OttoYu/TreeDiseases

---
task_categories:
- image-classification

---
# Tree-disease

### Languages

The BCP-47 code for the dataset's language is unk.

## Dataset Structure

### Data Instances

A sample from this dataset looks as follows:

```json
[
{
"image": "<259x194 RGB PIL image>",
"target": 1
},
{
"image": "<275x183 RGB PIL image>",
"target": 16
}
]
```

### Dataset Fields

The dataset has the following fields (also called "features"):

```json
{
"image": "Image(decode=True, id=None)",
"target": "ClassLabel(names=['Agrilus planipennis \u6241\u8c46', 'Annosum Root Rot \u756a\u8354\u679d\u6839\u8150\u75c5', 'Anthracnose \u70ad\u75bd\u75c5', 'Black knot (lethal disease) \u9ed1\u7d50\uff08\u81f4\u547d\u75be\u75c5\uff09', 'Dendroctonus micans \u96f2\u6749', 'Dieback \u67af\u6b7b', 'Diffuse cankers\\xa0\u7030\u6f2b\u6027\u6f70\u760d', 'Fusiform rust \u68ad\u5f62\u92b9\u75c5', 'Hardwood Leaf Diseases\u786c\u6728\u8449\u75c5', 'Hymenoscyphus fraxineus \u767d\u881f\u87ec', 'Leaf Blister \u8449\u6ce1', 'Leaf Spots \u8449\u6591', 'Littleleaf Disease \u5c0f\u8449\u75c5', 'Loblolly Pine Decline \u706b\u70ac\u677e\u8870\u843d', 'Needle Blights \u91dd\u8449\u67af\u75c5', 'Needle Rusts \u91dd\u8449\u92b9\u75c5', 'Powdery Mildew \u767d\u7c89\u75c5', 'Root rots \u6839\u8150\u75c5', 'Rots and Decays \u8150\u721b', 'Stem decays \u8396\u8150\u721b', 'Tar Spot \u7126\u6cb9\u6591', 'Wilts \u67af\u840e\u75c5'], id=None)"
}
```

### Dataset Splits

This dataset is split into a train and validation split. The split sizes are as follow:

| Split name | Num samples |
| ------------ | ------------------- |
| train | 105 |
| valid | 39 |

原始信息汇总

数据集概述

任务类别

• 图像分类

语言

• 数据集语言代码：unk

数据集结构

数据实例

• 示例数据包含图像和目标标签，例如： json [ { "image": "<259x194 RGB PIL image>", "target": 1 }, { "image": "<275x183 RGB PIL image>", "target": 16 } ]

数据集字段

• 包含以下字段： json { "image": "Image(decode=True, id=None)", "target": "ClassLabel(names=[Agrilus planipennis u6241u8c46, Annosum Root Rot u756au8354u679du6839u8150u75c5, Anthracnose u70adu75bdu75c5, Black knot (lethal disease) u9ed1u7d50uff08u81f4u547du75beu75c5uff09, Dendroctonus micans u96f2u6749, Dieback u67afu6b7b, Diffuse cankers\xa0u7030u6f2bu6027u6f70u760d, Fusiform rust u68adu5f62u92b9u75c5, Hardwood Leaf Diseasesu786cu6728u8449u75c5, Hymenoscyphus fraxineus u767du881fu87ec, Leaf Blister u8449u6ce1, Leaf Spots u8449u6591, Littleleaf Disease u5c0fu8449u75c5, Loblolly Pine Decline u706bu70acu677eu8870u843d, Needle Blights u91ddu8449u67afu75c5, Needle Rusts u91ddu8449u92b9u75c5, Powdery Mildew u767du7c89u75c5, Root rots u6839u8150u75c5, Rots and Decays u8150u721b, Stem decays u8396u8150u721b, Tar Spot u7126u6cb9u6591, Wilts u67afu840eu75c5], id=None)" }

数据集分割

• 数据集分为训练集和验证集，分割大小如下：

分割名称	样本数量
训练集	105
验证集	39