CyberHarem/inazuma_kantaicollection

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

# Dataset of inazuma/電/이나즈마 (Kantai Collection)

This is the dataset of inazuma/電/이나즈마 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `brown_hair, folded_ponytail, brown_eyes, 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 | 500 | 432.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/inazuma_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 314.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/inazuma_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1200 | 669.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/inazuma_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 409.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/inazuma_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1200 | 828.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/inazuma_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/inazuma_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 | 29 |  |  |  |  |  | 1girl, serafuku, solo, black_skirt, long_sleeves, pleated_skirt, red_neckerchief, looking_at_viewer, black_sailor_collar, anchor_symbol, hair_between_eyes, blush, white_background, simple_background, smile, white_shirt, cowboy_shot, open_mouth |
| 1 | 19 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, solo, open_mouth, neckerchief, blush, smile, pleated_skirt |
| 2 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, red_neckerchief, serafuku, solo, upper_body, anchor_symbol, black_sailor_collar, long_sleeves, hair_between_eyes, blush, simple_background, smile, white_background |
| 3 | 6 |  |  |  |  |  | 1girl, looking_at_viewer, serafuku, skirt, smile, solo, blush, wariza |
| 4 | 6 |  |  |  |  |  | 1girl, cat_ears, cat_tail, looking_at_viewer, open_mouth, serafuku, solo, blush, kemonomimi_mode, neckerchief, pleated_skirt, smile |
| 5 | 10 |  |  |  |  |  | open_mouth, serafuku, 2girls, hairclip, short_hair, fang, red_neckerchief, blush, hat, pleated_skirt, solo_focus, :d, looking_at_viewer, long_sleeves |
| 6 | 11 |  |  |  |  |  | 1girl, solo, alternate_costume, looking_at_viewer, smile, blush, open_mouth, yukata, obi, floral_print |
| 7 | 7 |  |  |  |  |  | 1girl, apron, looking_at_viewer, solo, enmaided, blush, maid_headdress, heart, open_mouth, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | serafuku | solo | black_skirt | long_sleeves | pleated_skirt | red_neckerchief | looking_at_viewer | black_sailor_collar | anchor_symbol | hair_between_eyes | blush | white_background | simple_background | smile | white_shirt | cowboy_shot | open_mouth | neckerchief | upper_body | skirt | wariza | cat_ears | cat_tail | kemonomimi_mode | 2girls | hairclip | short_hair | fang | hat | solo_focus | :d | alternate_costume | yukata | obi | floral_print | apron | enmaided | maid_headdress | heart |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:-------|:--------------|:---------------|:----------------|:------------------|:--------------------|:----------------------|:----------------|:--------------------|:--------|:-------------------|:--------------------|:--------|:--------------|:--------------|:-------------|:--------------|:-------------|:--------|:---------|:-----------|:-----------|:------------------|:---------|:-----------|:-------------|:-------|:------|:-------------|:-----|:--------------------|:---------|:------|:---------------|:--------|:-----------|:-----------------|:--------|
| 0 | 29 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 19 |  |  |  |  |  | X | X | X | | | X | | X | | | | X | | | X | | | X | X | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | X | | X | | X | X | X | X | X | X | X | X | X | | | | | X | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | X | X | | | | | X | | | | X | | | X | | | | | | X | X | | | | | | | | | | | | | | | | | | |
| 4 | 6 |  |  |  |  |  | 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 | | | | | | | | |
| 6 | 11 |  |  |  |  |  | X | | X | | | | | X | | | | X | | | X | | | X | | | | | | | | | | | | | | | X | X | X | X | | | | |
| 7 | 7 |  |  |  |  |  | X | | X | | | | | X | | | | X | | | X | | | X | | | | | | | | | | | | | | | | | | | X | X | X | X |

This is the dataset of inazuma/電/이나즈마 (Kantai Collection), containing 500 images and their tags. The core tags of this character are brown_hair, folded_ponytail, brown_eyes, 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. The dataset is categorized into different packages based on image size and processing stages, and includes a list of clusters showing tag clustering results for further analysis.

原始信息汇总

数据集概述

数据集基本信息

• 名称: Dataset of inazuma/電/이나즈마 (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K
• 包含内容: 500张图片及其标签
• 核心标签: brown_hair, folded_ponytail, brown_eyes, long_hair

数据集包列表

名称	图片数量	大小	类型	描述
raw	500	432.43 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	500	314.49 MiB	IMG+TXT	短边不超过800像素的图片数据集
stage3-p480-800	1200	669.96 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	409.47 MiB	IMG+TXT	短边不超过1200像素的图片数据集
stage3-p480-1200	1200	828.53 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	标签
0	29		1girl, serafuku, solo, black_skirt, long_sleeves, pleated_skirt, red_neckerchief, looking_at_viewer, black_sailor_collar, anchor_symbol, hair_between_eyes, blush, white_background, simple_background, smile, white_shirt, cowboy_shot, open_mouth
1	19		1girl, looking_at_viewer, serafuku, solo, open_mouth, neckerchief, blush, smile, pleated_skirt
2	7		1girl, looking_at_viewer, red_neckerchief, serafuku, solo, upper_body, anchor_symbol, black_sailor_collar, long_sleeves, hair_between_eyes, blush, simple_background, smile, white_background
3	6		1girl, looking_at_viewer, serafuku, skirt, smile, solo, blush, wariza
4	6		1girl, cat_ears, cat_tail, looking_at_viewer, open_mouth, serafuku, solo, blush, kemonomimi_mode, neckerchief, pleated_skirt, smile
5	10		open_mouth, serafuku, 2girls, hairclip, short_hair, fang, red_neckerchief, blush, hat, pleated_skirt, solo_focus, :d, looking_at_viewer, long_sleeves
6	11		1girl, solo, alternate_costume, looking_at_viewer, smile, blush, open_mouth, yukata, obi, floral_print
7	7		1girl, apron, looking_at_viewer, solo, enmaided, blush, maid_headdress, heart, open_mouth, smile

表格版本

#	样本数量	图片示例	1girl	serafuku	solo	black_skirt	long_sleeves	pleated_skirt	red_neckerchief	looking_at_viewer	black_sailor_collar	anchor_symbol	hair_between_eyes	blush	white_background	simple_background	smile	white_shirt	cowboy_shot	open_mouth	neckerchief	upper_body	skirt	wariza	cat_ears	cat_tail	kemonomimi_mode	2girls	hairclip	short_hair	fang	hat	solo_focus	:d	alternate_costume	yukata	obi	floral_print	apron	enmaided	maid_headdress	heart
0	29		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	19		X	X	X			X		X				X			X			X	X
2	7		X	X	X		X		X	X	X	X	X	X	X	X	X					X
3	6		X	X	X					X				X			X						X	X
4	6		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
6	11		X		X					X				X			X			X															X	X	X	X
7	7		X		X					X				X			X			X																			X	X	X	X