clash-of-clans-object-detection

<div align="center">
<img width="640" alt="keremberke/clash-of-clans-object-detection" src="https://huggingface.co/datasets/keremberke/clash-of-clans-object-detection/resolve/main/thumbnail.jpg">
</div>

### Dataset Labels

```
['ad', 'airsweeper', 'bombtower', 'canon', 'clancastle', 'eagle', 'inferno', 'kingpad', 'mortar', 'queenpad', 'rcpad', 'scattershot', 'th13', 'wardenpad', 'wizztower', 'xbow']
```

### Number of Images

```json
{'train': 88, 'test': 13, 'valid': 24}
```

### How to Use

- Install [datasets](https://pypi.org/project/datasets/):

```bash
pip install datasets
```

- Load the dataset:

```python
from datasets import load_dataset

ds = load_dataset("keremberke/clash-of-clans-object-detection", name="full")
example = ds['train'][0]
```

### Roboflow Dataset Page
[https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y/dataset/5](https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y/dataset/5?ref=roboflow2huggingface?ref=roboflow2huggingface)

### Citation

```
@misc{ clash-of-clans-vop4y_dataset,
title = { Clash of Clans Dataset },
type = { Open Source Dataset },
author = { Find This Base },
howpublished = { \\url{ https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y } },
url = { https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { feb },
note = { visited on 2023-01-18 },
}
```

### License
CC BY 4.0

### Dataset Summary
This dataset was exported via roboflow.ai on March 30, 2022 at 4:31 PM GMT

It includes 125 images.
CoC are annotated in COCO format.

The following pre-processing was applied to each image:
* Auto-orientation of pixel data (with EXIF-orientation stripping)
* Resize to 1920x1920 (Fit (black edges))

No image augmentation techniques were applied.

<div align="center">
<img width="640" alt="keremberke/clash-of-clans-object-detection" src="https://huggingface.co/datasets/keremberke/clash-of-clans-object-detection/resolve/main/thumbnail.jpg">
</div>

### 数据集标签

['ad（防空炮）', 'airsweeper（空中清道夫）', 'bombtower（炸弹塔）', 'canon（加农炮）', 'clancastle（部落城堡）', 'eagle（天鹰火炮）', 'inferno（地狱塔）', 'kingpad（蛮王祭坛）', 'mortar（迫击炮）', 'queenpad（女王祭坛）', 'rcpad（猎手祭坛）', 'scattershot（多重加农炮）', 'th13（13本大本营）', 'wardenpad（大守护者祭坛）', 'wizztower（法师塔）', 'xbow（X连弩）']

### 图像数量
json
{'train': 88, 'test': 13, 'valid': 24}

> 注：该数据集训练集含88张图像，测试集13张，验证集24张，总计125张。

### 使用方法
- 安装[datasets](https://pypi.org/project/datasets/)库：
bash
pip install datasets

- 加载数据集：
python
from datasets import load_dataset

ds = load_dataset("keremberke/clash-of-clans-object-detection", name="full")
example = ds['train'][0]

### Roboflow数据集页面
[https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y/dataset/5](https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y/dataset/5?ref=roboflow2huggingface?ref=roboflow2huggingface)

### 引用格式
bibtex
@misc{ clash-of-clans-vop4y_dataset,
title = { 部落冲突数据集 },
type = { 开源数据集 },
author = { Find This Base },
howpublished = { url{ https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y } },
url = { https://universe.roboflow.com/find-this-base/clash-of-clans-vop4y },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2022 },
month = { 2月 },
note = { 于2023年1月18日访问 },
}

### 许可证
CC BY 4.0（知识共享署名4.0国际许可协议）

### 数据集概述
本数据集于2022年3月30日格林尼治标准时间下午4点31分通过roboflow.ai导出，总计包含125张图像。
部落冲突（Clash of Clans，简称CoC）相关目标采用COCO格式进行标注。
已对每张图像应用以下预处理操作：
* 自动调整像素数据方向（去除EXIF方向信息）
* 将图像尺寸调整为1920×1920（保留画幅比例，添加黑边填充）
未应用任何图像增强技术。