CyberHarem/sado_kantaicollection

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

# Dataset of sado (Kantai Collection)

This is the dataset of sado (Kantai Collection), containing 257 images and their tags.

The core tags of this character are `blue_hair, multicolored_hair, gradient_hair, blonde_hair, long_hair, red_eyes, hat, white_headwear, sailor_hat, fang, ahoge`, 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 | 257 | 166.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sado_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 257 | 121.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sado_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 489 | 236.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sado_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 257 | 158.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sado_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 489 | 299.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sado_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/sado_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 | 11 |  |  |  |  |  | 1girl, blue_neckerchief, serafuku, simple_background, sleeveless_shirt, solo, undershirt, white_gloves, blue_sailor_collar, upper_body, white_background, grin, looking_at_viewer, blue_ribbon |
| 1 | 6 |  |  |  |  |  | 1girl, blue_neckerchief, blue_ribbon, blue_sailor_collar, blue_skirt, one-hour_drawing_challenge, pleated_skirt, serafuku, simple_background, sleeveless_shirt, solo, twitter_username, undershirt, white_background, white_gloves, black_pantyhose, cowboy_shot, looking_at_viewer, open_mouth |
| 2 | 5 |  |  |  |  |  | 1girl, black_pantyhose, blue_neckerchief, blue_sailor_collar, blue_skirt, open_mouth, pleated_skirt, serafuku, sleeveless_shirt, solo, undershirt, white_gloves, blue_ribbon, full_body, closed_eyes, running, sparkle |
| 3 | 5 |  |  |  |  |  | 1girl, blush, looking_at_viewer, open_mouth, solo, ass, black_pantyhose, aqua_hair, bangs, hair_between_eyes, panties_under_pantyhose, simple_background, undershirt, white_gloves, cowboy_shot, hair_down, navel, skin_fang, smile, white_background, white_panties |
| 4 | 8 |  |  |  |  |  | 1girl, solo, black_pantyhose, hood_up, raincoat, simple_background, blush, looking_at_viewer, open_mouth, smile, white_background, white_gloves, boots, full_body, long_sleeves, skin_fang, standing, bangs |
| 5 | 10 |  |  |  |  |  | 1girl, solo, black_pantyhose, long_sleeves, open_mouth, alternate_costume, christmas, smile, fur_trim, red_dress, red_footwear, santa_costume, bell, blush, looking_at_viewer, red_mittens, sack, boots, full_body, red_gloves, skin_fang, hair_between_eyes, holding, sailor_collar, simple_background |
| 6 | 5 |  |  |  |  |  | 1girl, alternate_costume, open_mouth, skin_fang, solo, blush, full_body, simple_background, white_background, long_sleeves, ritual_baton, smile, tate_eboshi, wide_sleeves, hair_between_eyes, holding, kimono, looking_at_viewer, short_hair, socks, tabi |
| 7 | 6 |  |  |  |  |  | 1girl, solo, flat_chest, grin, alternate_costume, artist_logo, blush, cowboy_shot, dated, looking_at_viewer, simple_background, white_background, collarbone |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blue_neckerchief | serafuku | simple_background | sleeveless_shirt | solo | undershirt | white_gloves | blue_sailor_collar | upper_body | white_background | grin | looking_at_viewer | blue_ribbon | blue_skirt | one-hour_drawing_challenge | pleated_skirt | twitter_username | black_pantyhose | cowboy_shot | open_mouth | full_body | closed_eyes | running | sparkle | blush | ass | aqua_hair | bangs | hair_between_eyes | panties_under_pantyhose | hair_down | navel | skin_fang | smile | white_panties | hood_up | raincoat | boots | long_sleeves | standing | alternate_costume | christmas | fur_trim | red_dress | red_footwear | santa_costume | bell | red_mittens | sack | red_gloves | holding | sailor_collar | ritual_baton | tate_eboshi | wide_sleeves | kimono | short_hair | socks | tabi | flat_chest | artist_logo | dated | collarbone |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:-----------|:--------------------|:-------------------|:-------|:-------------|:---------------|:---------------------|:-------------|:-------------------|:-------|:--------------------|:--------------|:-------------|:-----------------------------|:----------------|:-------------------|:------------------|:--------------|:-------------|:------------|:--------------|:----------|:----------|:--------|:------|:------------|:--------|:--------------------|:--------------------------|:------------|:--------|:------------|:--------|:----------------|:----------|:-----------|:--------|:---------------|:-----------|:--------------------|:------------|:-----------|:------------|:---------------|:----------------|:-------|:--------------|:-------|:-------------|:----------|:----------------|:---------------|:--------------|:---------------|:---------|:-------------|:--------|:-------|:-------------|:--------------|:--------|:-------------|
| 0 | 11 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | X | X | 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 | | | | | X | 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 | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 10 |  |  |  |  |  | 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 | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | | X | | X | | | | | X | | X | | | | | | | | X | X | | | | X | | | | X | | | | X | X | | | | | X | | X | | | | | | | | | | X | | X | X | X | X | X | X | X | | | | |
| 7 | 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

