：本数据集收录了芒果树及其叶片的图像，并已按照五种独特的疾病类别进行分类：
1. 新鲜叶片：健康、无病害的叶片。
2. 红锈叶片：由藻类或真菌Cephaleuros sp.引起，攻击叶片、枝条、花朵和嫩芽，形成红色斑点。
3. 斑点病：芒果叶片斑点病由多种真菌引起，包括Colletotrichum orbiculare、Phyllosticta artocarpina、Septoria artocarpi和Botryodiplodia theobromae。
4. 新鲜树木：健康、无病害的树木。
5. 漏脂病：由Phomopsis atrocarpi引起，环境胁迫、机械损伤所致。
#数据集细分：
健康叶片：357幅图像
红锈：308幅图像
斑点病：231幅图像
健康树木：336幅图像
漏脂病：119幅图像
提供机构：
Mendeley Data
