CyberHarem/stella_hoshii_girlsfrontline

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

# Dataset of stella_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline)

This is the dataset of stella_hoshii/ステラ・星井/史黛拉·星井 (Girls' Frontline), containing 82 images and their tags.

The core tags of this character are `animal_ears, cat_ears, long_hair, red_hair, red_eyes, drill_hair, breasts, artificial_eye, mechanical_eye, bangs, large_breasts`, 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 | 82 | 95.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 82 | 52.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 200 | 118.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 82 | 82.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 200 | 165.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/stella_hoshii_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/stella_hoshii_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, elbow_gloves, sleeveless_dress, solo, red_dress, black_gloves, black_thighhighs, looking_at_viewer, bracelet, bare_shoulders, blush, holding_smoking_pipe, kiseru, boots, hand_on_hip, medium_breasts, short_dress, zettai_ryouiki |
| 1 | 10 |  |  |  |  |  | 1girl, hetero, solo_focus, thighhighs, blush, 1boy, penis, cum_in_pussy, open_mouth, vaginal, colored_sclera, nipples, nude, spread_legs, testicles, uncensored, black_gloves, navel, sex_from_behind |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | elbow_gloves | sleeveless_dress | solo | red_dress | black_gloves | black_thighhighs | looking_at_viewer | bracelet | bare_shoulders | blush | holding_smoking_pipe | kiseru | boots | hand_on_hip | medium_breasts | short_dress | zettai_ryouiki | hetero | solo_focus | thighhighs | 1boy | penis | cum_in_pussy | open_mouth | vaginal | colored_sclera | nipples | nude | spread_legs | testicles | uncensored | navel | sex_from_behind |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------------------|:-------|:------------|:---------------|:-------------------|:--------------------|:-----------|:-----------------|:--------|:-----------------------|:---------|:--------|:--------------|:-----------------|:--------------|:-----------------|:---------|:-------------|:-------------|:-------|:--------|:---------------|:-------------|:----------|:-----------------|:----------|:-------|:--------------|:------------|:-------------|:--------|:------------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | 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

数据集名称

• 名称: stella_hoshii/ステラ・星井/史黛拉·星井 (Girls Frontline)

数据集内容

• 包含内容: 82张图像及其标签
• 核心标签: animal_ears, cat_ears, long_hair, red_hair, red_eyes, drill_hair, breasts, artificial_eye, mechanical_eye, bangs, large_breasts

数据集分类

• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小分类: n<1K

许可证

• 许可证: MIT

数据集包列表

名称	图像数量	大小	类型	描述
raw	82	95.71 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	82	52.46 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	200	118.63 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	82	82.77 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	200	165.66 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载示例

• 加载工具: waifuc

• 加载代码示例: python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  zip_file = hf_hub_download(repo_id=CyberHarem/stella_hoshii_girlsfrontline, repo_type=dataset, filename=dataset-raw.zip) dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir) source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

数据集标签聚类列表

原始文本版本

#	样本数量	图像示例	标签
0	11	多张图像	1girl, elbow_gloves, sleeveless_dress, solo, red_dress, black_gloves, black_thighhighs, looking_at_viewer, bracelet, bare_shoulders, blush, holding_smoking_pipe, kiseru, boots, hand_on_hip, medium_breasts, short_dress, zettai_ryouiki
1	10	多张图像	1girl, hetero, solo_focus, thighhighs, blush, 1boy, penis, cum_in_pussy, open_mouth, vaginal, colored_sclera, nipples, nude, spread_legs, testicles, uncensored, black_gloves, navel, sex_from_behind

表格版本

#	样本数量	图像示例	1girl	elbow_gloves	sleeveless_dress	solo	red_dress	black_gloves	black_thighhighs	looking_at_viewer	bracelet	bare_shoulders	blush	holding_smoking_pipe	kiseru	boots	hand_on_hip	medium_breasts	short_dress	zettai_ryouiki	hetero	solo_focus	thighhighs	1boy	penis	cum_in_pussy	open_mouth	vaginal	colored_sclera	nipples	nude	spread_legs	testicles	uncensored	navel	sex_from_behind
0	11	多张图像	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	10	多张图像	X					X					X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X