CyberHarem/sp9_girlsfrontline

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

# Dataset of sp9/SP9/SP9 (Girls' Frontline)

This is the dataset of sp9/SP9/SP9 (Girls' Frontline), containing 30 images and their tags.

The core tags of this character are `long_hair, red_eyes, bangs, hair_ornament, braid, mole, grey_hair, brown_hair, mole_under_eye`, 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 | 53.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sp9_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 30 | 24.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sp9_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 70 | 50.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sp9_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 30 | 44.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sp9_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 70 | 83.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sp9_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/sp9_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 | 8 |  |  |  |  |  | 1girl, red_gloves, fingerless_gloves, simple_background, white_background, blue_jacket, solo, upper_body, black_scarf, blush, long_sleeves, looking_at_viewer |
| 1 | 6 |  |  |  |  |  | 1girl, solo, blue_jacket, fingerless_gloves, holding_gun, red_gloves, black_scarf, closed_mouth, looking_at_viewer |
| 2 | 5 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, ahoge, hair_between_eyes, very_long_hair, blue_bowtie, sleeveless_dress, belt, blue_ribbon, flower, hair_ribbon, medium_breasts, nail_polish, parted_lips, sitting, white_dress |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | red_gloves | fingerless_gloves | simple_background | white_background | blue_jacket | solo | upper_body | black_scarf | blush | long_sleeves | looking_at_viewer | holding_gun | closed_mouth | bare_shoulders | ahoge | hair_between_eyes | very_long_hair | blue_bowtie | sleeveless_dress | belt | blue_ribbon | flower | hair_ribbon | medium_breasts | nail_polish | parted_lips | sitting | white_dress |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:--------------------|:--------------------|:-------------------|:--------------|:-------|:-------------|:--------------|:--------|:---------------|:--------------------|:--------------|:---------------|:-----------------|:--------|:--------------------|:-----------------|:--------------|:-------------------|:-------|:--------------|:---------|:--------------|:-----------------|:--------------|:--------------|:----------|:--------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | | | X | X | | X | | | X | X | X | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | 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

基本信息

• 名称: Dataset of sp9/SP9/SP9 (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

• 描述: 包含30张图像及其标签。
• 核心标签: long_hair, red_eyes, bangs, hair_ornament, braid, mole, grey_hair, brown_hair, mole_under_eye

数据集包

名称	图像数量	大小	类型	描述
raw	30	53.32 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	30	24.27 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	70	50.76 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	30	44.60 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	70	83.72 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

集群列表

• 集群示例:
  • 集群0: 包含8个样本，特征包括1girl, red_gloves, fingerless_gloves等。
  • 集群1: 包含6个样本，特征包括1girl, solo, blue_jacket, holding_gun等。
  • 集群2: 包含5个样本，特征包括1girl, bare_shoulders, very_long_hair, white_dress等。