CyberHarem/p38_girlsfrontline

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

# Dataset of p38/P38/P38 (Girls' Frontline)

This is the dataset of p38/P38/P38 (Girls' Frontline), containing 11 images and their tags.

The core tags of this character are `brown_hair, hat, garrison_cap, military_hat, long_hair, purple_eyes, bangs`, 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 | 11 | 6.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 11 | 5.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 21 | 10.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 11 | 6.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 21 | 12.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p38_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/p38_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 | 11 |  |  |  |  |  | 1girl, military_uniform, solo, belt, white_background, handgun, iron_cross, jacket, open_mouth, black_skirt, boots, holding_gun, holster, looking_at_viewer, simple_background, thighhighs, collared_shirt, pleated_skirt, pouch, walther |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | military_uniform | solo | belt | white_background | handgun | iron_cross | jacket | open_mouth | black_skirt | boots | holding_gun | holster | looking_at_viewer | simple_background | thighhighs | collared_shirt | pleated_skirt | pouch | walther |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:-------|:-------|:-------------------|:----------|:-------------|:---------|:-------------|:--------------|:--------|:--------------|:----------|:--------------------|:--------------------|:-------------|:-----------------|:----------------|:--------|:----------|
| 0 | 11 |  |  |  |  |  | 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

Dataset of p38/P38/P38 (Girls Frontline)

数据集描述

该数据集包含11张图片及其标签，主题为p38/P38/P38（少女前线）。核心标签包括brown_hair, hat, garrison_cap, military_hat, long_hair, purple_eyes, bangs。

数据集大小

• 图片数量：11张
• 总大小：6.75 MiB

数据集下载

名称	图片数量	大小	类型	描述
raw	11	6.75 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
800	11	5.59 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	21	10.99 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	11	6.48 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	21	12.02 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

#	样本数量	图片示例	标签
0	11		1girl, military_uniform, solo, belt, white_background, handgun, iron_cross, jacket, open_mouth, black_skirt, boots, holding_gun, holster, looking_at_viewer, simple_background, thighhighs, collared_shirt, pleated_skirt, pouch, walther