CyberHarem/fg42_girlsfrontline

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

# Dataset of fg42/FG42/FG42 (Girls' Frontline)

This is the dataset of fg42/FG42/FG42 (Girls' Frontline), containing 10 images and their tags.

The core tags of this character are `blonde_hair, hat, blue_eyes, bangs, garrison_cap, long_hair, medium_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 | 10 | 18.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fg42_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 10 | 7.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fg42_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 23 | 15.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fg42_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 10 | 14.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fg42_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 23 | 27.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fg42_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/fg42_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 | 10 |  |  |  |  |  | 1girl, solo, looking_at_viewer, white_gloves, black_pantyhose, blue_skirt, holding_gun, rifle, simple_background, standing, uniform, white_background, white_shirt, belt, black_necktie, blush, closed_mouth, full_body, pouch, short_sleeves |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | white_gloves | black_pantyhose | blue_skirt | holding_gun | rifle | simple_background | standing | uniform | white_background | white_shirt | belt | black_necktie | blush | closed_mouth | full_body | pouch | short_sleeves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:---------------|:------------------|:-------------|:--------------|:--------|:--------------------|:-----------|:----------|:-------------------|:--------------|:-------|:----------------|:--------|:---------------|:------------|:--------|:----------------|
| 0 | 10 |  |  |  |  |  | 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

数据集名称

Dataset of fg42/FG42/FG42 (Girls Frontline)

数据集描述

该数据集包含10张图像及其标签，主题为fg42/FG42/FG42（少女前线）。主要标签包括blonde_hair, hat, blue_eyes, bangs, garrison_cap, long_hair, medium_hair。

数据集大小

• 数据集大小类别：n<1K

数据集类型

• 任务类别：text-to-image
• 标签：art, not-for-all-audiences

数据集包列表

名称	图像数量	大小	类型	描述
raw	10	18.08 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	10	7.70 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	23	15.74 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	10	14.66 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	23	27.49 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	10						1girl, solo, looking_at_viewer, white_gloves, black_pantyhose, blue_skirt, holding_gun, rifle, simple_background, standing, uniform, white_background, white_shirt, belt, black_necktie, blush, closed_mouth, full_body, pouch, short_sleeves

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	solo	looking_at_viewer	white_gloves	black_pantyhose	blue_skirt	holding_gun	rifle	simple_background	standing	uniform	white_background	white_shirt	belt	black_necktie	blush	closed_mouth	full_body	pouch	short_sleeves
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X