Jackfruit tree and leaf disease detection using machine learning

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

数据集概述：
本数据集包含菠萝蜜树及叶片的图像，并被划分为五个不同的疾病类别：

1. 新鲜叶片（Fresh leaf）：健康无病的叶片。
2. 红锈病叶片（Red Rust leaf）：由藻类或真菌Cephaleuros sp.引起，侵染叶片、嫩枝、花朵和新梢，形成红色斑点。
3. 斑点病（Spot disease）：菠萝蜜叶斑病由多种真菌引起，包括Colletotrichum orbiculare、Phyllosticta artocarpi、Septoria artocarpi和Botryodiplodia theobromae。
4. 健康树（Fresh tree）：健康无病的树木。
5. 流胶病（Gummosis disease）：由真菌Phomopsis atrocarpi、环境胁迫及机械损伤引起。

#数据集细分：
健康叶片：357张图像
红锈病：308张图像
斑点病：231张图像
健康树：336张图像
流胶病：119张图像