CyberHarem/fediel_granbluefantasy

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

# Dataset of fediel/フェディエル (Granblue Fantasy)

This is the dataset of fediel/フェディエル (Granblue Fantasy), containing 139 images and their tags.

The core tags of this character are `breasts, horns, long_hair, dark-skinned_female, dark_skin, large_breasts, purple_eyes, grey_hair, very_long_hair, dragon_horns, fangs, bangs, black_horns`, 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 | 139 | 228.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fediel_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 139 | 122.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fediel_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 332 | 265.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fediel_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 139 | 197.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fediel_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 332 | 389.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fediel_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/fediel_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 | 47 |  |  |  |  |  | 1girl, solo, cleavage, looking_at_viewer, smile, detached_sleeves, open_mouth, navel, draph, thighhighs, clothing_cutout |
| 1 | 10 |  |  |  |  |  | 1girl, glasses, looking_at_viewer, smile, solo, cleavage, pointy_ears, ponytail, fang, white_background, black_gloves, draph, hair_ornament |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | cleavage | looking_at_viewer | smile | detached_sleeves | open_mouth | navel | draph | thighhighs | clothing_cutout | glasses | pointy_ears | ponytail | fang | white_background | black_gloves | hair_ornament |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------|:--------------------|:--------|:-------------------|:-------------|:--------|:--------|:-------------|:------------------|:----------|:--------------|:-----------|:-------|:-------------------|:---------------|:----------------|
| 0 | 47 |  |  |  |  |  | X | 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 |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of fediel/フェディエル (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: 139
• 核心标签: breasts, horns, long_hair, dark-skinned_female, dark_skin, large_breasts, purple_eyes, grey_hair, very_long_hair, dragon_horns, fangs, bangs, black_horns

数据包列表

名称	图像数量	大小	类型	描述
raw	139	228.72 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	139	122.95 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	332	265.06 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	139	197.31 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	332	389.46 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

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	47						1girl, solo, cleavage, looking_at_viewer, smile, detached_sleeves, open_mouth, navel, draph, thighhighs, clothing_cutout
1	10						1girl, glasses, looking_at_viewer, smile, solo, cleavage, pointy_ears, ponytail, fang, white_background, black_gloves, draph, hair_ornament

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	solo	cleavage	looking_at_viewer	smile	detached_sleeves	open_mouth	navel	draph	thighhighs	clothing_cutout	glasses	pointy_ears	ponytail	fang	white_background	black_gloves	hair_ornament
0	47						X	X	X	X	X	X	X	X	X	X	X
1	10						X	X	X	X	X				X			X	X	X	X	X	X