CyberHarem/k_pdw_girlsfrontline

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

# Dataset of k_pdw/K-PDW/KAC-PDW (Girls' Frontline)

This is the dataset of k_pdw/K-PDW/KAC-PDW (Girls' Frontline), containing 18 images and their tags.

The core tags of this character are `purple_eyes, purple_hair, breasts, black_hair, multicolored_hair, small_breasts, hair_bun, cone_hair_bun, double_bun, long_hair, streaked_hair, bangs, 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 | 18 | 26.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k_pdw_girlsfrontline/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 18 | 13.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k_pdw_girlsfrontline/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 45 | 30.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k_pdw_girlsfrontline/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 18 | 23.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k_pdw_girlsfrontline/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 45 | 44.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/k_pdw_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/k_pdw_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, solo, gun, see-through, ass_visible_through_thighs, bare_shoulders, full_body, grin, holding, looking_at_viewer, official_alternate_costume, soda_bottle, teeth, thigh_strap, two-tone_hair, underboob, white_background, bandaid_on_knee, bare_legs, bright_pupils, covered_navel, gloves, leotard, one-piece_swimsuit, sandals |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | gun | see-through | ass_visible_through_thighs | bare_shoulders | full_body | grin | holding | looking_at_viewer | official_alternate_costume | soda_bottle | teeth | thigh_strap | two-tone_hair | underboob | white_background | bandaid_on_knee | bare_legs | bright_pupils | covered_navel | gloves | leotard | one-piece_swimsuit | sandals |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:------|:--------------|:-----------------------------|:-----------------|:------------|:-------|:----------|:--------------------|:-----------------------------|:--------------|:--------|:--------------|:----------------|:------------|:-------------------|:------------------|:------------|:----------------|:----------------|:---------|:----------|:---------------------|:----------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | 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

数据集信息

• 名称: k_pdw/K-PDW/KAC-PDW (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

• 图像数量: 18张
• 核心标签:
  • purple_eyes
  • purple_hair
  • breasts
  • black_hair
  • multicolored_hair
  • small_breasts
  • hair_bun
  • cone_hair_bun
  • double_bun
  • long_hair
  • streaked_hair
  • bangs
  • hair_between_eyes

数据包列表

名称	图像数量	大小	类型	描述
raw	18	26.04 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	18	13.11 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	45	30.22 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	18	23.06 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	45	44.16 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

集群标签列表

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	5						1girl, solo, gun, see-through, ass_visible_through_thighs, bare_shoulders, full_body, grin, holding, looking_at_viewer, official_alternate_costume, soda_bottle, teeth, thigh_strap, two-tone_hair, underboob, white_background, bandaid_on_knee, bare_legs, bright_pupils, covered_navel, gloves, leotard, one-piece_swimsuit, sandals