CyberHarem/m14_girlsfrontline

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

# Dataset of m14/M14/M14 (Girls' Frontline)

This is the dataset of m14/M14/M14 (Girls' Frontline), containing 198 images and their tags.

The core tags of this character are `brown_hair, long_hair, twintails, yellow_eyes, breasts, antenna_hair, bangs, ribbon, hair_ribbon`, 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 | 198 | 229.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m14_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 198 | 131.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m14_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 507 | 292.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m14_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 198 | 204.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m14_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 507 | 402.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m14_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/m14_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 | 22 |  |  |  |  |  | 1girl, skirt, solo, battle_rifle, white_thighhighs, looking_at_viewer, smile, holding_weapon, multicolored_hair, white_background, blush, shoes, sitting |
| 1 | 17 |  |  |  |  |  | 1girl, solo, looking_at_viewer, pleated_skirt, simple_background, blush, long_sleeves, multicolored_hair, smile, blue_skirt, white_background, white_thighhighs, jacket, medium_breasts, very_long_hair, collarbone, black_skirt, ahoge, full_body, sailor_collar, white_shirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | skirt | solo | battle_rifle | white_thighhighs | looking_at_viewer | smile | holding_weapon | multicolored_hair | white_background | blush | shoes | sitting | pleated_skirt | simple_background | long_sleeves | blue_skirt | jacket | medium_breasts | very_long_hair | collarbone | black_skirt | ahoge | full_body | sailor_collar | white_shirt |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:---------------|:-------------------|:--------------------|:--------|:-----------------|:--------------------|:-------------------|:--------|:--------|:----------|:----------------|:--------------------|:---------------|:-------------|:---------|:-----------------|:-----------------|:-------------|:--------------|:--------|:------------|:----------------|:--------------|
| 0 | 22 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 1 | 17 |  |  |  |  |  | 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

数据集名称

• 名称: m14/M14/M14 (Girls Frontline)

数据集内容

• 描述: 包含198张图像及其标签。
• 核心标签: 包括brown_hair, long_hair, twintails, yellow_eyes, breasts, antenna_hair, bangs, ribbon, hair_ribbon。

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬取系统: 由DeepGHS Team开发。

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	198	229.85 MiB	下载	Waifuc-Raw	包含元信息的原始数据（较大边对齐至1400像素）。
800	198	131.99 MiB	下载	IMG+TXT	短边不超过800像素的图像数据。
stage3-p480-800	507	292.57 MiB	下载	IMG+TXT	面积不小于480x480像素的三阶段裁剪数据。
1200	198	204.27 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据。
stage3-p480-1200	507	402.58 MiB	下载	IMG+TXT	面积不小于480x480像素的三阶段裁剪数据。

数据集使用

• 加载工具: 使用waifuc加载原始数据集。

标签聚类结果

原始文本版本

#	样本数	图像示例	标签
0	22		1girl, skirt, solo, battle_rifle, white_thighhighs, looking_at_viewer, smile, holding_weapon, multicolored_hair, white_background, blush, shoes, sitting
1	17		1girl, solo, looking_at_viewer, pleated_skirt, simple_background, blush, long_sleeves, multicolored_hair, smile, blue_skirt, white_background, white_thighhighs, jacket, medium_breasts, very_long_hair, collarbone, black_skirt, ahoge, full_body, sailor_collar, white_shirt

表格版本

#	样本数	图像示例	1girl	skirt	solo	battle_rifle	white_thighhighs	looking_at_viewer	smile	holding_weapon	multicolored_hair	white_background	blush	shoes	sitting	pleated_skirt	simple_background	long_sleeves	blue_skirt	jacket	medium_breasts	very_long_hair	collarbone	black_skirt	ahoge	full_body	sailor_collar	white_shirt
0	22		X	X	X	X	X	X	X	X	X	X	X	X	X
1	17		X		X		X	X	X		X	X	X			X	X	X	X	X	X	X	X	X	X	X	X	X