CyberHarem/kukuru_granbluefantasy

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

# Dataset of kukuru (Granblue Fantasy)

This is the dataset of kukuru (Granblue Fantasy), containing 134 images and their tags.

The core tags of this character are `blue_eyes, blonde_hair, long_hair, breasts, ribbon, twintails, hat, hair_ribbon, beret, medium_breasts, bangs, large_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 | 134 | 165.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 134 | 101.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 335 | 219.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 134 | 148.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 335 | 291.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kukuru_granbluefantasy/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/kukuru_granbluefantasy',
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 | 23 |  |  |  |  |  | 1girl, solo, smile, looking_at_viewer, bare_shoulders, blush, open_mouth, belt, collarbone, skirt, cleavage, white_background |
| 1 | 7 |  |  |  |  |  | 1girl, halloween, looking_at_viewer, solo, white_gloves, witch_hat, smile, bow, detached_sleeves, dress, jack-o'-lantern, open_mouth, pumpkin, broom, white_headwear, blush, boots, cape, cleavage, high_heels, skirt |
| 2 | 8 |  |  |  |  |  | 1girl, blush, hetero, solo_focus, 1boy, nipples, penis, open_mouth, sex, vaginal, smile, sweat, blue_ribbon, collarbone, cum_in_pussy, mosaic_censoring, nude, one_eye_closed, spread_legs, tears |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | smile | looking_at_viewer | bare_shoulders | blush | open_mouth | belt | collarbone | skirt | cleavage | white_background | halloween | white_gloves | witch_hat | bow | detached_sleeves | dress | jack-o'-lantern | pumpkin | broom | white_headwear | boots | cape | high_heels | hetero | solo_focus | 1boy | nipples | penis | sex | vaginal | sweat | blue_ribbon | cum_in_pussy | mosaic_censoring | nude | one_eye_closed | spread_legs | tears |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:--------------------|:-----------------|:--------|:-------------|:-------|:-------------|:--------|:-----------|:-------------------|:------------|:---------------|:------------|:------|:-------------------|:--------|:------------------|:----------|:--------|:-----------------|:--------|:-------|:-------------|:---------|:-------------|:-------|:----------|:--------|:------|:----------|:--------|:--------------|:---------------|:-------------------|:-------|:-----------------|:--------------|:--------|
| 0 | 23 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | X | X | | X | X | | | X | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | 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 kukuru (Granblue Fantasy)
• 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: 134张
• 核心标签: blue_eyes, blonde_hair, long_hair, breasts, ribbon, twintails, hat, hair_ribbon, beret, medium_breasts, bangs, large_breasts
• 图像来源: 从多个网站爬取，包括danbooru, pixiv, zerochan等

数据集包列表

名称	图像数量	大小	类型	描述
raw	134	165.19 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	134	101.96 MiB	IMG+TXT	短边不超过800像素的图像数据集
stage3-p480-800	335	219.68 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	134	148.71 MiB	IMG+TXT	短边不超过1200像素的图像数据集
stage3-p480-1200	335	291.43 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	23		1girl, solo, smile, looking_at_viewer, bare_shoulders, blush, open_mouth, belt, collarbone, skirt, cleavage, white_background
1	7		1girl, halloween, looking_at_viewer, solo, white_gloves, witch_hat, smile, bow, detached_sleeves, dress, jack-o-lantern, open_mouth, pumpkin, broom, white_headwear, blush, boots, cape, cleavage, high_heels, skirt
2	8		1girl, blush, hetero, solo_focus, 1boy, nipples, penis, open_mouth, sex, vaginal, smile, sweat, blue_ribbon, collarbone, cum_in_pussy, mosaic_censoring, nude, one_eye_closed, spread_legs, tears

表格版本

#	样本数量	图像示例	1girl	solo	smile	looking_at_viewer	bare_shoulders	blush	open_mouth	belt	collarbone	skirt	cleavage	white_background	halloween	white_gloves	witch_hat	bow	detached_sleeves	dress	jack-o-lantern	pumpkin	broom	white_headwear	boots	cape	high_heels	hetero	solo_focus	1boy	nipples	penis	sex	vaginal	sweat	blue_ribbon	cum_in_pussy	mosaic_censoring	nude	one_eye_closed	spread_legs	tears
0	23		X	X	X	X	X	X	X	X	X	X	X	X