CyberHarem/m1897_girlsfrontline

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

# Dataset of m1897/M1897/M1897 (Girls' Frontline)

This is the dataset of m1897/M1897/M1897 (Girls' Frontline), containing 21 images and their tags.

The core tags of this character are `blue_eyes, short_hair, blonde_hair, bangs`, 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 | 21 | 23.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1897_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 21 | 17.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1897_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 46 | 29.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1897_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 21 | 22.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1897_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 46 | 36.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/m1897_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/m1897_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 | 21 |  |  |  |  |  | 1girl, solo, gun, boots, gloves, open_mouth, looking_at_viewer, full_body, frills, thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | gun | boots | gloves | open_mouth | looking_at_viewer | full_body | frills | thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:------|:--------|:---------|:-------------|:--------------------|:------------|:---------|:-------------|
| 0 | 21 |  |  |  |  |  | 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

• m1897/M1897/M1897 (Girls Frontline)

数据集内容

• 包含21张图像及其标签。
• 核心标签包括 blue_eyes, short_hair, blonde_hair, bangs。

数据集来源

• 图像从多个网站爬取，如 danbooru, pixiv, zerochan 等。
• 自动爬虫系统由 DeepGHS Team 提供技术支持。

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	21	23.65 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素）。
800	21	17.03 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	46	29.56 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据集。
1200	21	22.92 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	46	36.84 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据集。

数据集使用

• 提供原始数据集（包含标记图像）供 waifuc 加载。

标签聚类结果

原始文本版本

#	样本数	图像示例	标签
0	21	至	1girl, solo, gun, boots, gloves, open_mouth, looking_at_viewer, full_body, frills, thighhighs

表格版本

#	样本数	图像示例	1girl	solo	gun	boots	gloves	open_mouth	looking_at_viewer	full_body	frills	thighhighs
0	21	至	X	X	X	X	X	X	X	X	X	X