CyberHarem/aug_para_girlsfrontline

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

# Dataset of aug_para/AUGPara/AUGSMG (Girls' Frontline)

This is the dataset of aug_para/AUGPara/AUGSMG (Girls' Frontline), containing 19 images and their tags.

The core tags of this character are `long_hair, yellow_eyes, bangs, twintails, grey_hair, bow, hair_ribbon, breasts, hair_bow, 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 | 19 | 28.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_para_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 19 | 17.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_para_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 46 | 34.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_para_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 19 | 25.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_para_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 46 | 47.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aug_para_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_para_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 | 13 |  |  |  |  |  | 1girl, solo, blush, looking_at_viewer, dress, open_mouth, smile, holding, simple_background, white_background, bag, black_ribbon, long_sleeves, open_clothes, squirrel, thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | blush | looking_at_viewer | dress | open_mouth | smile | holding | simple_background | white_background | bag | black_ribbon | long_sleeves | open_clothes | squirrel | thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:--------------------|:--------|:-------------|:--------|:----------|:--------------------|:-------------------|:------|:---------------|:---------------|:---------------|:-----------|:-------------|
| 0 | 13 |  |  |  |  |  | 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_para/AUGPara/AUGSMG (Girls Frontline)

数据集描述

该数据集包含19张图片及其标签，主要描述角色aug_para/AUGPara/AUGSMG（Girls Frontline）。核心标签包括long_hair, yellow_eyes, bangs, twintails, grey_hair, bow, hair_ribbon, breasts, hair_bow, ribbon。

数据集大小

• 图片数量：19张
• 数据集大小：28.23 MiB（原始数据）

数据集类型

• 任务类别：text-to-image
• 标签：art, not-for-all-audiences

数据集包列表

名称	图片数量	大小	类型	描述
raw	19	28.23 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	19	17.16 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	46	34.58 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	19	25.99 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	46	47.10 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	13						1girl, solo, blush, looking_at_viewer, dress, open_mouth, smile, holding, simple_background, white_background, bag, black_ribbon, long_sleeves, open_clothes, squirrel, thighhighs

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	solo	blush	looking_at_viewer	dress	open_mouth	smile	holding	simple_background	white_background	bag	black_ribbon	long_sleeves	open_clothes	squirrel	thighhighs
0	13						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X