CyberHarem/m590_girlsfrontline

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

# Dataset of m590/M590/M590 (Girls' Frontline)

This is the dataset of m590/M590/M590 (Girls' Frontline), containing 70 images and their tags.

The core tags of this character are `long_hair, breasts, hair_ornament, yellow_eyes, hairclip, dark-skinned_female, dark_skin, white_hair, bangs, large_breasts, hair_between_eyes`, 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 | 70 | 87.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m590_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 70 | 47.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m590_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 166 | 101.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m590_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 70 | 75.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m590_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 166 | 147.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m590_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/m590_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 | 12 |  |  |  |  |  | 1girl, solo, black_gloves, holding_gun, closed_mouth, white_background, armband, skirt, jacket, looking_at_viewer, pantyhose, shotgun_shell, simple_background, upper_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | black_gloves | holding_gun | closed_mouth | white_background | armband | skirt | jacket | looking_at_viewer | pantyhose | shotgun_shell | simple_background | upper_body |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:--------------|:---------------|:-------------------|:----------|:--------|:---------|:--------------------|:------------|:----------------|:--------------------|:-------------|
| 0 | 12 |  |  |  |  |  | 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

基本信息

• 名称: m590/M590/M590 (Girls Frontline)
• 包含内容: 70张图像及其标签
• 核心标签: long_hair, breasts, hair_ornament, yellow_eyes, hairclip, dark-skinned_female, dark_skin, white_hair, bangs, large_breasts, hair_between_eyes
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图像数量	大小	类型	描述
raw	70	87.43 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	70	47.79 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	166	101.27 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	70	75.96 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	166	147.03 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

  download raw archive file

  zip_file = hf_hub_download( repo_id=CyberHarem/m590_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])

标签聚类列表

• 示例:
  • 样本数量: 12
  • 标签: 1girl, solo, black_gloves, holding_gun, closed_mouth, white_background, armband, skirt, jacket, looking_at_viewer, pantyhose, shotgun_shell, simple_background, upper_body