CyberHarem/graf_zeppelin_kantaicollection

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

# Dataset of graf_zeppelin/グラーフ・ツェッペリン (Kantai Collection)

This is the dataset of graf_zeppelin/グラーフ・ツェッペリン (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `blonde_hair, long_hair, twintails, breasts, sidelocks, large_breasts, hair_between_eyes, blue_eyes, hat, peaked_cap`, 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 | 595.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 350.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1264 | 773.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 531.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1264 | 1.05 GiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_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/graf_zeppelin_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, black_gloves, capelet, looking_at_viewer, military_uniform, miniskirt, necktie, solo, black_pantyhose, pleated_skirt, simple_background, white_background, hand_on_hip, iron_cross |
| 1 | 23 |  |  |  |  |  | 1girl, black_skirt, capelet, iron_cross, military_uniform, miniskirt, necktie, pleated_skirt, solo, black_gloves, black_pantyhose, looking_at_viewer, military_hat, simple_background, white_background, jacket, long_sleeves, cowboy_shot, purple_eyes |
| 2 | 10 |  |  |  |  |  | 1girl, black_gloves, black_pantyhose, capelet, looking_at_viewer, miniskirt, necktie, pleated_skirt, solo, iron_cross, military_uniform, black_skirt, crossed_arms |
| 3 | 11 |  |  |  |  |  | 1girl, black_pantyhose, capelet, looking_at_viewer, solo, uniform, black_gloves, miniskirt, blush |
| 4 | 25 |  |  |  |  |  | 1girl, capelet, military_uniform, necktie, solo, iron_cross, upper_body, looking_at_viewer, simple_background, white_background, black_gloves, long_sleeves, military_hat, blush |
| 5 | 10 |  |  |  |  |  | looking_at_viewer, 1girl, blush, solo, navel, simple_background, white_bikini, cleavage, collarbone, iron_cross, white_background, cowboy_shot, necktie, black_gloves, side-tie_bikini_bottom |
| 6 | 9 |  |  |  |  |  | 1girl, cleavage, navel, solo, black_bikini, collarbone, blush, looking_at_viewer, closed_mouth, grey_eyes, alternate_costume, simple_background, white_background |
| 7 | 5 |  |  |  |  |  | 1boy, 1girl, black_gloves, hetero, nipples, penis, bar_censor, huge_breasts, solo_focus, blush, handjob, paizuri, uniform, alternate_breast_size, ass, breasts_out, clothed_female_nude_male, ejaculation, gigantic_breasts, heart-shaped_pupils, large_areolae, purple_eyes, smile, tongue_out |
| 8 | 5 |  |  |  |  |  | 1girl, detached_collar, looking_at_viewer, playboy_bunny, rabbit_ears, rabbit_tail, solo, alternate_costume, black_leotard, fake_animal_ears, simple_background, black_pantyhose, grey_eyes, strapless_leotard, white_background, wrist_cuffs, armpits, ass, blush, cleavage, fake_tail, gloves, highleg_leotard |
| 9 | 8 |  |  |  |  |  | cleavage, dirndl, waist_apron, 1girl, alternate_costume, beer_mug, solo, underbust, blush, holding_cup, iron_cross, collarbone, looking_at_viewer, black_dress, cowboy_shot, puffy_short_sleeves, bangs, necklace, smile |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | capelet | looking_at_viewer | military_uniform | miniskirt | necktie | solo | black_pantyhose | pleated_skirt | simple_background | white_background | hand_on_hip | iron_cross | black_skirt | military_hat | jacket | long_sleeves | cowboy_shot | purple_eyes | crossed_arms | uniform | blush | upper_body | navel | white_bikini | cleavage | collarbone | side-tie_bikini_bottom | black_bikini | closed_mouth | grey_eyes | alternate_costume | 1boy | hetero | nipples | penis | bar_censor | huge_breasts | solo_focus | handjob | paizuri | alternate_breast_size | ass | breasts_out | clothed_female_nude_male | ejaculation | gigantic_breasts | heart-shaped_pupils | large_areolae | smile | tongue_out | detached_collar | playboy_bunny | rabbit_ears | rabbit_tail | black_leotard | fake_animal_ears | strapless_leotard | wrist_cuffs | armpits | fake_tail | gloves | highleg_leotard | dirndl | waist_apron | beer_mug | underbust | holding_cup | black_dress | puffy_short_sleeves | bangs | necklace |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------|:--------------------|:-------------------|:------------|:----------|:-------|:------------------|:----------------|:--------------------|:-------------------|:--------------|:-------------|:--------------|:---------------|:---------|:---------------|:--------------|:--------------|:---------------|:----------|:--------|:-------------|:--------|:---------------|:-----------|:-------------|:-------------------------|:---------------|:---------------|:------------|:--------------------|:-------|:---------|:----------|:--------|:-------------|:---------------|:-------------|:----------|:----------|:------------------------|:------|:--------------|:---------------------------|:--------------|:-------------------|:----------------------|:----------------|:--------|:-------------|:------------------|:----------------|:--------------|:--------------|:----------------|:-------------------|:--------------------|:--------------|:----------|:------------|:---------|:------------------|:---------|:--------------|:-----------|:------------|:--------------|:--------------|:----------------------|:--------|:-----------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 23 |  |  |  |  |  | X | X | X | X | X | X | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | X | X | X | X | | X | | X | X | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 25 |  |  |  |  |  | X | X | X | X | X | | X | X | | | X | X | | X | | X | | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 10 |  |  |  |  |  | X | X | | X | | | X | X | | | X | X | | X | | | | | X | | | | X | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 9 |  |  |  |  |  | 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 | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 8 | 5 |  |  |  |  |  | X | | | X | | | | X | X | | X | X | | | | | | | | | | | X | | | | X | | | | | X | X | | | | | | | | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | |
| 9 | 8 |  |  |  |  |  | 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 graf_zeppelin/グラーフ・ツェッペリン (Kantai Collection)

