CyberHarem/z1_leberecht_maass_kantaicollection

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

# Dataset of z1_leberecht_maass/レーベレヒト・マース (Kantai Collection)

This is the dataset of z1_leberecht_maass/レーベレヒト・マース (Kantai Collection), containing 500 images and their tags.

The core tags of this character are `short_hair, blue_eyes, grey_hair, hat, sailor_hat`, 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 | 475.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z1_leberecht_maass_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 289.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z1_leberecht_maass_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1119 | 610.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z1_leberecht_maass_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 428.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z1_leberecht_maass_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1119 | 834.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z1_leberecht_maass_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/z1_leberecht_maass_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 | 20 |  |  |  |  |  | 1girl, sailor_collar, sailor_dress, looking_at_viewer, solo, clothes_writing, smile, blonde_hair, open_mouth, blush |
| 1 | 10 |  |  |  |  |  | 1girl, black_neckerchief, blue_dress, blue_sailor_collar, sailor_dress, simple_background, solo, white_background, blue_headwear, clothes_writing, looking_at_viewer, long_sleeves, cowboy_shot, smile, upper_body |
| 2 | 9 |  |  |  |  |  | 1girl, bikini_skirt, sailor_bikini, white_bikini, white_headwear, white_sailor_collar, clothes_writing, looking_at_viewer, lowleg_bikini, microskirt, solo, blonde_hair, cowboy_shot, frills, flat_chest, pleated_skirt, white_background, navel, one-hour_drawing_challenge, simple_background, smile, twitter_username |
| 3 | 5 |  |  |  |  |  | 1girl, bikini_skirt, clothes_writing, cowboy_shot, navel, sailor_bikini, solo, white_bikini, white_headwear, white_sailor_collar, blush, flat_chest, looking_at_viewer, open_mouth, simple_background, microskirt, white_background, white_hair |
| 4 | 5 |  |  |  |  |  | 1girl, alternate_costume, dirndl, dress, iron_cross, looking_at_viewer, open_mouth, waist_apron, blue_apron, solo, :d, blush, puffy_short_sleeves, choker, collarbone, small_breasts |
| 5 | 8 |  |  |  |  |  | beer_mug, dirndl, open_mouth, 1girl, blue_apron, dress, holding_cup, smile, alternate_costume, iron_cross, short_sleeves, waist_apron, puffy_sleeves, solo, blush, looking_at_viewer, ass |
| 6 | 10 |  |  |  |  |  | 1boy, 1girl, blush, hetero, open_mouth, solo_focus, vaginal, censored, penis, sweat, heart, bottomless, navel, pussy_juice, loli, nipples, sailor_collar, small_breasts, spread_legs, clothed_sex, cum_in_pussy, flat_chest, lying, sailor_dress |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | sailor_collar | sailor_dress | looking_at_viewer | solo | clothes_writing | smile | blonde_hair | open_mouth | blush | black_neckerchief | blue_dress | blue_sailor_collar | simple_background | white_background | blue_headwear | long_sleeves | cowboy_shot | upper_body | bikini_skirt | sailor_bikini | white_bikini | white_headwear | white_sailor_collar | lowleg_bikini | microskirt | frills | flat_chest | pleated_skirt | navel | one-hour_drawing_challenge | twitter_username | white_hair | alternate_costume | dirndl | dress | iron_cross | waist_apron | blue_apron | :d | puffy_short_sleeves | choker | collarbone | small_breasts | beer_mug | holding_cup | short_sleeves | puffy_sleeves | ass | 1boy | hetero | solo_focus | vaginal | censored | penis | sweat | heart | bottomless | pussy_juice | loli | nipples | spread_legs | clothed_sex | cum_in_pussy | lying |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:---------------|:--------------------|:-------|:------------------|:--------|:--------------|:-------------|:--------|:--------------------|:-------------|:---------------------|:--------------------|:-------------------|:----------------|:---------------|:--------------|:-------------|:---------------|:----------------|:---------------|:-----------------|:----------------------|:----------------|:-------------|:---------|:-------------|:----------------|:--------|:-----------------------------|:-------------------|:-------------|:--------------------|:---------|:--------|:-------------|:--------------|:-------------|:-----|:----------------------|:---------|:-------------|:----------------|:-----------|:--------------|:----------------|:----------------|:------|:-------|:---------|:-------------|:----------|:-----------|:--------|:--------|:--------|:-------------|:--------------|:-------|:----------|:--------------|:--------------|:---------------|:--------|
| 0 | 20 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | | X | X | X | X | X | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | X | | | X | X | X | X | X | | | | | | X | X | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | | | X | X | X | | | X | X | | | | X | X | | | X | | X | X | X | X | X | | X | | X | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | | X | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 5 | 8 |  |  |  |  |  | X | | | X | X | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 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: z1_leberecht_maass/レーベレヒト・マース (Kantai Collection)
• 描述: 包含500张图片及其标签的数据集。
• 核心标签: short_hair, blue_eyes, grey_hair, hat, sailor_hat
• 标签来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。

