CyberHarem/art556_girlsfrontline

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

# Dataset of art556/ART556/ART556 (Girls' Frontline)

This is the dataset of art556/ART556/ART556 (Girls' Frontline), containing 49 images and their tags.

The core tags of this character are `animal_ears, animal_ear_fluff, bow, green_hair, long_hair, hair_bow, hair_between_eyes, bangs, twintails, brown_eyes, green_bow, very_long_hair, breasts, small_breasts, 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 | 49 | 61.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/art556_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 49 | 35.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/art556_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 125 | 81.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/art556_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 49 | 55.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/art556_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 125 | 115.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/art556_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/art556_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 | 10 |  |  |  |  |  | bare_shoulders, crop_top, smile, white_gloves, 1girl, blush, closed_mouth, green_skirt, looking_at_viewer, pleated_skirt, sleeveless_shirt, solo, white_shirt, midriff, suspenders, white_thighhighs, navel, v-shaped_eyebrows, :q, white_footwear, collared_shirt, white_background, black_panties, hand_up, sitting, thigh_boots |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | bare_shoulders | crop_top | smile | white_gloves | 1girl | blush | closed_mouth | green_skirt | looking_at_viewer | pleated_skirt | sleeveless_shirt | solo | white_shirt | midriff | suspenders | white_thighhighs | navel | v-shaped_eyebrows | :q | white_footwear | collared_shirt | white_background | black_panties | hand_up | sitting | thigh_boots |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-----------------|:-----------|:--------|:---------------|:--------|:--------|:---------------|:--------------|:--------------------|:----------------|:-------------------|:-------|:--------------|:----------|:-------------|:-------------------|:--------|:--------------------|:-----|:-----------------|:-----------------|:-------------------|:----------------|:----------|:----------|:--------------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | 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

数据集信息

• 名称: Dataset of art556/ART556/ART556 (Girls Frontline)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 49
• 核心标签: animal_ears, animal_ear_fluff, bow, green_hair, long_hair, hair_bow, hair_between_eyes, bangs, twintails, brown_eyes, green_bow, very_long_hair, breasts, small_breasts, ribbon

数据包列表

名称	图像数量	大小	类型	描述
raw	49	61.21 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	49	35.21 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	125	81.07 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	49	55.46 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	125	115.60 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	图像1	图像2	图像3	图像4	图像5	标签
0	10						bare_shoulders, crop_top, smile, white_gloves, 1girl, blush, closed_mouth, green_skirt, looking_at_viewer, pleated_skirt, sleeveless_shirt, solo, white_shirt, midriff, suspenders, white_thighhighs, navel, v-shaped_eyebrows, :q, white_footwear, collared_shirt, white_background, black_panties, hand_up, sitting, thigh_boots

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	bare_shoulders	crop_top	smile	white_gloves	1girl	blush	closed_mouth	green_skirt	looking_at_viewer	pleated_skirt	sleeveless_shirt	solo	white_shirt	midriff	suspenders	white_thighhighs	navel	v-shaped_eyebrows	:q	white_footwear	collared_shirt	white_background	black_panties	hand_up	sitting	thigh_boots
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X