数据集描述

该数据集包含500张图像及其标签，主题为graf_zeppelin/グラーフ・ツェッペリン（舰队Collection）。图像主要标签包括blonde_hair, long_hair, twintails, breasts, sidelocks, large_breasts, hair_between_eyes, blue_eyes, hat, peaked_cap。

数据集标签

• 核心标签：blonde_hair, long_hair, twintails, breasts, sidelocks, large_breasts, hair_between_eyes, blue_eyes, hat, peaked_cap

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	595.51 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	350.04 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1264	773.84 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	500	531.18 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1264	1.05 GiB	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, black_gloves, capelet, looking_at_viewer, military_uniform, miniskirt, necktie, solo, black_pantyhose, pleated_skirt, simple_background, white_background, hand_on_hip, iron_cross
1	23						1girl, black_skirt, capelet, iron_cross, military_uniform, miniskirt, necktie, pleated_skirt, solo, black_gloves, black_pantyhose, looking_at_viewer, military_hat, simple_background, white_background, jacket, long_sleeves, cowboy_shot, purple_eyes
2	10						1girl, black_gloves, black_pantyhose, capelet, looking_at_viewer, miniskirt, necktie, pleated_skirt, solo, iron_cross, military_uniform, black_skirt, crossed_arms
3	11						1girl, black_pantyhose, capelet, looking_at_viewer, solo, uniform, black_gloves, miniskirt, blush
4	25						1girl, capelet, military_uniform, necktie, solo, iron_cross, upper_body, looking_at_viewer, simple_background, white_background, black_gloves, long_sleeves, military_hat, blush
5	10						looking_at_viewer, 1girl, blush, solo, navel, simple_background, white_bikini, cleavage, collarbone, iron_cross, white_background, cowboy_shot, necktie, black_gloves, side-tie_bikini_bottom
6	9						1girl, cleavage, navel, solo, black_bikini, collarbone, blush, looking_at_viewer, closed_mouth, grey_eyes, alternate_costume, simple_background, white_background
7	5						1boy, 1girl, black_gloves, hetero, nipples, penis, bar_censor, huge_breasts, solo_focus, blush, handjob, paizuri, uniform, alternate_breast_size, ass, breasts_out, clothed_female_nude_male, ejaculation, gigantic_breasts, heart-shaped_pupils, large_areolae, purple_eyes, smile, tongue_out
8	5						1girl, detached_collar, looking_at_viewer, playboy_bunny, rabbit_ears, rabbit_tail, solo, alternate_costume, black_leotard, fake_animal_ears, simple_background, black_pantyhose, grey_eyes, strapless_leotard, white_background, wrist_cuffs, armpits, ass, blush, cleavage, fake_tail, gloves, highleg_leotard
9	8						cleavage, dirndl, waist_apron, 1girl, alternate_costume, beer_mug, solo, underbust, blush, holding_cup, iron_cross, collarbone, looking_at_viewer, black_dress, cowboy_shot, puffy_short_sleeves, bangs, necklace, smile

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	black_gloves	capelet	looking_at_viewer	military_uniform	miniskirt	necktie	solo	black_pantyhose	pleated_skirt	simple_background	white_background	hand_on_hip	iron_cross	black_skirt	military_hat	jacket	long_sleeves	cowboy_shot	purple_eyes	crossed_arms	uniform	blush	upper_body	navel	white_bikini	cleavage	collarbone	side-tie_bikini_bottom	black_bikini	closed_mouth	grey_eyes	alternate_costume	1boy	hetero	nipples	penis	bar_censor	huge_breasts	solo_focus	handjob	paizuri	alternate_breast_size	ass	breasts_out	clothed_female_nude_male	ejaculation	gigantic_breasts	heart-shaped_pupils	large_areolae	smile	tongue_out	detached_collar	playboy_bunny	rabbit_ears	rabbit_tail	black_leotard	fake_animal_ears	strapless_leotard	wrist_cuffs	armpits	fake_tail	gloves	highleg_leotard	dirndl	waist_apron	beer_mug	underbust	holding_cup	black_dress	puffy_short_sleeves	bangs	necklace
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	23						X	X	X	X	X	X	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
3	11						X	X	X	X		X		X	X													X	X
4	25						X	X	X	X	X		X	X			X	X		X		X		X					X	X