CyberHarem/io_euclase_granbluefantasy

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

# Dataset of io_euclase/イオ (Granblue Fantasy)

This is the dataset of io_euclase/イオ (Granblue Fantasy), containing 143 images and their tags.

The core tags of this character are `blonde_hair, long_hair, twintails, blue_eyes, hair_ornament, multicolored_hair, dark_skin, dark-skinned_female, gradient_hair, 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 | 143 | 154.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/io_euclase_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 143 | 100.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/io_euclase_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 297 | 193.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/io_euclase_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 143 | 140.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/io_euclase_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 297 | 259.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/io_euclase_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/io_euclase_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 | 12 |  |  |  |  |  | 1girl, solo, looking_at_viewer, staff, smile, dress, holding, open_mouth, simple_background, white_background, black_thighhighs, full_body |
| 1 | 5 |  |  |  |  |  | 1girl, blush, incoming_gift, open_mouth, solo, valentine, white_background, green_hair, dress, holding, looking_away, rainbow_hair, ribbon, tsundere, black_thighhighs, closed_eyes, looking_to_the_side |
| 2 | 6 |  |  |  |  |  | 1girl, hair_flower, navel, solo, white_bikini, looking_at_viewer, smile, blush, flat_chest, frilled_bikini |
| 3 | 11 |  |  |  |  |  | 1girl, day, outdoors, solo, blue_sky, cloud, open_mouth, water, blush, looking_at_viewer, hair_flower, navel, ocean, bikini_skirt, frilled_bikini, bare_shoulders, collarbone, white_bikini, bangs, very_long_hair, wading, :d, rainbow_hair |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | staff | smile | dress | holding | open_mouth | simple_background | white_background | black_thighhighs | full_body | blush | incoming_gift | valentine | green_hair | looking_away | rainbow_hair | ribbon | tsundere | closed_eyes | looking_to_the_side | hair_flower | navel | white_bikini | flat_chest | frilled_bikini | day | outdoors | blue_sky | cloud | water | ocean | bikini_skirt | bare_shoulders | collarbone | bangs | very_long_hair | wading | :d |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------|:--------|:----------|:-------------|:--------------------|:-------------------|:-------------------|:------------|:--------|:----------------|:------------|:-------------|:---------------|:---------------|:---------|:-----------|:--------------|:----------------------|:--------------|:--------|:---------------|:-------------|:-----------------|:------|:-----------|:-----------|:--------|:--------|:--------|:---------------|:-----------------|:-------------|:--------|:-----------------|:---------|:-----|
| 0 | 12 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | | | | X | X | X | | X | X | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | | X | | | | | | | | X | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | 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: Dataset of io_euclase/イオ (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: 143张
• 核心标签: blonde_hair, long_hair, twintails, blue_eyes, hair_ornament, multicolored_hair, dark_skin, dark-skinned_female, gradient_hair, breasts
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据集包列表

名称	图像数量	大小	类型	描述
raw	143	154.58 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	143	100.89 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	297	193.94 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	143	140.84 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	297	259.07 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	12		1girl, solo, looking_at_viewer, staff, smile, dress, holding, open_mouth, simple_background, white_background, black_thighhighs, full_body
1	5		1girl, blush, incoming_gift, open_mouth, solo, valentine, white_background, green_hair, dress, holding, looking_away, rainbow_hair, ribbon, tsundere, black_thighhighs, closed_eyes, looking_to_the_side
2	6		1girl, hair_flower, navel, solo, white_bikini, looking_at_viewer, smile, blush, flat_chest, frilled_bikini
3	11		1girl, day, outdoors, solo, blue_sky, cloud, open_mouth, water, blush, looking_at_viewer, hair_flower, navel, ocean, bikini_skirt, frilled_bikini, bare_shoulders, collarbone, white_bikini, bangs, very_long_hair, wading, :d, rainbow_hair

表格版本

#	样本数量	图像示例	1girl	solo	looking_at_viewer	staff	smile	dress	holding	open_mouth	simple_background	white_background	black_thighhighs	full_body	blush	incoming_gift	valentine	green_hair	looking_away	rainbow_hair	ribbon	tsundere	closed_eyes	looking_to_the_side	hair_flower	navel	white_bikini	flat_chest	frilled_bikini	day	outdoors	blue_sky	cloud	water	ocean	bikini_skirt	bare_shoulders	collarbone	bangs	very_long_hair	wading	:d
0	12		X	X	X	X	X	X	X	X	X	X	X	X
1	5		X	X				X	X	X		X	X		X	X	X	X	X	X	X	X	X	X
2	6		X	X	X		X								X										X	X	X	X	X
3	11		X	X	X					X					X					X					X	X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X