CyberHarem/haguro_kantaicollection

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

# Dataset of haguro/羽黒/羽黒 (Kantai Collection)

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

The core tags of this character are `black_hair, short_hair, hair_ornament, brown_eyes, 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 | 512.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/haguro_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 323.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/haguro_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1129 | 667.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/haguro_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 464.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/haguro_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1129 | 896.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/haguro_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/haguro_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 | 10 |  |  |  |  |  | 1girl, black_skirt, looking_at_viewer, military_uniform, pencil_skirt, solo, white_gloves, purple_jacket, smile, alternate_legwear, open_mouth, simple_background, white_background, shirt, white_thighhighs, twitter_username, black_belt, cowboy_shot, juliet_sleeves |
| 1 | 28 |  |  |  |  |  | 1girl, black_skirt, solo, white_gloves, military_uniform, pencil_skirt, white_pantyhose, looking_at_viewer, long_sleeves, simple_background, open_mouth, white_background, belt, purple_jacket, smile, blush |
| 2 | 11 |  |  |  |  |  | 1girl, long_sleeves, military_uniform, purple_jacket, solo, upper_body, white_gloves, simple_background, white_background, looking_at_viewer, shirt, open_mouth, smile |
| 3 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, military_uniform, purple_jacket, solo, upper_body, white_background, shirt, simple_background, smile, black_eyes, blush, dated, large_breasts, long_sleeves |
| 4 | 8 |  |  |  |  |  | 1girl, solo, white_gloves, blush, open_mouth, tears, smile |
| 5 | 9 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, torn_pantyhose, white_gloves, elbow_gloves, medium_breasts, white_pantyhose, tears, sitting, skirt, open_mouth |
| 6 | 6 |  |  |  |  |  | 1girl, alternate_costume, blush, long_sleeves, looking_at_viewer, simple_background, solo, white_background, large_breasts, twitter_username, black_dress, black_eyes, habit, nun, open_mouth, cowboy_shot, hair_between_eyes, holding_book |
| 7 | 5 |  |  |  |  |  | 1girl, bikini, looking_at_viewer, solo, blush, large_breasts, simple_background, white_background, cowboy_shot, navel, cleavage, leaning_forward, open_mouth |
| 8 | 7 |  |  |  |  |  | 1girl, alternate_costume, obi, solo, looking_at_viewer, hair_between_eyes, purple_kimono, smile, black_eyes, blue_kimono, blush, dated, floral_print, open_mouth, upper_body, yukata |
| 9 | 5 |  |  |  |  |  | 1boy, 1girl, hetero, large_breasts, navel, nipples, solo_focus, cowgirl_position, girl_on_top, nude, open_mouth, sweat, vaginal, censored, dark-skinned_male, female_pubic_hair, happy_sex, penis, smile, bouncing_breasts, collarbone, heart, medium_breasts, nose_blush, pov, wedding_ring |
| 10 | 5 |  |  |  |  |  | 1girl, blue_sky, cowboy_shot, day, looking_at_viewer, outdoors, solo, cleavage, cloud, large_breasts, navel, ocean, black_bikini, blush, collarbone, hair_between_eyes, medium_breasts, smile, beach, black_eyes, open_clothes, open_mouth, tree, white_jacket, white_shirt |
| 11 | 8 |  |  |  |  |  | detached_collar, playboy_bunny, rabbit_ears, strapless_leotard, 1girl, cleavage, fake_animal_ears, solo, wrist_cuffs, rabbit_tail, simple_background, white_background, black_bowtie, blush, cowboy_shot, large_breasts, looking_at_viewer, medium_breasts, black_leotard, purple_leotard, embarrassed, open_mouth, tears, white_gloves |
