CyberHarem/p7_girlsfrontline

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

# Dataset of p7/P7/P7 (Girls' Frontline)

This is the dataset of p7/P7/P7 (Girls' Frontline), containing 34 images and their tags.

The core tags of this character are `purple_eyes, long_hair, animal_ears, bangs, tail, breasts, cat_ears, hair_between_eyes, thick_eyebrows, white_hair, cat_tail, fang, grey_hair`, 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 | 34 | 45.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p7_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 34 | 25.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p7_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 84 | 54.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p7_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 34 | 41.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p7_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 84 | 76.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/p7_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/p7_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 | 14 |  |  |  |  |  | 1girl, looking_at_viewer, nun, solo, cross_necklace, habit, black_dress, blush, garter_straps, belt, smile, open_mouth, simple_background, white_background, white_thighhighs, holding_weapon, juliet_sleeves, +_+, handgun, underwear |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | nun | solo | cross_necklace | habit | black_dress | blush | garter_straps | belt | smile | open_mouth | simple_background | white_background | white_thighhighs | holding_weapon | juliet_sleeves | +_+ | handgun | underwear |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:------|:-------|:-----------------|:--------|:--------------|:--------|:----------------|:-------|:--------|:-------------|:--------------------|:-------------------|:-------------------|:-----------------|:-----------------|:------|:----------|:------------|
| 0 | 14 |  |  |  |  |  | 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 p7/P7/P7 (Girls Frontline)

数据集描述

该数据集包含34张图片及其标签，主题为p7/P7/P7（Girls Frontline）。图片主要特征包括紫色眼睛、长发、动物耳朵、刘海、尾巴、胸部、猫耳朵、眼睛间的头发、浓眉、白发、猫尾巴、尖牙、灰发。

数据集标签

核心标签包括：purple_eyes, long_hair, animal_ears, bangs, tail, breasts, cat_ears, hair_between_eyes, thick_eyebrows, white_hair, cat_tail, fang, grey_hair。

数据集包列表

名称	图片数量	大小	类型	描述
raw	34	45.11 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	34	25.57 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	84	54.32 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	34	41.27 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	84	76.16 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	14		1girl, looking_at_viewer, nun, solo, cross_necklace, habit, black_dress, blush, garter_straps, belt, smile, open_mouth, simple_background, white_background, white_thighhighs, holding_weapon, juliet_sleeves, +_+, handgun, underwear