CyberHarem/popukar_arknights

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

# Dataset of popukar/ポプカル/泡普卡 (Arknights)

This is the dataset of popukar/ポプカル/泡普卡 (Arknights), containing 97 images and their tags.

The core tags of this character are `hair_ornament, eyepatch, hat, red_eyes, black_headwear, grey_hair, hairclip, x_hair_ornament, medical_eyepatch, short_hair, rabbit_hair_ornament, bow, braid`, 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 | 97 | 117.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/popukar_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 97 | 105.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/popukar_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 216 | 197.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/popukar_arknights/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/popukar_arknights',
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, looking_at_viewer, solo, portrait, simple_background, black_jacket, open_mouth, red_bow, white_background, blush |
| 1 | 6 |  |  |  |  |  | 1girl, black_jacket, hood, long_sleeves, looking_at_viewer, pleated_skirt, red_skirt, solo, white_thighhighs, animal_ear_legwear, closed_mouth, hair_over_one_eye, holding_weapon, animal_ears, bag, black_footwear, full_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | portrait | simple_background | black_jacket | open_mouth | red_bow | white_background | blush | hood | long_sleeves | pleated_skirt | red_skirt | white_thighhighs | animal_ear_legwear | closed_mouth | hair_over_one_eye | holding_weapon | animal_ears | bag | black_footwear | full_body |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------|:--------------------|:---------------|:-------------|:----------|:-------------------|:--------|:-------|:---------------|:----------------|:------------|:-------------------|:---------------------|:---------------|:--------------------|:-----------------|:--------------|:------|:-----------------|:------------|
| 0 | 5 |  |  |  |  |  | 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 | X | X | X | X |

原始信息汇总

数据集概述：popukar/ポプカル/泡普卡 (Arknights)

基本信息

• 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

• 包含内容：97张图像及其标签。
• 核心标签：hair_ornament, eyepatch, hat, red_eyes, black_headwear, grey_hair, hairclip, x_hair_ornament, medical_eyepatch, short_hair, rabbit_hair_ornament, bow, braid

数据集包

名称	图像数量	大小	下载链接	类型	描述
raw	97	117.96 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）。
1200	97	105.53 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	216	197.29 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：提供了一段Python代码，用于从Hugging Face Hub下载并解压数据集，然后使用waifuc加载数据集。

标签聚类结果

• 示例：展示了两个聚类示例，每个示例包含多张图像及其共同标签。
• 标签示例：1girl, looking_at_viewer, solo, portrait, simple_background, black_jacket等。