CyberHarem/ptrd_girlsfrontline

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

# Dataset of ptrd/PTRD/PTRD (Girls' Frontline)

This is the dataset of ptrd/PTRD/PTRD (Girls' Frontline), containing 40 images and their tags.

The core tags of this character are `breasts, long_hair, blonde_hair, large_breasts, earrings, mole, purple_eyes, mole_under_eye, hat, fur_hat, hair_between_eyes`, 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 | 40 | 62.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ptrd_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 40 | 30.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ptrd_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 100 | 65.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ptrd_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 40 | 52.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ptrd_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 100 | 100.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ptrd_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/ptrd_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 | 5 |  |  |  |  |  | 1girl, fishnets, jewelry, looking_at_viewer, solo, fingerless_gloves, underboob, asymmetrical_legwear, black_gloves, blush, pantyhose, single_thighhigh, white_background, ahoge, belt, covered_nipples, papakha |
| 1 | 6 |  |  |  |  |  | 1girl, anti-materiel_rifle, fingerless_gloves, solo, thighhighs, fishnets, full_body, jewelry, looking_at_viewer, belt_boots, black_footwear, black_gloves, underboob |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | fishnets | jewelry | looking_at_viewer | solo | fingerless_gloves | underboob | asymmetrical_legwear | black_gloves | blush | pantyhose | single_thighhigh | white_background | ahoge | belt | covered_nipples | papakha | anti-materiel_rifle | thighhighs | full_body | belt_boots | black_footwear |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:----------|:--------------------|:-------|:--------------------|:------------|:-----------------------|:---------------|:--------|:------------|:-------------------|:-------------------|:--------|:-------|:------------------|:----------|:----------------------|:-------------|:------------|:-------------|:-----------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | |
| 1 | 6 |  |  |  |  |  | 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: ptrd/PTRD/PTRD (Girls Frontline)
• 包含内容: 40张图像及其标签

数据集特征

• 核心标签: breasts, long_hair, blonde_hair, large_breasts, earrings, mole, purple_eyes, mole_under_eye, hat, fur_hat, hair_between_eyes
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K
• 许可证: MIT

数据集下载

包名	图像数量	大小	下载链接	类型	描述
raw	40	62.17 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400像素）。
800	40	30.87 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	100	65.59 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	40	52.53 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	100	100.99 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

• 加载工具: waifuc
• 加载示例: 使用提供的Python代码从Hugging Face Hub下载并加载数据集。

标签聚类结果

• 示例: 提供两个版本的标签聚类结果列表，包括图像样本和相关标签。