Jackfruit tree and leaf disease detection using machine learning
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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



