CyberHarem/pk_girlsfrontline

---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of pk/PK/PK (Girls' Frontline)

This is the dataset of pk/PK/PK (Girls' Frontline), containing 59 images and their tags.

The core tags of this character are `long_hair, red_eyes, breasts, large_breasts, hair_ornament, very_long_hair, hair_over_one_eye, white_hair, bangs, bear_hair_ornament`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name | Images | Size | Download | Type | Description |
|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw | 59 | 79.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pk_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 59 | 42.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pk_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 149 | 92.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pk_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 59 | 70.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pk_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 149 | 133.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pk_girlsfrontline/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |

### Load Raw Dataset with Waifuc

We provide raw dataset (including tagged images) for [waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html) loading. If you need this, just run the following code

```python
import os
import zipfile

from huggingface_hub import hf_hub_download
from waifuc.source import LocalSource

# download raw archive file
zip_file = hf_hub_download(
repo_id='CyberHarem/pk_girlsfrontline',
repo_type='dataset',
filename='dataset-raw.zip',
)

# extract files to your directory
dataset_dir = 'dataset_dir'
os.makedirs(dataset_dir, exist_ok=True)
with zipfile.ZipFile(zip_file, 'r') as zf:
zf.extractall(dataset_dir)

# load the dataset with waifuc
source = LocalSource(dataset_dir)
for item in source:
print(item.image, item.meta['filename'], item.meta['tags'])
```

## List of Clusters

List of tag clustering result, maybe some outfits can be mined here.

### Raw Text Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | Tags |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 0 | 18 |  |  |  |  |  | 1girl, solo, looking_at_viewer, scarf, black_gloves, pantyhose, thighhighs, simple_background, thigh_boots, holding_gun, black_footwear, blush, grey_hair, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | scarf | black_gloves | pantyhose | thighhighs | simple_background | thigh_boots | holding_gun | black_footwear | blush | grey_hair | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:---------------|:------------|:-------------|:--------------------|:--------------|:--------------|:-----------------|:--------|:------------|:-------------------|
| 0 | 18 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

• Dataset of pk/PK/PK (Girls Frontline)

数据集内容

• 包含59张图像及其标签。
• 核心标签包括：long_hair, red_eyes, breasts, large_breasts, hair_ornament, very_long_hair, hair_over_one_eye, white_hair, bangs, bear_hair_ornament。

数据集来源

• 图像从多个网站爬取，如danbooru、pixiv、zerochan等。
• 自动爬虫系统由DeepGHS Team提供。

数据集版本

原始数据

• 名称: raw
• 图像数量: 59
• 大小: 79.03 MiB
• 下载链接: Download
• 类型: Waifuc-Raw
• 描述: 包含元信息的原始数据，最小边对齐至1400像素（如果更大）。

800像素版本

• 名称: 800
• 图像数量: 59
• 大小: 42.50 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 短边不超过800像素的图像数据集。

阶段3-p480-800版本

• 名称: stage3-p480-800
• 图像数量: 149
• 大小: 92.97 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 三阶段裁剪数据集，区域不小于480x480像素。

1200像素版本

• 名称: 1200
• 图像数量: 59
• 大小: 70.05 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 短边不超过1200像素的图像数据集。

阶段3-p480-1200版本

• 名称: stage3-p480-1200
• 图像数量: 149
• 大小: 133.70 MiB
• 下载链接: Download
• 类型: IMG+TXT
• 描述: 三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 提供原始数据集加载示例，适用于waifuc。

数据集标签聚类

• 提供标签聚类结果，可能包含可挖掘的服装信息。

聚类示例

• 样本数量: 18
• 标签: 1girl, solo, looking_at_viewer, scarf, black_gloves, pantyhose, thighhighs, simple_background, thigh_boots, holding_gun, black_footwear, blush, grey_hair, white_background