| 12 | 5 |  |  |  |  |  | 1girl, black_neckerchief, black_panties, blue_skirt, blush, crop_top, elbow_gloves, shimakaze_(kancolle)_(cosplay), solo, white_gloves, blue_sailor_collar, cowboy_shot, highleg_panties, microskirt, miniskirt, pleated_skirt, striped_thighhighs, black_hairband, large_breasts, looking_at_viewer, thong, embarrassed, navel, open_mouth, serafuku |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_skirt | looking_at_viewer | military_uniform | pencil_skirt | solo | white_gloves | purple_jacket | smile | alternate_legwear | open_mouth | simple_background | white_background | shirt | white_thighhighs | twitter_username | black_belt | cowboy_shot | juliet_sleeves | white_pantyhose | long_sleeves | belt | blush | upper_body | black_eyes | dated | large_breasts | tears | torn_pantyhose | elbow_gloves | medium_breasts | sitting | skirt | alternate_costume | black_dress | habit | nun | hair_between_eyes | holding_book | bikini | navel | cleavage | leaning_forward | obi | purple_kimono | blue_kimono | floral_print | yukata | 1boy | hetero | nipples | solo_focus | cowgirl_position | girl_on_top | nude | sweat | vaginal | censored | dark-skinned_male | female_pubic_hair | happy_sex | penis | bouncing_breasts | collarbone | heart | nose_blush | pov | wedding_ring | blue_sky | day | outdoors | cloud | ocean | black_bikini | beach | open_clothes | tree | white_jacket | white_shirt | detached_collar | playboy_bunny | rabbit_ears | strapless_leotard | fake_animal_ears | wrist_cuffs | rabbit_tail | black_bowtie | black_leotard | purple_leotard | embarrassed | black_neckerchief | black_panties | blue_skirt | crop_top | shimakaze_(kancolle)_(cosplay) | blue_sailor_collar | highleg_panties | microskirt | miniskirt | pleated_skirt | striped_thighhighs | black_hairband | thong | serafuku |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------------|:--------------------|:-------------------|:---------------|:-------|:---------------|:----------------|:--------|:--------------------|:-------------|:--------------------|:-------------------|:--------|:-------------------|:-------------------|:-------------|:--------------|:-----------------|:------------------|:---------------|:-------|:--------|:-------------|:-------------|:--------|:----------------|:--------|:-----------------|:---------------|:-----------------|:----------|:--------|:--------------------|:--------------|:--------|:------|:--------------------|:---------------|:---------|:--------|:-----------|:------------------|:------|:----------------|:--------------|:---------------|:---------|:-------|:---------|:----------|:-------------|:-------------------|:--------------|:-------|:--------|:----------|:-----------|:--------------------|:--------------------|:------------|:--------|:-------------------|:-------------|:--------|:-------------|:------|:---------------|:-----------|:------|:-----------|:--------|:--------|:---------------|:--------|:---------------|:-------|:---------------|:--------------|:------------------|:----------------|:--------------|:--------------------|:-------------------|:--------------|:--------------|:---------------|:----------------|:-----------------|:--------------|:--------------------|:----------------|:-------------|:-----------|:---------------------------------|:---------------------|:------------------|:-------------|:------------|:----------------|:---------------------|:-----------------|:--------|:-----------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 28 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | X | X | X | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 11 |  |  |  |  |  | X | | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 8 |  |  |  |  |  | X | | | | | X | X | | X | | X | | | | | | | | | | | | X | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 9 |  |  |  |  |  | X | | X | | | X | X | | | | X | | | | | | | | | X | | | X | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | X | | X | | | X | | | | | X | X | X | | | X | | X | | | X | | X | | X | | X | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | | X | | | X | | | | | X | X | X | | | | | X | | | | | X | | | | X | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | X | | X | | | X | | | X | | X | | | | | | | | | | | | X | X | X | X | | | | | | | | X | | | | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 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 | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | |
| 11 | 8 |  |  |  |  |  | X | | X | | | X | X | | | | X | X | X | | | | | X | | | | | X | | | | X | X | | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 12 | 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 |

