CyberHarem/cx4_storm_girlsfrontline

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

# Dataset of cx4_storm/Cx4ストーム/Cx4风暴 (Girls' Frontline)

This is the dataset of cx4_storm/Cx4ストーム/Cx4风暴 (Girls' Frontline), containing 15 images and their tags.

The core tags of this character are `black_hair, long_hair, bow, breasts, red_eyes, hair_bow, red_bow, very_long_hair`, 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 | 15 | 15.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cx4_storm_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 15 | 9.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cx4_storm_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 33 | 18.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cx4_storm_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 15 | 13.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cx4_storm_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 33 | 24.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cx4_storm_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/cx4_storm_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 | 15 |  |  |  |  |  | 1girl, solo, looking_at_viewer, blush, navel, open_mouth, simple_background, black_panties, black_thighhighs, garter_straps, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | blush | navel | open_mouth | simple_background | black_panties | black_thighhighs | garter_straps | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------|:-------------|:--------------------|:----------------|:-------------------|:----------------|:-------------------|
| 0 | 15 |  |  |  |  |  | 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 cx4_storm/Cx4ストーム/Cx4风暴 (Girls Frontline)

数据集描述

该数据集包含15张图片及其标签，主题为cx4_storm/Cx4ストーム/Cx4风暴（Girls Frontline）。

核心标签

• black_hair
• long_hair
• bow
• breasts
• red_eyes
• hair_bow
• red_bow
• very_long_hair

数据集包列表

名称	图片数量	大小	类型	描述
raw	15	15.15 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
800	15	9.62 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	33	18.42 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	15	13.45 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	33	24.64 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	图片1	图片2	图片3	图片4	图片5	标签
0	15						1girl, solo, looking_at_viewer, blush, navel, open_mouth, simple_background, black_panties, black_thighhighs, garter_straps, white_background

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	solo	looking_at_viewer	blush	navel	open_mouth	simple_background	black_panties	black_thighhighs	garter_straps	white_background
0	15						X	X	X	X	X	X	X	X	X	X	X