CyberHarem/penance_arknights

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

# Dataset of penance/ペナンス/斥罪 (Arknights)

This is the dataset of penance/ペナンス/斥罪 (Arknights), containing 362 images and their tags.

The core tags of this character are `animal_ears, wolf_ears, wolf_girl, yellow_eyes, long_hair, brown_hair, extra_ears, breasts, hair_between_eyes, braid, earrings, tail, wolf_tail, large_breasts, very_long_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 | 362 | 680.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 362 | 558.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 907 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_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/penance_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 | 20 |  |  |  |  |  | 1girl, black_jacket, solo, closed_mouth, simple_background, white_ascot, looking_at_viewer, upper_body, white_background, jewelry, white_shirt |
| 1 | 31 |  |  |  |  |  | black_jacket, solo, white_ascot, 1girl, long_sleeves, looking_at_viewer, open_book, black_thighhighs, holding_book, white_shirt, black_coat, skirt, single_gauntlet, open_coat, black_nails, simple_background, jewelry, white_background, black_footwear, closed_mouth, cowboy_shot, hand_up |
| 2 | 6 |  |  |  |  |  | 1girl, black_coat, black_jacket, black_nails, holding_book, nail_polish, solo, upper_body, white_ascot, closed_mouth, long_sleeves, looking_at_viewer, white_shirt, medium_breasts, open_book, animal_ear_fluff, jewelry, single_gauntlet |
| 3 | 6 |  |  |  |  |  | 1girl, long_sleeves, looking_at_viewer, official_alternate_costume, open_jacket, single_braid, solo, white_jacket, fur-trimmed_jacket, jewelry, side_braid, upper_body, black_nails, blush, nail_polish, asymmetrical_bangs, black_belt, black_dress, black_shirt, black_sweater, buckle, closed_mouth, hair_ornament, hand_up, medium_breasts, on_back, parted_lips, simple_background, turtleneck, white_background |
| 4 | 16 |  |  |  |  |  | 1girl, long_sleeves, official_alternate_costume, solo, blush, jewelry, single_braid, drinking_glass, holding_cup, holding_drink, looking_at_viewer, white_jacket, alcohol, black_sweater, open_jacket, parted_lips, simple_background, turtleneck, side_braid, nail_polish, black_nails, animal_ear_fluff, black_dress, drunk, fur-trimmed_jacket, hairclip, upper_body, white_background, asymmetrical_bangs, black_belt, lemon_slice, red_wine |
| 5 | 6 |  |  |  |  |  | 1girl, cleavage, long_sleeves, solo, white_shirt, black_bra, blush, collarbone, open_shirt, animal_ear_fluff, simple_background, white_background, closed_mouth, collared_shirt, looking_at_viewer, navel, upper_body |
| 6 | 8 |  |  |  |  |  | 1boy, black_hair, looking_at_viewer, male_focus, short_hair, solo, closed_mouth, black_gloves, green_eyes, infection_monitor_(arknights), long_sleeves, wolf_boy, black_jacket, ear_piercing, suit, black_coat, black_necktie, black_pants, collared_shirt, formal, fur-trimmed_coat, holding, rain |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | solo | closed_mouth | simple_background | white_ascot | looking_at_viewer | upper_body | white_background | jewelry | white_shirt | long_sleeves | open_book | black_thighhighs | holding_book | black_coat | skirt | single_gauntlet | open_coat | black_nails | black_footwear | cowboy_shot | hand_up | nail_polish | medium_breasts | animal_ear_fluff | official_alternate_costume | open_jacket | single_braid | white_jacket | fur-trimmed_jacket | side_braid | blush | asymmetrical_bangs | black_belt | black_dress | black_shirt | black_sweater | buckle | hair_ornament | on_back | parted_lips | turtleneck | drinking_glass | holding_cup | holding_drink | alcohol | drunk | hairclip | lemon_slice | red_wine | cleavage | black_bra | collarbone | open_shirt | collared_shirt | navel | 1boy | black_hair | male_focus | short_hair | black_gloves | green_eyes | infection_monitor_(arknights) | wolf_boy | ear_piercing | suit | black_necktie | black_pants | formal | fur-trimmed_coat | holding | rain |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:---------------|:--------------------|:--------------|:--------------------|:-------------|:-------------------|:----------|:--------------|:---------------|:------------|:-------------------|:---------------|:-------------|:--------|:------------------|:------------|:--------------|:-----------------|:--------------|:----------|:--------------|:-----------------|:-------------------|:-----------------------------|:--------------|:---------------|:---------------|:---------------------|:-------------|:--------|:---------------------|:-------------|:--------------|:--------------|:----------------|:---------|:----------------|:----------|:--------------|:-------------|:-----------------|:--------------|:----------------|:----------|:--------|:-----------|:--------------|:-----------|:-----------|:------------|:-------------|:-------------|:-----------------|:--------|:-------|:-------------|:-------------|:-------------|:---------------|:-------------|:--------------------------------|:-----------|:---------------|:-------|:----------------|:--------------|:---------|:-------------------|:----------|:-------|
| 0 | 20 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 31 |  |  |  |  |  | X | X | X | X | X | X | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | X | | X | X | X | | X | X | X | X | | X | X | | X | | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | 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 | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 16 |  |  |  |  |  | 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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | X | | X | X | X | | X | X | X | | X | X | | | | | | | | | | | | | | X | | | | | | | X | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 8 |  |  |  |  |  | | 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

名称: 数据集的名称是 "Dataset of penance/ペナンス/斥罪 (Arknights)"。

内容: 该数据集包含362张图像及其标签，主要描绘了名为“penance/ペナンス/斥罪”的角色。

核心标签: 数据集中的图像带有多种标签，包括但不限于：animal_ears, wolf_ears, wolf_girl, yellow_eyes, long_hair, brown_hair, extra_ears, breasts, hair_between_eyes, braid, earrings, tail, wolf_tail, large_breasts, very_long_hair。

数据来源: 图像从多个网站收集，如danbooru, pixiv, zerochan等，由DeepGHS Team的自动爬虫系统收集。

许可证: 数据集遵循MIT许可证。

数据集结构

包列表:

名称	图像数量	大小	下载链接	类型	描述
raw	362	680.09 MiB	下载链接	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）。
1200	362	558.44 MiB	下载链接	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	907	1.05 GiB	下载链接	IMG+TXT	三阶段裁剪的数据集，区域不小于480x480像素。

数据集使用

加载方法: 数据集可以通过Waifuc工具加载，具体代码示例如下：

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始档案文件

zip_file = hf_hub_download( repo_id=CyberHarem/penance_arknights, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到你的目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

集群列表

集群标签: 数据集提供了标签的集群结果，每个集群包含多个样本及其共同特征。例如：

#	样本数	标签
0	20	1girl, black_jacket, solo, closed_mouth, simple_background, white_ascot, looking_at_viewer, upper_body, white_background, jewelry, white_shirt
1	31	black_jacket, solo, white_ascot, 1girl, long_sleeves, looking_at_viewer, open_book, black_thighhighs, holding_book, white_shirt, black_coat, skirt, single_gauntlet, open_coat, black_nails, simple_background, jewelry, white_background, black_footwear, closed_mouth, cowboy_shot, hand_up
2	6	1girl, black_coat, black_jacket, black_nails, holding_book, nail_polish, solo, upper_body, white_ascot, closed_mouth, long_sleeves, looking_at_viewer, white_shirt, medium_breasts, open_book, animal_ear_fluff, jewelry, single_gauntlet
...	...	...

这些集群有助于分析和理解数据集中图像的共同特征和模式。