原始信息汇总

数据集概述

数据集名称

Dataset of haguro/羽黒/羽黒 (Kantai Collection)

数据集描述

该数据集包含500张图片及其标签，主要角色特征为黑色头发、短发、发饰、棕色眼睛和胸部。

数据集标签

核心标签包括：black_hair, short_hair, hair_ornament, brown_eyes, breasts。

数据集来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	500	512.56 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	323.38 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1129	667.46 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	464.18 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1129	896.47 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素

数据集加载

提供原始数据集（包括标记的图片）用于waifuc加载。

标签聚类结果

列出了标签聚类结果，可能包含一些服装信息。

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	10						1girl, black_skirt, looking_at_viewer, military_uniform, pencil_skirt, solo, white_gloves, purple_jacket, smile, alternate_legwear, open_mouth, simple_background, white_background, shirt, white_thighhighs, twitter_username, black_belt, cowboy_shot, juliet_sleeves
1	28						1girl, black_skirt, solo, white_gloves, military_uniform, pencil_skirt, white_pantyhose, looking_at_viewer, long_sleeves, simple_background, open_mouth, white_background, belt, purple_jacket, smile, blush
2	11						1girl, long_sleeves, military_uniform, purple_jacket, solo, upper_body, white_gloves, simple_background, white_background, looking_at_viewer, shirt, open_mouth, smile
3	7						1girl, looking_at_viewer, military_uniform, purple_jacket, solo, upper_body, white_background, shirt, simple_background, smile, black_eyes, blush, dated, large_breasts, long_sleeves
4	8						1girl, solo, white_gloves, blush, open_mouth, tears, smile
5	9						1girl, blush, looking_at_viewer, solo, torn_pantyhose, white_gloves, elbow_gloves, medium_breasts, white_pantyhose, tears, sitting, skirt, open_mouth
6	6						1girl, alternate_costume, blush, long_sleeves, looking_at_viewer, simple_background, solo, white_background, large_breasts, twitter_username, black_dress, black_eyes, habit, nun, open_mouth, cowboy_shot, hair_between_eyes, holding_book
7	5						1girl, bikini, looking_at_viewer, solo, blush, large_breasts, simple_background, white_background, cowboy_shot, navel, cleavage, leaning_forward, open_mouth
8	7						1girl, alternate_costume, obi, solo, looking_at_viewer, hair_between_eyes, purple_kimono, smile, black_eyes, blue_kimono, blush, dated, floral_print, open_mouth, upper_body, yukata
9	5						1boy, 1girl, hetero, large_breasts, navel, nipples, solo_focus, cowgirl_position, girl_on_top, nude, open_mouth, sweat, vaginal, censored, dark-skinned_male, female_pubic_hair, happy_sex, penis, smile, bouncing_breasts, collarbone, heart, medium_breasts, nose_blush, pov, wedding_ring
10	5						1girl, blue_sky, cowboy_shot, day, looking_at_viewer, outdoors, solo, cleavage, cloud, large_breasts, navel, ocean, black_bikini, blush, collarbone, hair_between_eyes, medium_breasts, smile, beach, black_eyes, open_clothes, open_mouth, tree, white_jacket, white_shirt
11	8						detached_collar, playboy_bunny, rabbit_ears, strapless_leotard, 1girl, cleavage, fake_animal_ears, solo, wrist_cuffs, rabbit_tail, simple_background, white_background, black_bowtie, blush, cowboy_shot, large_breasts, looking_at_viewer, medium_breasts, black_leotard, purple_leotard, embarrassed, open_mouth, tears, white_gloves
12	5						1girl, black_neckerchief, black_panties, blue_skirt, blush, crop_top, elbow_gloves, shimakaze_(kancolle)_(cosplay), solo, white_gloves, blue_sailor_collar, cowboy_shot, highleg_panties, microskirt, miniskirt, pleated_skirt, striped_thighhighs, black_hairband, large_breasts, looking_at_viewer, thong, embarrassed, navel, open_mouth, serafuku

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	black_skirt	looking_at_viewer	military_uniform	pencil_skirt	solo	white_gloves	purple_jacket	smile	alternate_legwear	open_mouth	simple_background	white_background	shirt	white_thighhighs	twitter_username	black_belt	cowboy_shot	juliet_sleeves	white_pantyhose	long_sleeves	belt	blush	upper_body	black_eyes	dated	large_breasts	tears	torn_pantyhose	elbow_gloves	medium_breasts	sitting	skirt	alternate_costume	black_dress	habit	nun	hair_between_eyes	holding_book	bikini	navel	cleavage	leaning_forward	obi	purple_kimono	blue_kimono	floral_print	yukata	1boy	hetero	nipples	solo_focus	cowgirl_position	girl_on_top	nude	sweat	vaginal	censored	dark-skinned_male	female_pubic_hair	happy_sex	penis	bouncing_breasts	collarbone	heart	nose_blush	pov	wedding_ring	blue_sky	day	outdoors	cloud	ocean	black_bikini	beach	open_clothes	tree	white_jacket	white_shirt	detached_collar	playboy_bunny	rabbit_ears	strapless_leotard	fake_animal_ears	wrist_cuffs	rabbit_tail	black_bowtie	black_leotard	purple_leotard	embarrassed	black_neckerchief	black_panties	blue_skirt	crop_top	shimakaze_(kancolle)_(cosplay)	blue_sailor_collar	highleg_panties	microskirt	miniskirt	pleated_skirt	striped_thighhighs	black_hairband	thong	serafuku
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X