CyberHarem/hatsukaze_kantaicollection

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

# Dataset of hatsukaze/初風 (Kantai Collection)

This is the dataset of hatsukaze/初風 (Kantai Collection), containing 469 images and their tags.

The core tags of this character are `long_hair, blue_hair, blue_eyes, bangs, blunt_bangs`, 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 | 469 | 345.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsukaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 469 | 249.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsukaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 961 | 484.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsukaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 469 | 325.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsukaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 961 | 602.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatsukaze_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/hatsukaze_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 | 22 |  |  |  |  |  | 1girl, solo, white_shirt, looking_at_viewer, white_gloves, short_sleeves, simple_background, school_uniform, upper_body, black_vest, white_background, yellow_bowtie, grey_vest, blush, blouse |
| 1 | 8 |  |  |  |  |  | 1girl, school_uniform, solo, vest, white_gloves, looking_at_viewer, hand_on_hip, pleated_skirt |
| 2 | 7 |  |  |  |  |  | 1girl, simple_background, santa_hat, solo, sweater, blush, looking_at_viewer, white_background, black_pantyhose, open_mouth, sailor_collar, thighband_pantyhose |
| 3 | 7 |  |  |  |  |  | 1girl, black_pantyhose, santa_hat, solo, full_body, looking_at_viewer, red_dress, red_footwear, sailor_collar, christmas, fur_trim, red_headwear, boots, fur-trimmed_headwear, long_sleeves, simple_background, sweater_dress, blush, gift_box, official_alternate_costume, santa_costume, thighband_pantyhose, white_background, yellow_neckerchief |
| 4 | 10 |  |  |  |  |  | fake_animal_ears, playboy_bunny, rabbit_ears, 1girl, solo, breasts, looking_at_viewer, black_pantyhose, bowtie, detached_collar, white_gloves, strapless_leotard, black_leotard, wrist_cuffs, blush, simple_background, tail, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_shirt | looking_at_viewer | white_gloves | short_sleeves | simple_background | school_uniform | upper_body | black_vest | white_background | yellow_bowtie | grey_vest | blush | blouse | vest | hand_on_hip | pleated_skirt | santa_hat | sweater | black_pantyhose | open_mouth | sailor_collar | thighband_pantyhose | full_body | red_dress | red_footwear | christmas | fur_trim | red_headwear | boots | fur-trimmed_headwear | long_sleeves | sweater_dress | gift_box | official_alternate_costume | santa_costume | yellow_neckerchief | fake_animal_ears | playboy_bunny | rabbit_ears | breasts | bowtie | detached_collar | strapless_leotard | black_leotard | wrist_cuffs | tail |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:--------------------|:---------------|:----------------|:--------------------|:-----------------|:-------------|:-------------|:-------------------|:----------------|:------------|:--------|:---------|:-------|:--------------|:----------------|:------------|:----------|:------------------|:-------------|:----------------|:----------------------|:------------|:------------|:---------------|:------------|:-----------|:---------------|:--------|:-----------------------|:---------------|:----------------|:-----------|:-----------------------------|:----------------|:---------------------|:-------------------|:----------------|:--------------|:----------|:---------|:------------------|:--------------------|:----------------|:--------------|:-------|
| 0 | 22 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | | X | X | | | X | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | | X | | | X | | | | X | | | X | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | X | | X | | | X | | | | X | | | X | | | | | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 4 | 10 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of hatsukaze/初風 (Kantai Collection)
• 描述: 包含469张图片及其标签的数据集，主题为hatsukaze/初風（舰队收藏）。
• 核心标签: long_hair, blue_hair, blue_eyes, bangs, blunt_bangs
• 标签来源: 图片从多个网站（如danbooru, pixiv, zerochan等）爬取。

数据集包列表

名称	图片数量	大小	类型	描述
raw	469	345.68 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	469	249.48 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	961	484.29 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	469	325.53 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	961	602.04 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	22		1girl, solo, white_shirt, looking_at_viewer, white_gloves, short_sleeves, simple_background, school_uniform, upper_body, black_vest, white_background, yellow_bowtie, grey_vest, blush, blouse
1	8		1girl, school_uniform, solo, vest, white_gloves, looking_at_viewer, hand_on_hip, pleated_skirt
2	7		1girl, simple_background, santa_hat, solo, sweater, blush, looking_at_viewer, white_background, black_pantyhose, open_mouth, sailor_collar, thighband_pantyhose
3	7		1girl, black_pantyhose, santa_hat, solo, full_body, looking_at_viewer, red_dress, red_footwear, sailor_collar, christmas, fur_trim, red_headwear, boots, fur-trimmed_headwear, long_sleeves, simple_background, sweater_dress, blush, gift_box, official_alternate_costume, santa_costume, thighband_pantyhose, white_background, yellow_neckerchief
4	10		fake_animal_ears, playboy_bunny, rabbit_ears, 1girl, solo, breasts, looking_at_viewer, black_pantyhose, bowtie, detached_collar, white_gloves, strapless_leotard, black_leotard, wrist_cuffs, blush, simple_background, tail, white_background

表格版本

#	样本数量	图片示例	标签
0	22		X, X, X, X, X, X, X, X, X, X, X, X, X, X, X
1	8		X, X, , X, X, , , X, , , , , X, X
2	7		X, X, , X, , , X, , , , , X, , X, X, X, X
3	7		X, X, , X, , , X, , , , , X, X, X, X, X, X, X, X, X, X, X, X, X
4	10		X, X, , X, X, , X, , , , , X, X, X, X, X, X, X, X, X, X