CyberHarem/akatsuki_kantaicollection

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

# Dataset of akatsuki/暁 (Kantai Collection)

This is the dataset of akatsuki/暁 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `long_hair, hat, purple_eyes, purple_hair, flat_cap, hair_between_eyes, black_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 | 451.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 304.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1158 | 642.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 416.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1158 | 835.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_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/akatsuki_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 | 5 |  |  |  |  |  | 1girl, anchor_symbol, black_pantyhose, long_sleeves, looking_at_viewer, pleated_skirt, red_neckerchief, serafuku, solo, smile, black_skirt, blush, white_background |
| 1 | 21 |  |  |  |  |  | 1girl, anchor_symbol, red_neckerchief, serafuku, solo, upper_body, black_headwear, looking_at_viewer, blush, simple_background, black_sailor_collar, long_sleeves, white_background, smile |
| 2 | 17 |  |  |  |  |  | 1girl, serafuku, solo, black_pantyhose, looking_at_viewer, open_mouth, red_neckerchief, machinery, turret, cannon, pleated_skirt |
| 3 | 5 |  |  |  |  |  | anchor_symbol, black_skirt, blush, long_sleeves, looking_at_viewer, red_neckerchief, serafuku, solo_focus, 2girls, pleated_skirt, smile, open_mouth, pantyhose, 1girl, thighhighs |
| 4 | 6 |  |  |  |  |  | enmaided, looking_at_viewer, 1girl, blush, maid_headdress, white_apron, maid_apron, puffy_short_sleeves, smile, solo, frilled_apron, white_background, white_thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | anchor_symbol | black_pantyhose | long_sleeves | looking_at_viewer | pleated_skirt | red_neckerchief | serafuku | solo | smile | black_skirt | blush | white_background | upper_body | black_headwear | simple_background | black_sailor_collar | open_mouth | machinery | turret | cannon | solo_focus | 2girls | pantyhose | thighhighs | enmaided | maid_headdress | white_apron | maid_apron | puffy_short_sleeves | frilled_apron | white_thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:------------------|:---------------|:--------------------|:----------------|:------------------|:-----------|:-------|:--------|:--------------|:--------|:-------------------|:-------------|:-----------------|:--------------------|:----------------------|:-------------|:------------|:---------|:---------|:-------------|:---------|:------------|:-------------|:-----------|:-----------------|:--------------|:-------------|:----------------------|:----------------|:-------------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 1 | 21 |  |  |  |  |  | X | X | | X | X | | X | X | X | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 2 | 17 |  |  |  |  |  | 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 | | | | | | | |
| 4 | 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

数据集信息

• 名称: Dataset of akatsuki/暁 (Kantai Collection)
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 500
• 核心标签: long_hair, hat, purple_eyes, purple_hair, flat_cap, hair_between_eyes, black_hair
• 来源: 从多个网站爬取，包括danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	500	451.98 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	304.51 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1158	642.78 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	416.86 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1158	835.50 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	5		1girl, anchor_symbol, black_pantyhose, long_sleeves, looking_at_viewer, pleated_skirt, red_neckerchief, serafuku, solo, smile, black_skirt, blush, white_background
1	21		1girl, anchor_symbol, red_neckerchief, serafuku, solo, upper_body, black_headwear, looking_at_viewer, blush, simple_background, black_sailor_collar, long_sleeves, white_background, smile
2	17		1girl, serafuku, solo, black_pantyhose, looking_at_viewer, open_mouth, red_neckerchief, machinery, turret, cannon, pleated_skirt
3	5		anchor_symbol, black_skirt, blush, long_sleeves, looking_at_viewer, red_neckerchief, serafuku, solo_focus, 2girls, pleated_skirt, smile, open_mouth, pantyhose, 1girl, thighhighs
4	6		enmaided, looking_at_viewer, 1girl, blush, maid_headdress, white_apron, maid_apron, puffy_short_sleeves, smile, solo, frilled_apron, white_background, white_thighhighs

表格版本

#	样本数量	图像示例	1girl	anchor_symbol	black_pantyhose	long_sleeves	looking_at_viewer	pleated_skirt	red_neckerchief	serafuku	solo	smile	black_skirt	blush	white_background	upper_body	black_headwear	simple_background	black_sailor_collar	open_mouth	machinery	turret	cannon	solo_focus	2girls	pantyhose	thighhighs	enmaided	maid_headdress	white_apron	maid_apron	puffy_short_sleeves	frilled_apron	white_thighhighs
0	5		X	X	X	X	X	X	X	X	X	X	X	X	X
1	21		X	X		X	X		X	X	X	X		X	X	X	X	X	X
2	17		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
4	6		X				X				X	X		X	X													X	X	X	X	X	X	X