CyberHarem/shirayuki_kantaicollection

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

# Dataset of shirayuki (Kantai Collection)

This is the dataset of shirayuki (Kantai Collection), containing 373 images and their tags.

The core tags of this character are `brown_hair, twintails, brown_eyes, low_twintails, short_hair, short_twintails, bangs, parted_bangs`, 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 | 373 | 245.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 373 | 183.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 682 | 330.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 373 | 231.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 682 | 400.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shirayuki_kantaicollection/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/shirayuki_kantaicollection',
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 | 9 |  |  |  |  |  | blue_skirt, pleated_skirt, serafuku, solo_focus, blue_sailor_collar, shirt, short_sleeves, open_mouth, 3girls, smile, 2girls, long_hair, neckerchief |
| 1 | 5 |  |  |  |  |  | pleated_skirt, serafuku, solo_focus, 2girls, sitting, smile, blush, open_mouth |
| 2 | 33 |  |  |  |  |  | 1girl, blue_sailor_collar, neckerchief, serafuku, solo, collared_shirt, simple_background, white_background, looking_at_viewer, blue_skirt, pleated_skirt, short_sleeves, smile, upper_body, one-hour_drawing_challenge |
| 3 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, sitting, smile, socks, solo, blush, pleated_skirt, neckerchief |
| 4 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_dress, enmaided, smile, blush, cowboy_shot, maid_headdress, simple_background, white_apron, white_background, breasts, frilled_apron, hair_between_eyes, puffy_short_sleeves, twitter_username, closed_mouth, gradient_background, one-hour_drawing_challenge, open_mouth, white_gloves |
| 5 | 8 |  |  |  |  |  | 1girl, solo, underwear_only, navel, looking_at_viewer, small_breasts, blush, collarbone, standing, white_panties, full_body, white_bra, barefoot, open_mouth, simple_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | blue_skirt | pleated_skirt | serafuku | solo_focus | blue_sailor_collar | shirt | short_sleeves | open_mouth | 3girls | smile | 2girls | long_hair | neckerchief | sitting | blush | 1girl | solo | collared_shirt | simple_background | white_background | looking_at_viewer | upper_body | one-hour_drawing_challenge | socks | black_dress | enmaided | cowboy_shot | maid_headdress | white_apron | breasts | frilled_apron | hair_between_eyes | puffy_short_sleeves | twitter_username | closed_mouth | gradient_background | white_gloves | underwear_only | navel | small_breasts | collarbone | standing | white_panties | full_body | white_bra | barefoot |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:----------------|:-----------|:-------------|:---------------------|:--------|:----------------|:-------------|:---------|:--------|:---------|:------------|:--------------|:----------|:--------|:--------|:-------|:-----------------|:--------------------|:-------------------|:--------------------|:-------------|:-----------------------------|:--------|:--------------|:-----------|:--------------|:-----------------|:--------------|:----------|:----------------|:--------------------|:----------------------|:-------------------|:---------------|:----------------------|:---------------|:-----------------|:--------|:----------------|:-------------|:-----------|:----------------|:------------|:------------|:-----------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | | X | X | X | | | | X | | X | X | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 33 |  |  |  |  |  | X | X | X | | X | | X | | | X | | | X | | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | | X | X | | | | | | | X | | | X | X | X | X | X | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 8 |  |  |  |  |  | | | | | | | | X | | X | | | | | X | X | X | | X | X | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | |
| 5 | 8 |  |  |  |  |  | | | | | | | | 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: Dataset of shirayuki (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 373张
• 核心标签: brown_hair, twintails, brown_eyes, low_twintails, short_hair, short_twintails, bangs, parted_bangs
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取

数据集包列表

名称	图像数量	大小	类型	描述
raw	373	245.52 MiB	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）。
800	373	183.69 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	682	330.05 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	373	231.66 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	682	400.61 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

原始文本版本

#	样本数量	图像示例	标签
0	9		blue_skirt, pleated_skirt, serafuku, solo_focus, blue_sailor_collar, shirt, short_sleeves, open_mouth, 3girls, smile, 2girls, long_hair, neckerchief
1	5		pleated_skirt, serafuku, solo_focus, 2girls, sitting, smile, blush, open_mouth
2	33		1girl, blue_sailor_collar, neckerchief, serafuku, solo, collared_shirt, simple_background, white_background, looking_at_viewer, blue_skirt, pleated_skirt, short_sleeves, smile, upper_body, one-hour_drawing_challenge
3	5		1girl, looking_at_viewer, serafuku, sitting, smile, socks, solo, blush, pleated_skirt, neckerchief
4	8		1girl, looking_at_viewer, solo, black_dress, enmaided, smile, blush, cowboy_shot, maid_headdress, simple_background, white_apron, white_background, breasts, frilled_apron, hair_between_eyes, puffy_short_sleeves, twitter_username, closed_mouth, gradient_background, one-hour_drawing_challenge, open_mouth, white_gloves
5	8		1girl, solo, underwear_only, navel, looking_at_viewer, small_breasts, blush, collarbone, standing, white_panties, full_body, white_bra, barefoot, open_mouth, simple_background

表格版本

#	样本数量	图像示例	blue_skirt	pleated_skirt	serafuku	solo_focus	blue_sailor_collar	shirt	short_sleeves	open_mouth	3girls	smile	2girls	long_hair	neckerchief	sitting	blush	1girl	solo	collared_shirt	simple_background	white_background	looking_at_viewer	upper_body	one-hour_drawing_challenge	socks	black_dress	enmaided	cowboy_shot	maid_headdress	white_apron	breasts	frilled_apron	hair_between_eyes	puffy_short_sleeves	twitter_username	closed_mouth	gradient_background	white_gloves	underwear_only	navel	small_breasts	collarbone	standing	white_panties	full_body	white_bra	barefoot
0	9		X	X	X	X	X	X	X	X	X	X	X	X	X
1	5			X	X	X				X		X	X			X	X
2	33		X	X	X		X		X			X			X			X	X	X	X	X	X	X	X
3	5			X	X							X			X	X	X	X	X				X			X
4	8									X		X					X	X	X		X	X	X		X		X	X	X	X	X	X	X	X	X	X	X	X	X
5	8									X							X	X	X		X		X																	X	X	X	X	X	X	X	X	X