CyberHarem/yurine_girlsfrontline

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

# Dataset of yurine/花園ゆりね/花园百合铃 (Girls' Frontline)

This is the dataset of yurine/花園ゆりね/花园百合铃 (Girls' Frontline), containing 136 images and their tags.

The core tags of this character are `long_hair, twintails, eyepatch, medical_eyepatch, hat, mini_hat, brown_eyes, brown_hair, red_hair, bangs, 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 | 136 | 207.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 136 | 108.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 319 | 224.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 136 | 180.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 319 | 340.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yurine_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/yurine_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 |  |  |  |  |  | blush, gothic_lolita, 1girl, looking_at_viewer, simple_background, solo, closed_mouth, white_background, frills, ribbon, shiny_hair, dress, long_sleeves, black_headwear, top_hat, upper_body |
| 1 | 7 |  |  |  |  |  | 1girl, black_socks, gothic_lolita, kneehighs, solo, frilled_dress, long_sleeves, looking_at_viewer, black_footwear, shoes, black_dress, black_headwear, blush, closed_mouth, full_body, hairband, simple_background, white_background, mini_top_hat, puffy_sleeves, sitting |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | blush | gothic_lolita | 1girl | looking_at_viewer | simple_background | solo | closed_mouth | white_background | frills | ribbon | shiny_hair | dress | long_sleeves | black_headwear | top_hat | upper_body | black_socks | kneehighs | frilled_dress | black_footwear | shoes | black_dress | full_body | hairband | mini_top_hat | puffy_sleeves | sitting |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:--------|:--------------------|:--------------------|:-------|:---------------|:-------------------|:---------|:---------|:-------------|:--------|:---------------|:-----------------|:----------|:-------------|:--------------|:------------|:----------------|:-----------------|:--------|:--------------|:------------|:-----------|:---------------|:----------------|:----------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | 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: yurine/花園ゆりね/花园百合铃 (Girls Frontline)

数据集内容

• 内容: 包含136张图像及其标签。
• 核心标签: long_hair, twintails, eyepatch, medical_eyepatch, hat, mini_hat, brown_eyes, brown_hair, red_hair, bangs, breasts。

数据集特性

• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 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	136	207.43 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素，如果更大）。
800	136	108.45 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	319	224.12 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	136	180.03 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	319	340.61 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载方式: 提供原始数据集（包括标记的图像）供waifuc加载。

标签聚类列表

原始文本版本

#	样本数	图像示例	标签
0	10	至	blush, gothic_lolita, 1girl, looking_at_viewer, simple_background, solo, closed_mouth, white_background, frills, ribbon, shiny_hair, dress, long_sleeves, black_headwear, top_hat, upper_body
1	7	至	1girl, black_socks, gothic_lolita, kneehighs, solo, frilled_dress, long_sleeves, looking_at_viewer, black_footwear, shoes, black_dress, black_headwear, blush, closed_mouth, full_body, hairband, simple_background, white_background, mini_top_hat, puffy_sleeves, sitting

表格版本

| # | 样本数 | 图像示例 | blush | gothic_lolita | 1girl | looking_at_viewer | simple_background | solo | closed_mouth | white_background | frills | ribbon | shiny_hair | dress | long_sleeves | black_headwear | top_hat | upper_body | black_socks | kneehighs | frilled_dress | black_footwear | shoes | black_dress | full_body | hairband | mini_top_hat | puffy_sleeves | sitting |