CyberHarem/hiei_kantaicollection

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

# Dataset of hiei/比叡/比叡 (Kantai Collection)

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

The core tags of this character are `short_hair, brown_hair, hairband, blue_eyes, headgear, flipped_hair, 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 | 500 | 528.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiei_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 324.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiei_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1137 | 665.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiei_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 472.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiei_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1137 | 904.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hiei_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/hiei_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 | 14 |  |  |  |  |  | 1girl, bare_shoulders, detached_sleeves, japanese_clothes, nontraditional_miko, thighhighs, pantyhose, smile, solo, open_mouth, thigh_boots, turret, cannon, one_eye_closed, plaid_skirt, ribbon-trimmed_sleeves, ;d |
| 1 | 6 |  |  |  |  |  | 1girl, detached_sleeves, green_skirt, japanese_clothes, nontraditional_miko, plaid_skirt, ribbon-trimmed_sleeves, simple_background, smile, solo, white_background, cowboy_shot, looking_at_viewer, wide_sleeves, blush, clenched_hands, grey_eyes, one-hour_drawing_challenge |
| 2 | 6 |  |  |  |  |  | 1girl, detached_sleeves, japanese_clothes, looking_at_viewer, nontraditional_miko, plaid_skirt, ribbon-trimmed_sleeves, solo, thigh_boots, thighhighs, green_skirt, simple_background, smile, white_background, blush, cowboy_shot, grey_eyes, open_mouth |
| 3 | 16 |  |  |  |  |  | 1girl, detached_sleeves, japanese_clothes, ribbon-trimmed_sleeves, solo, smile, upper_body, looking_at_viewer, nontraditional_miko, simple_background, white_background |
| 4 | 7 |  |  |  |  |  | 2girls, bare_shoulders, detached_sleeves, japanese_clothes, nontraditional_miko, smile, blush, open_mouth, skirt, long_hair |
| 5 | 5 |  |  |  |  |  | 1girl, detached_sleeves, hetero, nipples, open_mouth, penis, 1boy, blush, medium_breasts, nontraditional_miko, solo_focus, japanese_clothes, mosaic_censoring, pussy, ribbon-trimmed_sleeves, sex, thighhighs, vaginal, bare_shoulders, handjob, large_breasts, open_clothes, spread_legs, sweat, tears |
| 6 | 13 |  |  |  |  |  | looking_at_viewer, 1girl, blue_sky, cloud, cowboy_shot, day, smile, solo, outdoors, white_bikini, large_breasts, navel, open_mouth, side-tie_bikini_bottom |
| 7 | 21 |  |  |  |  |  | playboy_bunny, rabbit_ears, strapless_leotard, 1girl, detached_collar, solo, looking_at_viewer, fake_animal_ears, wrist_cuffs, simple_background, black_pantyhose, cowboy_shot, large_breasts, white_background, alternate_costume, cleavage, medium_breasts, bowtie, white_leotard, rabbit_tail, thighband_pantyhose, green_necktie, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | detached_sleeves | japanese_clothes | nontraditional_miko | thighhighs | pantyhose | smile | solo | open_mouth | thigh_boots | turret | cannon | one_eye_closed | plaid_skirt | ribbon-trimmed_sleeves | ;d | green_skirt | simple_background | white_background | cowboy_shot | looking_at_viewer | wide_sleeves | blush | clenched_hands | grey_eyes | one-hour_drawing_challenge | upper_body | 2girls | skirt | long_hair | hetero | nipples | penis | 1boy | medium_breasts | solo_focus | mosaic_censoring | pussy | sex | vaginal | handjob | large_breasts | open_clothes | spread_legs | sweat | tears | blue_sky | cloud | day | outdoors | white_bikini | navel | side-tie_bikini_bottom | playboy_bunny | rabbit_ears | strapless_leotard | detached_collar | fake_animal_ears | wrist_cuffs | black_pantyhose | alternate_costume | cleavage | bowtie | white_leotard | rabbit_tail | thighband_pantyhose | green_necktie |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:-------------------|:----------------------|:-------------|:------------|:--------|:-------|:-------------|:--------------|:---------|:---------|:-----------------|:--------------|:-------------------------|:-----|:--------------|:--------------------|:-------------------|:--------------|:--------------------|:---------------|:--------|:-----------------|:------------|:-----------------------------|:-------------|:---------|:--------|:------------|:---------|:----------|:--------|:-------|:-----------------|:-------------|:-------------------|:--------|:------|:----------|:----------|:----------------|:---------------|:--------------|:--------|:--------|:-----------|:--------|:------|:-----------|:---------------|:--------|:-------------------------|:----------------|:--------------|:--------------------|:------------------|:-------------------|:--------------|:------------------|:--------------------|:-----------|:---------|:----------------|:--------------|:----------------------|:----------------|
| 0 | 14 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | | X | X | X | | | X | X | | | | | | X | X | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | | X | X | X | X | | X | X | X | X | | | | X | X | | X | X | X | X | X | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 16 |  |  |  |  |  | X | | X | X | X | | | X | X | | | | | | | X | | | X | X | | X | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | | X | X | X | X | | | X | | X | | | | | | | | | | | | | | X | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | X | X | X | X | | | | X | | | | | | X | | | | | | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 6 | 13 |  |  |  |  |  | X | | | | | | | X | X | X | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 7 | 21 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of hiei/比叡/比叡 (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: 500张
• 核心标签: short_hair, brown_hair, hairband, blue_eyes, headgear, flipped_hair, breasts

