CyberHarem/hatakaze_kantaicollection

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

# Dataset of hatakaze (Kantai Collection)

This is the dataset of hatakaze (Kantai Collection), containing 324 images and their tags.

The core tags of this character are `drill_hair, ponytail, blue_eyes, light_brown_hair, hair_between_eyes, ribbon, brown_hair, hair_ribbon, hair_ornament, red_ribbon, breasts`, 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 | 324 | 335.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 324 | 219.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 746 | 453.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 324 | 308.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 746 | 599.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hatakaze_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/hatakaze_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 | 7 |  |  |  |  |  | 1girl, haori, meiji_schoolgirl_uniform, simple_background, solo, upper_body, white_background, white_kimono, looking_at_viewer, smile, blush, furisode |
| 1 | 7 |  |  |  |  |  | 1girl, black_hakama, haori, meiji_schoolgirl_uniform, simple_background, solo, white_background, white_kimono, hakama_short_skirt, looking_at_viewer, smile, blush, furisode |
| 2 | 10 |  |  |  |  |  | detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, 1girl, cleavage, medium_breasts, simple_background, solo, strapless_leotard, wrist_cuffs, bowtie, alternate_costume, long_hair, white_background, black_pantyhose, blush, cowboy_shot, rabbit_tail, full_body, high_heels, thighhighs, yellow_leotard |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | haori | meiji_schoolgirl_uniform | simple_background | solo | upper_body | white_background | white_kimono | looking_at_viewer | smile | blush | furisode | black_hakama | hakama_short_skirt | detached_collar | fake_animal_ears | playboy_bunny | rabbit_ears | cleavage | medium_breasts | strapless_leotard | wrist_cuffs | bowtie | alternate_costume | long_hair | black_pantyhose | cowboy_shot | rabbit_tail | full_body | high_heels | thighhighs | yellow_leotard |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------------------|:--------------------|:-------|:-------------|:-------------------|:---------------|:--------------------|:--------|:--------|:-----------|:---------------|:---------------------|:------------------|:-------------------|:----------------|:--------------|:-----------|:-----------------|:--------------------|:--------------|:---------|:--------------------|:------------|:------------------|:--------------|:--------------|:------------|:-------------|:-------------|:-----------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | X | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 2 | 10 |  |  |  |  |  | X | | | X | X | | X | | X | | X | | | | 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 hatakaze (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

数据内容

• 图像数量: 324张
• 核心标签: drill_hair, ponytail, blue_eyes, light_brown_hair, hair_between_eyes, ribbon, brown_hair, hair_ribbon, hair_ornament, red_ribbon, breasts

数据包列表

名称	图像数量	大小	类型	描述
raw	324	335.58 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	324	219.80 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	746	453.70 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	324	308.22 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	746	599.70 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	7		1girl, haori, meiji_schoolgirl_uniform, simple_background, solo, upper_body, white_background, white_kimono, looking_at_viewer, smile, blush, furisode
1	7		1girl, black_hakama, haori, meiji_schoolgirl_uniform, simple_background, solo, white_background, white_kimono, hakama_short_skirt, looking_at_viewer, smile, blush, furisode
2	10		detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, 1girl, cleavage, medium_breasts, simple_background, solo, strapless_leotard, wrist_cuffs, bowtie, alternate_costume, long_hair, white_background, black_pantyhose, blush, cowboy_shot, rabbit_tail, full_body, high_heels, thighhighs, yellow_leotard

表格版本

#	样本数量	图像示例	1girl	haori	meiji_schoolgirl_uniform	simple_background	solo	upper_body	white_background	white_kimono	looking_at_viewer	smile	blush	furisode	black_hakama	hakama_short_skirt	detached_collar	fake_animal_ears	playboy_bunny	rabbit_ears	cleavage	medium_breasts	strapless_leotard	wrist_cuffs	bowtie	alternate_costume	long_hair	black_pantyhose	cowboy_shot	rabbit_tail	full_body	high_heels	thighhighs	yellow_leotard
0	7		X	X	X	X	X	X	X	X	X	X	X	X
1	7		X	X	X	X	X		X	X	X	X	X	X	X	X
2	10		X			X	X		X		X		X				X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X