CyberHarem/aqua_konosuba

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

# Dataset of aqua/アクア (Kono Subarashii Sekai ni Shukufuku wo!)

This is the dataset of aqua/アクア (Kono Subarashii Sekai ni Shukufuku wo!), containing 758 images and their tags.

The core tags of this character are `blue_hair, long_hair, hair_ornament, hair_rings, blue_eyes, bow, green_bow`, 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 | 758 | 685.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aqua_konosuba/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 758 | 535.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aqua_konosuba/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1558 | 1021.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aqua_konosuba/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 758 | 685.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aqua_konosuba/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1558 | 1.22 GiB | [Download](https://huggingface.co/datasets/CyberHarem/aqua_konosuba/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/aqua_konosuba',
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, anime_coloring, bangs, bare_shoulders, detached_sleeves, open_mouth, solo, upper_body, hair_between_eyes, looking_at_viewer, single_hair_ring, medium_breasts |
| 1 | 8 |  |  |  |  |  | 1girl, breasts, detached_sleeves, solo, bare_shoulders, single_hair_ring, upper_body, anime_coloring, looking_at_viewer, smile, hair_between_eyes |
| 2 | 16 |  |  |  |  |  | 1girl, solo, open_mouth, anime_coloring, detached_sleeves |
| 3 | 5 |  |  |  |  |  | 1girl, detached_sleeves, single_hair_ring, solo, thighhighs, very_long_hair, blue_skirt |
| 4 | 13 |  |  |  |  |  | 1girl, smile, solo, detached_sleeves, closed_eyes, bare_shoulders |
| 5 | 10 |  |  |  |  |  | 1girl, anime_coloring, blush, open_mouth, solo, tears, parody, crying, detached_sleeves, closed_eyes, meme |
| 6 | 5 |  |  |  |  |  | 1girl, anime_coloring, bare_shoulders, closed_mouth, detached_sleeves, solo, bangs, hair_between_eyes, looking_at_viewer, upper_body |
| 7 | 5 |  |  |  |  |  | 1girl, anime_coloring, closed_mouth, solo, closed_eyes, hair_between_eyes, smile |
| 8 | 5 |  |  |  |  |  | 1girl, bare_shoulders, collarbone, solo, upper_body, anime_coloring, blush, smile, breasts |
| 9 | 7 |  |  |  |  |  | 1girl, blue_footwear, blue_shirt, blue_skirt, detached_sleeves, solo, thigh_boots, thighhighs_under_boots, breasts, open_mouth, white_thighhighs, very_long_hair |
| 10 | 7 |  |  |  |  |  | 1girl, anime_coloring, bangs, closed_mouth, hair_between_eyes, solo, blurry, looking_at_viewer, portrait, smile |
| 11 | 7 |  |  |  |  |  | 1boy, 1girl, detached_sleeves, solo_focus, blue_skirt, single_hair_ring, anime_coloring, breasts, looking_at_viewer, open_mouth |
| 12 | 6 |  |  |  |  |  | 2girls, detached_sleeves, open_mouth, solo_focus, blue_skirt, anime_coloring |
| 13 | 5 |  |  |  |  |  | 2girls, blue_footwear, blue_skirt, breasts, detached_sleeves, thighhighs, brown_hair, open_mouth, thigh_boots, 1boy, bare_shoulders, single_hair_ring |
| 14 | 7 |  |  |  |  |  | 1girl, enmaided, maid_apron, maid_headdress, zettai_ryouiki, breasts, solo, frills, single_hair_ring, white_thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | anime_coloring | bangs | bare_shoulders | detached_sleeves | open_mouth | solo | upper_body | hair_between_eyes | looking_at_viewer | single_hair_ring | medium_breasts | breasts | smile | thighhighs | very_long_hair | blue_skirt | closed_eyes | blush | tears | parody | crying | meme | closed_mouth | collarbone | blue_footwear | blue_shirt | thigh_boots | thighhighs_under_boots | white_thighhighs | blurry | portrait | 1boy | solo_focus | 2girls | brown_hair | enmaided | maid_apron | maid_headdress | zettai_ryouiki | frills |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:--------|:-----------------|:-------------------|:-------------|:-------|:-------------|:--------------------|:--------------------|:-------------------|:-----------------|:----------|:--------|:-------------|:-----------------|:-------------|:--------------|:--------|:--------|:---------|:---------|:-------|:---------------|:-------------|:----------------|:-------------|:--------------|:-------------------------|:-------------------|:---------|:-----------|:-------|:-------------|:---------|:-------------|:-----------|:-------------|:-----------------|:-----------------|:---------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | | X | X | | X | X | X | X | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 16 |  |  |  |  |  | X | X | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | | | | X | | X | | | | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 13 |  |  |  |  |  | X | | | X | X | | X | | | | | | | X | | | | X | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 10 |  |  |  |  |  | X | X | | | X | X | X | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | X | X | X | X | | X | X | X | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | X | | | | | X | | X | | | | | X | | | | X | | | | | | X | | | | | | | | | | | | | | | | | |
| 8 | 5 |  |  |  |  |  | X | X | | X | | | X | X | | | | | X | X | | | | | X | | | | | | X | | | | | | | | | | | | | | | | |
| 9 | 7 |  |  |  |  |  | X | | | | X | X | X | | | | | | X | | | X | X | | | | | | | | | X | X | X | X | X | | | | | | | | | | | |
| 10 | 7 |  |  |  |  |  | X | X | X | | | | X | | X | X | | | | X | | | | | | | | | | X | | | | | | | X | X | | | | | | | | | |
| 11 | 7 |  |  |  |  |  | X | X | | | X | X | | | | X | X | | X | | | | X | | | | | | | | | | | | | | | | X | X | | | | | | | |
| 12 | 6 |  |  |  |  |  | | X | | | X | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | X | X | | | | | | |
| 13 | 5 |  |  |  |  |  | | | | X | X | X | | | | | X | | X | | X | | X | | | | | | | | | X | | X | | | | | X | | X | X | | | | | |
| 14 | 7 |  |  |  |  |  | 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 aqua/アクア (Kono Subarashii Sekai ni Shukufuku wo!)
• 包含内容: 758张图片及其标签
• 核心标签: blue_hair, long_hair, hair_ornament, hair_rings, blue_eyes, bow, green_bow
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图片数量	大小	类型	描述
raw	758	685.89 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	758	535.83 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	1558	1021.39 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	758	685.61 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	1558	1.22 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	图片示例	标签
0	7		1girl, anime_coloring, bangs, bare_shoulders, detached_sleeves, open_mouth, solo, upper_body, hair_between_eyes, looking_at_viewer, single_hair_ring, medium_breasts
1	8		1girl, breasts, detached_sleeves, solo, bare_shoulders, single_hair_ring, upper_body, anime_coloring, looking_at_viewer, smile, hair_between_eyes
2	16		1girl, solo, open_mouth, anime_coloring, detached_sleeves
3	5		1girl, detached_sleeves, single_hair_ring, solo, thighhighs, very_long_hair, blue_skirt
4	13		1girl, smile, solo, detached_sleeves, closed_eyes, bare_shoulders
5	10		1girl, anime_coloring, blush, open_mouth, solo, tears, parody, crying, detached_sleeves, closed_eyes, meme
6	5		1girl, anime_coloring, bare_shoulders, closed_mouth, detached_sleeves, solo, bangs, hair_between_eyes, looking_at_viewer, upper_body
7	5		1girl, anime_coloring, closed_mouth, solo, closed_eyes, hair_between_eyes, smile
8	5		1girl, bare_shoulders, collarbone, solo, upper_body, anime_coloring, blush, smile, breasts
9	7		1girl, blue_footwear, blue_shirt, blue_skirt, detached_sleeves, solo, thigh_boots, thighhighs_under_boots, breasts, open_mouth, white_thighhighs, very_long_hair
10	7		1girl, anime_coloring, bangs, closed_mouth, hair_between_eyes, solo, blurry, looking_at_viewer, portrait, smile
11	7		1boy, 1girl, detached_sleeves, solo_focus, blue_skirt, single_hair_ring, anime_coloring, breasts, looking_at_viewer, open_mouth
12	6		2girls, detached_sleeves, open_mouth, solo_focus, blue_skirt, anime_coloring
13	5		2girls, blue_footwear, blue_skirt, breasts, detached_sleeves, thighhighs, brown_hair, open_mouth, thigh_boots, 1boy, bare_shoulders, single_hair_ring
14	7		1girl, enmaided, maid_apron, maid_headdress, zettai_ryouiki, breasts, solo, frills, single_hair_ring, white_thighhighs

搜集汇总

背景与挑战

背景概述

该数据集名为'aqua_konosuba'，由CyberHarem组织创建，是一个文本到图像生成数据集，规模在1,000到10,000个样本之间，专注于艺术风格内容。数据集标记为'Not-For-All-Audiences'，可能包含敏感信息，需用户注意使用安全，并采用MIT开源许可证。