数据包列表

名称	图像数量	大小	类型	描述
raw	500	528.09 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	500	324.61 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1137	665.05 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	472.34 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1137	904.79 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	14		1girl, bare_shoulders, detached_sleeves, japanese_clothes, nontraditional_miko, thighhighs, pantyhose, smile, solo, open_mouth, thigh_boots, turret, cannon, one_eye_closed, plaid_skirt, ribbon-trimmed_sleeves, ;d
1	6		1girl, detached_sleeves, green_skirt, japanese_clothes, nontraditional_miko, plaid_skirt, ribbon-trimmed_sleeves, simple_background, smile, solo, white_background, cowboy_shot, looking_at_viewer, wide_sleeves, blush, clenched_hands, grey_eyes, one-hour_drawing_challenge
2	6		1girl, detached_sleeves, japanese_clothes, looking_at_viewer, nontraditional_miko, plaid_skirt, ribbon-trimmed_sleeves, solo, thigh_boots, thighhighs, green_skirt, simple_background, smile, white_background, blush, cowboy_shot, grey_eyes, open_mouth
3	16		1girl, detached_sleeves, japanese_clothes, ribbon-trimmed_sleeves, solo, smile, upper_body, looking_at_viewer, nontraditional_miko, simple_background, white_background
4	7		2girls, bare_shoulders, detached_sleeves, japanese_clothes, nontraditional_miko, smile, blush, open_mouth, skirt, long_hair
5	5		1girl, detached_sleeves, hetero, nipples, open_mouth, penis, 1boy, blush, medium_breasts, nontraditional_miko, solo_focus, japanese_clothes, mosaic_censoring, pussy, sex, thighhighs, vaginal, bare_shoulders, handjob, large_breasts, open_clothes, spread_legs, sweat, tears
6	13		looking_at_viewer, 1girl, blue_sky, cloud, cowboy_shot, day, smile, solo, outdoors, white_bikini, large_breasts, navel, open_mouth, side-tie_bikini_bottom
7	21		playboy_bunny, rabbit_ears, strapless_leotard, 1girl, detached_collar, solo, looking_at_viewer, fake_animal_ears, wrist_cuffs, simple_background, black_pantyhose, cowboy_shot, large_breasts, white_background, alternate_costume, cleavage, medium_breasts, bowtie, white_leotard, rabbit_tail, thighband_pantyhose, green_necktie, smile

表格版本

#	样本数量	图像示例	1girl	bare_shoulders	detached_sleeves	japanese_clothes	nontraditional_miko	thighhighs	pantyhose	smile	solo	open_mouth	thigh_boots	turret	cannon	one_eye_closed	plaid_skirt	ribbon-trimmed_sleeves	;d	green_skirt	simple_background	white_background	cowboy_shot	looking_at_viewer	wide_sleeves	blush	clenched_hands	grey_eyes	one-hour_drawing_challenge	upper_body	2girls	skirt	long_hair	hetero	nipples	penis	1boy	medium_breasts	solo_focus	mosaic_censoring	pussy	sex	vaginal	handjob	large_breasts	open_clothes	spread_legs	sweat	tears	blue_sky	cloud	day	outdoors	white_bikini	navel	side-tie_bikini_bottom	playboy_bunny	rabbit_ears	strapless_leotard	detached_collar	fake_animal_ears	wrist_cuffs	black_pantyhose	alternate_costume	cleavage	bowtie	white_leotard	rabbit_tail	thighband_pantyhose	green_necktie
0	14		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	6		X		X	X	X			X	X						X	X		X	X	X	X	X	X	X	X	X	X
2	6		X		X	X	X	X		X	X	X	X				X	X		X	X	X	X	X		X		X
3	16		X		X	X	X			X	X							X			X	X		X						X
4	7			X	X	X	X			X		X														X					X	X	X
5	5		X	X	X	X	X	X				X						X								X								X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
6	13		X							X	X	X											X	X																					X					X	X	X	X	X	X	X
7	21		X							X	X												X	X																					X					X	X	X	X	X	X	X