CyberHarem/betor_granbluefantasy

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

# Dataset of betor/ヴェトル (Granblue Fantasy)

This is the dataset of betor/ヴェトル (Granblue Fantasy), containing 34 images and their tags.

The core tags of this character are `long_hair, ribbon, hair_ribbon, very_long_hair, drill_hair, yellow_eyes, blue_hair, hairband, bangs, breasts, purple_hair`, 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 | 34 | 37.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/betor_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 34 | 27.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/betor_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 70 | 50.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/betor_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 34 | 35.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/betor_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 70 | 64.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/betor_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/betor_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 | 6 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, long_sleeves, brown_eyes, closed_mouth, collarbone, detached_sleeves, blush, cleavage, puffy_sleeves, simple_background, smile, white_background, white_dress |
| 1 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, solo, star_(symbol), bare_shoulders |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | looking_at_viewer | solo | long_sleeves | brown_eyes | closed_mouth | collarbone | detached_sleeves | blush | cleavage | puffy_sleeves | simple_background | smile | white_background | white_dress | star_(symbol) |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------------|:-------|:---------------|:-------------|:---------------|:-------------|:-------------------|:--------|:-----------|:----------------|:--------------------|:--------|:-------------------|:--------------|:----------------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | |
| 1 | 5 |  |  |  |  |  | X | X | X | X | | | | | | | | | | | | | X |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of betor/ヴェトル (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: 34张
• 核心标签: long_hair, ribbon, hair_ribbon, very_long_hair, drill_hair, yellow_eyes, blue_hair, hairband, bangs, breasts, purple_hair
• 来源: 从多个网站爬取，包括danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	34	37.99 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	34	27.61 MiB	IMG+TXT	短边不超过800像素的图像数据集
stage3-p480-800	70	50.21 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	34	35.16 MiB	IMG+TXT	短边不超过1200像素的图像数据集
stage3-p480-1200	70	64.32 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	6		1girl, bare_shoulders, looking_at_viewer, solo, long_sleeves, brown_eyes, closed_mouth, collarbone, detached_sleeves, blush, cleavage, puffy_sleeves, simple_background, smile, white_background, white_dress
1	5		1girl, looking_at_viewer, solo, star_(symbol), bare_shoulders

表格版本

#	样本数量	图像示例	1girl	bare_shoulders	looking_at_viewer	solo	long_sleeves	brown_eyes	closed_mouth	collarbone	detached_sleeves	blush	cleavage	puffy_sleeves	simple_background	smile	white_background	white_dress	star_(symbol)
0	6		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	5		X	X	X	X													X