CyberHarem/ishigaki_kantaicollection

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

# Dataset of ishigaki (Kantai Collection)

This is the dataset of ishigaki (Kantai Collection), containing 115 images and their tags.

The core tags of this character are `black_hair, short_hair, ribbon, red_ribbon, hair_ribbon, white_ribbon, bangs, purple_eyes, neck_ribbon, bow`, 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 | 115 | 81.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ishigaki_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 115 | 55.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ishigaki_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 249 | 114.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ishigaki_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 115 | 75.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ishigaki_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 249 | 149.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ishigaki_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/ishigaki_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 | 17 |  |  |  |  |  | 1girl, green_jacket, green_sailor_collar, green_skirt, long_sleeves, looking_at_viewer, pleated_skirt, serafuku, solo, simple_background, cowboy_shot, white_background, smile, one-hour_drawing_challenge |
| 1 | 13 |  |  |  |  |  | 1girl, black_socks, green_jacket, green_skirt, kneehighs, long_sleeves, pleated_skirt, serafuku, solo, green_sailor_collar, looking_at_viewer, simple_background, shoes, standing, black_footwear, full_body, smile, white_background, pom_pom_(clothes) |
| 2 | 5 |  |  |  |  |  | 1girl, green_jacket, green_sailor_collar, long_sleeves, serafuku, simple_background, solo, upper_body, white_background, looking_at_viewer, one-hour_drawing_challenge, pom_pom_(clothes), blush, open_mouth |
| 3 | 6 |  |  |  |  |  | 1girl, looking_at_viewer, simple_background, solo, white_background, frilled_apron, maid_headdress, white_apron, enmaided, full_body, smile, standing, artist_logo, black_footwear, dated, kimono, red_eyes, wa_maid |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | green_jacket | green_sailor_collar | green_skirt | long_sleeves | looking_at_viewer | pleated_skirt | serafuku | solo | simple_background | cowboy_shot | white_background | smile | one-hour_drawing_challenge | black_socks | kneehighs | shoes | standing | black_footwear | full_body | pom_pom_(clothes) | upper_body | blush | open_mouth | frilled_apron | maid_headdress | white_apron | enmaided | artist_logo | dated | kimono | red_eyes | wa_maid |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------------------|:--------------|:---------------|:--------------------|:----------------|:-----------|:-------|:--------------------|:--------------|:-------------------|:--------|:-----------------------------|:--------------|:------------|:--------|:-----------|:-----------------|:------------|:--------------------|:-------------|:--------|:-------------|:----------------|:-----------------|:--------------|:-----------|:--------------|:--------|:---------|:-----------|:----------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 1 | 13 |  |  |  |  |  | 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 | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of ishigaki (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 规模: n<1K

数据集内容

• 图像数量: 115张
• 核心标签: black_hair, short_hair, ribbon, red_ribbon, hair_ribbon, white_ribbon, bangs, purple_eyes, neck_ribbon, bow
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	115	81.65 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	115	55.73 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	249	114.99 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	115	75.77 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	249	149.06 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	17		1girl, green_jacket, green_sailor_collar, green_skirt, long_sleeves, looking_at_viewer, pleated_skirt, serafuku, solo, simple_background, cowboy_shot, white_background, smile, one-hour_drawing_challenge
1	13		1girl, black_socks, green_jacket, green_skirt, kneehighs, long_sleeves, pleated_skirt, serafuku, solo, green_sailor_collar, looking_at_viewer, simple_background, shoes, standing, black_footwear, full_body, smile, white_background, pom_pom_(clothes)
2	5		1girl, green_jacket, green_sailor_collar, long_sleeves, serafuku, simple_background, solo, upper_body, white_background, looking_at_viewer, one-hour_drawing_challenge, pom_pom_(clothes), blush, open_mouth
3	6		1girl, looking_at_viewer, simple_background, solo, white_background, frilled_apron, maid_headdress, white_apron, enmaided, full_body, smile, standing, artist_logo, black_footwear, dated, kimono, red_eyes, wa_maid

表格版本

#	样本数量	图像示例	1girl	green_jacket	green_sailor_collar	green_skirt	long_sleeves	looking_at_viewer	pleated_skirt	serafuku	solo	simple_background	cowboy_shot	white_background	smile	one-hour_drawing_challenge	black_socks	kneehighs	shoes	standing	black_footwear	full_body	pom_pom_(clothes)	upper_body	blush	open_mouth	frilled_apron	maid_headdress	white_apron	enmaided	artist_logo	dated	kimono	red_eyes	wa_maid
0	17		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	13		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
3	6		X					X			X	X		X	X					X	X	X	X				X	X	X	X	X	X