CyberHarem/pzb39_girlsfrontline

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

# Dataset of pzb39/PzB39/PzB39 (Girls' Frontline)

This is the dataset of pzb39/PzB39/PzB39 (Girls' Frontline), containing 11 images and their tags.

The core tags of this character are `black_hair, breasts, long_hair, bangs, red_eyes, very_long_hair, hat`, 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 | 11 | 12.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pzb39_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 11 | 7.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pzb39_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 19 | 12.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pzb39_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 11 | 10.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pzb39_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 19 | 18.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pzb39_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/pzb39_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 | 11 |  |  |  |  |  | 1girl, looking_at_viewer, solo, gloves, holding, smile, simple_background, white_background, arm_tattoo, bare_shoulders, black_jacket, black_necktie, black_pants, closed_mouth, ground_vehicle, gun, headwear_removed, long_sleeves, motorcycle, red_choker, uniform |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | gloves | holding | smile | simple_background | white_background | arm_tattoo | bare_shoulders | black_jacket | black_necktie | black_pants | closed_mouth | ground_vehicle | gun | headwear_removed | long_sleeves | motorcycle | red_choker | uniform |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:---------|:----------|:--------|:--------------------|:-------------------|:-------------|:-----------------|:---------------|:----------------|:--------------|:---------------|:-----------------|:------|:-------------------|:---------------|:-------------|:-------------|:----------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | 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

数据集信息

• 名称: Dataset of pzb39/PzB39/PzB39 (Girls Frontline)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 11张
• 核心标签: black_hair, breasts, long_hair, bangs, red_eyes, very_long_hair, hat

数据集包列表

名称	图像数量	大小	类型	描述
raw	11	12.59 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）
800	11	7.40 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	19	12.20 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	11	10.79 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	19	18.66 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

标签聚类结果

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	11						1girl, looking_at_viewer, solo, gloves, holding, smile, simple_background, white_background, arm_tattoo, bare_shoulders, black_jacket, black_necktie, black_pants, closed_mouth, ground_vehicle, gun, headwear_removed, long_sleeves, motorcycle, red_choker, uniform

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	looking_at_viewer	solo	gloves	holding	smile	simple_background	white_background	arm_tattoo	bare_shoulders	black_jacket	black_necktie	black_pants	closed_mouth	ground_vehicle	gun	headwear_removed	long_sleeves	motorcycle	red_choker	uniform
0	11						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X