CyberHarem/acr_girlsfrontline

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

# Dataset of acr/ACR/ACR (Girls' Frontline)

This is the dataset of acr/ACR/ACR (Girls' Frontline), containing 22 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, hair_ornament, bangs, ahoge, short_hair, hairclip, mole, mole_under_eye, 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 | 22 | 27.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/acr_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 22 | 18.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/acr_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 45 | 31.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/acr_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 22 | 25.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/acr_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 45 | 40.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/acr_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/acr_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, solo, looking_at_viewer, closed_mouth, jacket, assault_rifle, black_gloves, holding_gun |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | closed_mouth | jacket | assault_rifle | black_gloves | holding_gun |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:---------------|:---------|:----------------|:---------------|:--------------|
| 0 | 22 |  |  |  |  |  | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述：acr/ACR/ACR (Girls Frontline)

数据集基本信息

• 许可: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适合所有观众
• 大小类别: 小于1K

数据集内容

• 包含: 22张图像及其标签
• 核心标签: 金发, 蓝眼睛, 发饰, 刘海, 呆毛, 短发, 发夹, 痣, 眼下痣, 胸部

数据来源

• 采集自: 多个网站（如danbooru, pixiv, zerochan等）
• 采集系统: 由DeepGHS Team提供技术支持

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	22	27.55 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
800	22	18.96 MiB	下载	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	45	31.30 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	22	25.38 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	45	40.29 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载

• 加载工具: waifuc
• 加载代码示例: 提供Python代码用于下载和加载原始数据集

标签聚类结果

• 样本数量: 22
• 标签示例: 1girl, solo, looking_at_viewer, closed_mouth, jacket, assault_rifle, black_gloves, holding_gun
• 示例图像: 5张图像展示标签聚类结果