CyberHarem/aug_girlsfrontline

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

# Dataset of aug/AUG/AUG (Girls' Frontline)

This is the dataset of aug/AUG/AUG (Girls' Frontline), containing 81 images and their tags.

The core tags of this character are `long_hair, hair_ornament, hair_flower, yellow_eyes, bangs, breasts, hair_ribbon, ribbon, medium_breasts, blonde_hair, orange_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 | 81 | 117.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 81 | 58.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 188 | 122.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 81 | 101.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 188 | 185.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_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/aug_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 | 11 |  |  |  |  |  | 1girl, flower, looking_at_viewer, solo, black_dress, closed_mouth, simple_background, collarbone, white_background, cleavage, black_gloves, mole_under_eye, upper_body |
| 1 | 8 |  |  |  |  |  | 1girl, black_gloves, bullpup, flower, holding_gun, solo, assault_rifle, black_dress, closed_mouth, looking_at_viewer, white_background, simple_background, cleavage, collarbone, cross, mole, thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | flower | looking_at_viewer | solo | black_dress | closed_mouth | simple_background | collarbone | white_background | cleavage | black_gloves | mole_under_eye | upper_body | bullpup | holding_gun | assault_rifle | cross | mole | thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------|:--------------------|:-------|:--------------|:---------------|:--------------------|:-------------|:-------------------|:-----------|:---------------|:-----------------|:-------------|:----------|:--------------|:----------------|:--------|:-------|:-------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 1 | 8 |  |  |  |  |  | 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 aug/AUG/AUG (Girls Frontline)

数据集内容

• 图像数量：81张
• 核心标签：long_hair, hair_ornament, hair_flower, yellow_eyes, bangs, breasts, hair_ribbon, ribbon, medium_breasts, blonde_hair, orange_eyes

数据集来源

• 图像来源：danbooru, pixiv, zerochan等网站
• 爬虫系统：由DeepGHS Team开发

数据集许可

• 许可证：MIT

数据集任务类别

• 任务类别：text-to-image

数据集标签

• 标签：art, not-for-all-audiences

数据集大小类别

• 大小类别：n<1K

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	81	117.45 MiB	下载链接	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	81	58.65 MiB	下载链接	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	188	122.69 MiB	下载链接	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	81	101.35 MiB	下载链接	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	188	185.11 MiB	下载链接	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.

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/aug_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])

数据集集群列表

#	样本数	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	11						1girl, flower, looking_at_viewer, solo, black_dress, closed_mouth, simple_background, collarbone, white_background, cleavage, black_gloves, mole_under_eye, upper_body
1	8						1girl, black_gloves, bullpup, flower, holding_gun, solo, assault_rifle, black_dress, closed_mouth, looking_at_viewer, white_background, simple_background, cleavage, collarbone, cross, mole, thighhighs