Dataset of sado (Kantai Collection)

数据集描述

该数据集包含257张图片及其标签，主要围绕角色sado（舰队收藏）。图片来源于多个网站，如danbooru、pixiv、zerochan等。

核心标签

• blue_hair
• multicolored_hair
• gradient_hair
• blonde_hair
• long_hair
• red_eyes
• hat
• white_headwear
• sailor_hat
• fang
• ahoge

数据集包列表

名称	图片数量	大小	类型	描述
raw	257	166.78 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	257	121.61 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	489	236.94 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	257	158.28 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	489	299.10 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	图片示例1	图片示例2	图片示例3	图片示例4	图片示例5	标签
0	11						1girl, blue_neckerchief, serafuku, simple_background, sleeveless_shirt, solo, undershirt, white_gloves, blue_sailor_collar, upper_body, white_background, grin, looking_at_viewer, blue_ribbon
1	6						1girl, blue_neckerchief, blue_ribbon, blue_sailor_collar, blue_skirt, one-hour_drawing_challenge, pleated_skirt, serafuku, simple_background, sleeveless_shirt, solo, twitter_username, undershirt, white_background, white_gloves, black_pantyhose, cowboy_shot, looking_at_viewer, open_mouth
2	5						1girl, black_pantyhose, blue_neckerchief, blue_sailor_collar, blue_skirt, open_mouth, pleated_skirt, serafuku, sleeveless_shirt, solo, undershirt, white_gloves, blue_ribbon, full_body, closed_eyes, running, sparkle
3	5						1girl, blush, looking_at_viewer, open_mouth, solo, ass, black_pantyhose, aqua_hair, bangs, hair_between_eyes, panties_under_pantyhose, simple_background, undershirt, white_gloves, cowboy_shot, hair_down, navel, skin_fang, smile, white_background, white_panties
4	8						1girl, solo, black_pantyhose, hood_up, raincoat, simple_background, blush, looking_at_viewer, open_mouth, smile, white_background, white_gloves, boots, full_body, long_sleeves, skin_fang, standing, bangs
5	10						1girl, solo, black_pantyhose, long_sleeves, open_mouth, alternate_costume, christmas, smile, fur_trim, red_dress, red_footwear, santa_costume, bell, blush, looking_at_viewer, red_mittens, sack, boots, full_body, red_gloves, skin_fang, hair_between_eyes, holding, sailor_collar, simple_background
6	5						1girl, alternate_costume, open_mouth, skin_fang, solo, blush, full_body, simple_background, white_background, long_sleeves, ritual_baton, smile, tate_eboshi, wide_sleeves, hair_between_eyes, holding, kimono, looking_at_viewer, short_hair, socks, tabi
7	6						1girl, solo, flat_chest, grin, alternate_costume, artist_logo, blush, cowboy_shot, dated, looking_at_viewer, simple_background, white_background, collarbone

表格版本

#	样本数量	图片示例1	图片示例2	图片示例3	图片示例4	图片示例5	1girl	blue_neckerchief	serafuku	simple_background	sleeveless_shirt	solo	undershirt	white_gloves	blue_sailor_collar	upper_body	white_background	grin	looking_at_viewer	blue_ribbon	blue_skirt	one-hour_drawing_challenge	pleated_skirt	twitter_username	black_pantyhose	cowboy_shot	open_mouth	full_body	closed_eyes	running	sparkle	blush	ass	aqua_hair	bangs	hair_between_eyes	panties_under_pantyhose	hair_down	navel	skin_fang	smile	white_panties	hood_up	raincoat	boots	long_sleeves	standing	alternate_costume	christmas	fur_trim	red_dress	red_footwear	santa_costume	bell	red_mittens	sack	red_gloves	holding	sailor_collar	ritual_baton	tate_eboshi	wide_sleeves	kimono	short_hair	socks	tabi	flat_chest	artist_logo	dated	collarbone
0	11						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	X	X	X	X	X	X
2	5						X	X	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					X	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
5	10						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
6	5	![](samples/6/clu6-sample0.png