CyberHarem/sorn_granbluefantasy

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

# Dataset of sorn/ソーン (Granblue Fantasy)

This is the dataset of sorn/ソーン (Granblue Fantasy), containing 248 images and their tags.

The core tags of this character are `long_hair, breasts, brown_hair, hair_ornament, head_wings, bangs, large_breasts, brown_eyes, hairband`, 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 | 248 | 369.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 248 | 208.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 599 | 443.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 248 | 327.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 599 | 631.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sorn_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/sorn_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 | 10 |  |  |  |  |  | 1girl, cape, midriff, navel, solo, thighhighs, bow_(weapon), smile, arrow_(projectile), looking_at_viewer, open_mouth, shorts, high_heels, white_gloves, orange_hair |
| 1 | 35 |  |  |  |  |  | 1girl, solo, bare_shoulders, cleavage, looking_at_viewer, official_alternate_costume, white_bikini, choker, collarbone, hair_flower, blush, navel, sidelocks, simple_background, white_background, smile, bracelet, thighs, bridal_garter, open_mouth, french_braid |
| 2 | 6 |  |  |  |  |  | 1girl, bare_shoulders, blue_sky, blush, cleavage, collarbone, day, looking_at_viewer, navel, official_alternate_costume, smile, solo, white_bikini, choker, outdoors, sidelocks, beach, braid, ocean, orange_hair, green_eyes, thighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cape | midriff | navel | solo | thighhighs | bow_(weapon) | smile | arrow_(projectile) | looking_at_viewer | open_mouth | shorts | high_heels | white_gloves | orange_hair | bare_shoulders | cleavage | official_alternate_costume | white_bikini | choker | collarbone | hair_flower | blush | sidelocks | simple_background | white_background | bracelet | thighs | bridal_garter | french_braid | blue_sky | day | outdoors | beach | braid | ocean | green_eyes |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:--------|:-------|:-------------|:---------------|:--------|:---------------------|:--------------------|:-------------|:---------|:-------------|:---------------|:--------------|:-----------------|:-----------|:-----------------------------|:---------------|:---------|:-------------|:--------------|:--------|:------------|:--------------------|:-------------------|:-----------|:---------|:----------------|:---------------|:-----------|:------|:-----------|:--------|:--------|:--------|:-------------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 35 |  |  |  |  |  | X | | | X | X | | | X | | 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 | X | X | | X | X | | | | X | | | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适合所有观众
• 大小类别: n<1K

数据集描述

• 名称: Dataset of sorn/ソーン (Granblue Fantasy)
• 包含内容: 248张图片及其标签
• 核心标签: long_hair, breasts, brown_hair, hair_ornament, head_wings, bangs, large_breasts, brown_eyes, hairband

数据包列表

名称	图片数量	大小	类型	描述
raw	248	369.59 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	248	208.53 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	599	443.28 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	248	327.39 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	599	631.57 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	图片1	图片2	图片3	图片4	图片5	标签
0	10						1girl, cape, midriff, navel, solo, thighhighs, bow_(weapon), smile, arrow_(projectile), looking_at_viewer, open_mouth, shorts, high_heels, white_gloves, orange_hair
1	35						1girl, solo, bare_shoulders, cleavage, looking_at_viewer, official_alternate_costume, white_bikini, choker, collarbone, hair_flower, blush, navel, sidelocks, simple_background, white_background, smile, bracelet, thighs, bridal_garter, open_mouth, french_braid
2	6						1girl, bare_shoulders, blue_sky, blush, cleavage, collarbone, day, looking_at_viewer, navel, official_alternate_costume, smile, solo, white_bikini, choker, outdoors, sidelocks, beach, braid, ocean, orange_hair, green_eyes, thighs

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	cape	midriff	navel	solo	thighhighs	bow_(weapon)	smile	arrow_(projectile)	looking_at_viewer	open_mouth	shorts	high_heels	white_gloves	orange_hair	bare_shoulders	cleavage	official_alternate_costume	white_bikini	choker	collarbone	hair_flower	blush	sidelocks	simple_background	white_background	bracelet	thighs	bridal_garter	french_braid	blue_sky	day	outdoors	beach	braid	ocean	green_eyes
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	35						X			X	X			X		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	X	X		X	X				X			X	X	X	X	X	X	X

搜集汇总

背景与挑战

背景概述

该数据集名为'sorn_granbluefantasy'，由CyberHarem组织提供，主要用于文本到图像生成任务，数据规模在1,000到10,000条之间。数据集包含艺术内容，但被标记为'Not-For-All-Audiences'，可能涉及敏感或不适宜所有受众的材料，使用时需谨慎。