数据集包

名称	图片数量	大小	类型	描述
raw	500	475.14 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	289.88 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1119	610.01 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	428.72 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1119	834.46 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	图片示例	标签
0	20		1girl, sailor_collar, sailor_dress, looking_at_viewer, solo, clothes_writing, smile, blonde_hair, open_mouth, blush
1	10		1girl, black_neckerchief, blue_dress, blue_sailor_collar, sailor_dress, simple_background, solo, white_background, blue_headwear, clothes_writing, looking_at_viewer, long_sleeves, cowboy_shot, smile, upper_body
2	9		1girl, bikini_skirt, sailor_bikini, white_bikini, white_headwear, white_sailor_collar, clothes_writing, looking_at_viewer, lowleg_bikini, microskirt, solo, blonde_hair, cowboy_shot, frills, flat_chest, pleated_skirt, white_background, navel, one-hour_drawing_challenge, simple_background, smile, twitter_username
3	5		1girl, bikini_skirt, clothes_writing, cowboy_shot, navel, sailor_bikini, solo, white_bikini, white_headwear, white_sailor_collar, blush, flat_chest, looking_at_viewer, open_mouth, simple_background, microskirt, white_background, white_hair
4	5		1girl, alternate_costume, dirndl, dress, iron_cross, looking_at_viewer, open_mouth, waist_apron, blue_apron, solo, :d, blush, puffy_short_sleeves, choker, collarbone, small_breasts
5	8		beer_mug, dirndl, open_mouth, 1girl, blue_apron, dress, holding_cup, smile, alternate_costume, iron_cross, short_sleeves, waist_apron, puffy_sleeves, solo, blush, looking_at_viewer, ass
6	10		1boy, 1girl, blush, hetero, open_mouth, solo_focus, vaginal, censored, penis, sweat, heart, bottomless, navel, pussy_juice, loli, nipples, sailor_collar, small_breasts, spread_legs, clothed_sex, cum_in_pussy, flat_chest, lying, sailor_dress

表格版本

#	样本数	图片示例	1girl	sailor_collar	sailor_dress	looking_at_viewer	solo	clothes_writing	smile	blonde_hair	open_mouth	blush	black_neckerchief	blue_dress	blue_sailor_collar	simple_background	white_background	blue_headwear	long_sleeves	cowboy_shot	upper_body	bikini_skirt	sailor_bikini	white_bikini	white_headwear	white_sailor_collar	lowleg_bikini	microskirt	frills	flat_chest	pleated_skirt	navel	one-hour_drawing_challenge	twitter_username	white_hair	alternate_costume	dirndl	dress	iron_cross	waist_apron	blue_apron	:d	puffy_short_sleeves	choker	collarbone	small_breasts	beer_mug	holding_cup	short_sleeves	puffy_sleeves	ass	1boy	hetero	solo_focus	vaginal	censored	penis	sweat	heart	bottomless	pussy_juice	loli	nipples	spread_legs	clothed_sex	cum_in_pussy	lying
0	20		X	X	X	X	X	X	X	X	X	X
1	10		X		X	X	X	X	X				X	X	X	X	X	X	X	X	X
2	9		X			X	X	X	X	X						X	X			X		X	X	X	X	X	X	X	X	X	X	X	X	X
3	5		X			X	X	X			X	X				X	X			X		X	X	X	X	X		X		X		X			X
4	5		X			X	X				X	X																								X	X	X	X	X	X	X	X	X	X	X
5	8		X			X	X		X		X	X																								X	X	X	X	X	X						X	X	X	X	X
6	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