CyberHarem/as_val_girlsfrontline

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

# Dataset of as_val/ASVal/ASVal (Girls' Frontline)

This is the dataset of as_val/ASVal/ASVal (Girls' Frontline), containing 40 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, hair_ornament, breasts, long_hair, glasses, red-framed_eyewear, bangs, medium_breasts, semi-rimless_eyewear, large_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 | 40 | 55.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/as_val_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 40 | 29.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/as_val_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 97 | 62.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/as_val_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 40 | 48.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/as_val_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 97 | 90.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/as_val_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/as_val_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 | 40 |  |  |  |  |  | 1girl, solo, looking_at_viewer, red_scarf, striped_bikini, teddy_bear, bikini_top_only, blush, simple_background, cleavage, smile, assault_rifle, black_thighhighs, pleated_skirt, white_background, open_clothes, open_mouth, coat, navel, holding_weapon, long_sleeves |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | red_scarf | striped_bikini | teddy_bear | bikini_top_only | blush | simple_background | cleavage | smile | assault_rifle | black_thighhighs | pleated_skirt | white_background | open_clothes | open_mouth | coat | navel | holding_weapon | long_sleeves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:------------|:-----------------|:-------------|:------------------|:--------|:--------------------|:-----------|:--------|:----------------|:-------------------|:----------------|:-------------------|:---------------|:-------------|:-------|:--------|:-----------------|:---------------|
| 0 | 40 |  |  |  |  |  | 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

数据集名称

• 名称: Dataset of as_val/ASVal/ASVal (Girls Frontline)

数据集内容

• 描述: 包含40张图像及其标签。
• 核心标签: 包括blonde_hair, blue_eyes, hair_ornament, breasts, long_hair, glasses, red-framed_eyewear, bangs, medium_breasts, semi-rimless_eyewear, large_breasts。

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬取系统: 由DeepGHS Team提供技术支持。

数据集版本

• 版本: 提供多个版本，包括不同分辨率和处理阶段的数据。

版本名称	图像数量	大小	描述
raw	40	55.29 MiB	原始数据，包含元信息，最小边对齐至1400像素。
800	40	29.71 MiB	短边不超过800像素的图像数据。
stage3-p480-800	97	62.71 MiB	三阶段裁剪数据，区域不小于480x480像素。
1200	40	48.74 MiB	短边不超过1200像素的图像数据。
stage3-p480-1200	97	90.93 MiB	三阶段裁剪数据，区域不小于480x480像素。

数据集使用

• 加载工具: 支持使用waifuc加载原始数据集。
• 加载示例: 提供Python代码示例，用于下载和解压数据集，并通过waifuc加载。

数据集标签集群

• 集群列表: 提供标签集群结果，可能包含可挖掘的服装信息。
• 集群示例: 展示5个样本图像及其详细标签，如1girl, solo, looking_at_viewer等。