CyberHarem/maestrale_kantaicollection

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

# Dataset of maestrale (Kantai Collection)

This is the dataset of maestrale (Kantai Collection), containing 198 images and their tags.

The core tags of this character are `long_hair, one_side_up, bangs, green_eyes, blunt_bangs, ribbon, hair_ornament, hair_ribbon, grey_hair, anchor_hair_ornament, white_ribbon, white_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 | 198 | 179.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maestrale_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 198 | 121.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maestrale_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 448 | 255.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maestrale_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 198 | 167.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maestrale_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 448 | 332.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maestrale_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/maestrale_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_necklace, sailor_collar, sailor_dress, simple_background, sleeveless_dress, solo, striped, tan, white_background, white_dress, full_body, looking_at_viewer, smile, hat, neckerchief |
| 1 | 9 |  |  |  |  |  | 1girl, neckerchief, sailor_dress, simple_background, sleeveless_dress, solo, striped, white_background, white_dress, anchor_necklace, looking_at_viewer, tan, one-hour_drawing_challenge, twitter_username, open_mouth, white_sailor_collar, smile |
| 2 | 35 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, smile, one-piece_tan, open_mouth, simple_background, polka_dot_bikini, white_background, navel, pink_bikini, cowboy_shot, polka_dot_ribbon, frills, twitter_username |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | anchor_necklace | sailor_collar | sailor_dress | simple_background | sleeveless_dress | solo | striped | tan | white_background | white_dress | full_body | looking_at_viewer | smile | hat | neckerchief | one-hour_drawing_challenge | twitter_username | open_mouth | white_sailor_collar | blush | one-piece_tan | polka_dot_bikini | navel | pink_bikini | cowboy_shot | polka_dot_ribbon | frills |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------|:----------------|:---------------|:--------------------|:-------------------|:-------|:----------|:------|:-------------------|:--------------|:------------|:--------------------|:--------|:------|:--------------|:-----------------------------|:-------------------|:-------------|:----------------------|:--------|:----------------|:-------------------|:--------|:--------------|:--------------|:-------------------|:---------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | X | X | | X | X | X | X | X | X | X | X | | X | X | | X | X | X | X | X | | | | | | | | |
| 2 | 35 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of maestrale (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

数据集内容

• 图像数量: 198张
• 核心标签: long_hair, one_side_up, bangs, green_eyes, blunt_bangs, ribbon, hair_ornament, hair_ribbon, grey_hair, anchor_hair_ornament, white_ribbon, white_hair

数据集包列表

名称	图像数量	大小	类型	描述
raw	198	179.13 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	198	121.26 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	448	255.68 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	198	167.30 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	448	332.48 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1	图像2	图像3	图像4	图像5	标签
0	5						1girl, anchor_necklace, sailor_collar, sailor_dress, simple_background, sleeveless_dress, solo, striped, tan, white_background, white_dress, full_body, looking_at_viewer, smile, hat, neckerchief
1	9						1girl, neckerchief, sailor_dress, simple_background, sleeveless_dress, solo, striped, white_background, white_dress, anchor_necklace, looking_at_viewer, tan, one-hour_drawing_challenge, twitter_username, open_mouth, white_sailor_collar, smile
2	35						1girl, looking_at_viewer, solo, blush, smile, one-piece_tan, open_mouth, simple_background, polka_dot_bikini, white_background, navel, pink_bikini, cowboy_shot, polka_dot_ribbon, frills, twitter_username

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	anchor_necklace	sailor_collar	sailor_dress	simple_background	sleeveless_dress	solo	striped	tan	white_background	white_dress	full_body	looking_at_viewer	smile	hat	neckerchief	one-hour_drawing_challenge	twitter_username	open_mouth	white_sailor_collar	blush	one-piece_tan	polka_dot_bikini	navel	pink_bikini	cowboy_shot	polka_dot_ribbon	frills
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	9						X	X		X	X	X	X	X	X	X	X		X	X		X	X	X	X	X
2	35						X				X		X			X			X	X				X	X		X	X	X	X	X	X	X	X