CyberHarem/89_shiki_girlsfrontline

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

# Dataset of 89_shiki/89式/89式自 (Girls' Frontline)

This is the dataset of 89_shiki/89式/89式自 (Girls' Frontline), containing 30 images and their tags.

The core tags of this character are `long_hair, brown_hair, green_eyes, hair_ornament, bangs, headphones, bow, breasts, twintails, red_bow, large_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 | 30 | 53.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/89_shiki_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 30 | 24.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/89_shiki_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 81 | 59.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/89_shiki_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 30 | 44.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/89_shiki_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 81 | 93.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/89_shiki_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/89_shiki_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 | 6 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, hair_flower, smile, bra, cleavage, collarbone, open_mouth, simple_background, shirt, virtual_youtuber, white_background |
| 1 | 17 |  |  |  |  |  | 1girl, solo, looking_at_viewer, smile, blush, school_uniform, fingerless_gloves, plaid_skirt, red_skirt, shirt, black_gloves, open_mouth, armband, thigh_strap, blazer, red_bowtie, black_jacket, assault_rifle, bag, holding_weapon, sitting |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | looking_at_viewer | solo | hair_flower | smile | bra | cleavage | collarbone | open_mouth | simple_background | shirt | virtual_youtuber | white_background | school_uniform | fingerless_gloves | plaid_skirt | red_skirt | black_gloves | armband | thigh_strap | blazer | red_bowtie | black_jacket | assault_rifle | bag | holding_weapon | sitting |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:-------|:--------------|:--------|:------|:-----------|:-------------|:-------------|:--------------------|:--------|:-------------------|:-------------------|:-----------------|:--------------------|:--------------|:------------|:---------------|:----------|:--------------|:---------|:-------------|:---------------|:----------------|:------|:-----------------|:----------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 1 | 17 |  |  |  |  |  | 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: 89_shiki/89式/89式自 (Girls Frontline)
• 描述: 包含30张图像及其标签的数据集。

数据集内容

• 核心标签: long_hair, brown_hair, green_eyes, hair_ornament, bangs, headphones, bow, breasts, twintails, red_bow, large_breasts, ribbon
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等。

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	30	53.18 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素）。
800	30	24.61 MiB	下载	IMG+TXT	短边不超过800像素的图像数据。
stage3-p480-800	81	59.69 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据。
1200	30	44.34 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据。
stage3-p480-1200	81	93.36 MiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的数据。

数据集使用

• 加载方式: 提供原始数据集供waifuc加载。

标签聚类结果

#	样本数	标签（部分）
0	6	1girl, blush, looking_at_viewer, solo, hair_flower, smile, bra, cleavage, collarbone, open_mouth, simple_background, shirt, virtual_youtuber, white_background
1	17	1girl, solo, looking_at_viewer, smile, blush, school_uniform, fingerless_gloves, plaid_skirt, red_skirt, shirt, black_gloves, open_mouth, armband, thigh_strap, blazer, red_bowtie, black_jacket, assault_rifle, bag, holding_weapon, sitting

以上信息为数据集的关键概述，包括数据集的名称、内容、版本、下载链接以及使用方法和标签聚类结果。