CyberHarem/yuisis_granbluefantasy

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

# Dataset of yuisis/ユイシス (Granblue Fantasy)

This is the dataset of yuisis/ユイシス (Granblue Fantasy), containing 217 images and their tags.

The core tags of this character are `long_hair, animal_ears, blonde_hair, bangs, braid, breasts, very_long_hair, large_breasts, red_eyes, purple_eyes`, 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 | 217 | 311.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuisis_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 217 | 185.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuisis_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 534 | 397.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuisis_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 217 | 282.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuisis_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 534 | 550.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuisis_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/yuisis_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 | 18 |  |  |  |  |  | 1girl, black_gloves, erune, open_mouth, solo, looking_at_viewer, black_thighhighs, breastplate, blush, choker, :d, simple_background, white_background |
| 1 | 25 |  |  |  |  |  | 1girl, detached_sleeves, solo, erune, looking_at_viewer, bare_shoulders, obi, smile, blush, sideboob, white_kimono, wide_sleeves, ponytail, hair_ornament, medium_breasts, hair_bow, pink_eyes, closed_mouth, simple_background, black_choker, open_mouth, upper_body |
| 2 | 18 |  |  |  |  |  | 1girl, erune, looking_at_viewer, solo, hair_flower, black_dress, black_gloves, ponytail, closed_mouth, medium_breasts, long_sleeves, white_background, backless_outfit, black_rose, simple_background |
| 3 | 7 |  |  |  |  |  | 1girl, blush, erune, hetero, penis, solo_focus, choker, collarbone, nipples, sweat, 1boy, cum_in_pussy, open_mouth, sex, smile, thighhighs, black_gloves, girl_on_top, heart-shaped_pupils, looking_at_viewer, mosaic_censoring, navel, nude, tongue_out, vaginal |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | erune | open_mouth | solo | looking_at_viewer | black_thighhighs | breastplate | blush | choker | :d | simple_background | white_background | detached_sleeves | bare_shoulders | obi | smile | sideboob | white_kimono | wide_sleeves | ponytail | hair_ornament | medium_breasts | hair_bow | pink_eyes | closed_mouth | black_choker | upper_body | hair_flower | black_dress | long_sleeves | backless_outfit | black_rose | hetero | penis | solo_focus | collarbone | nipples | sweat | 1boy | cum_in_pussy | sex | thighhighs | girl_on_top | heart-shaped_pupils | mosaic_censoring | navel | nude | tongue_out | vaginal |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------|:-------------|:-------|:--------------------|:-------------------|:--------------|:--------|:---------|:-----|:--------------------|:-------------------|:-------------------|:-----------------|:------|:--------|:-----------|:---------------|:---------------|:-----------|:----------------|:-----------------|:-----------|:------------|:---------------|:---------------|:-------------|:--------------|:--------------|:---------------|:------------------|:-------------|:---------|:--------|:-------------|:-------------|:----------|:--------|:-------|:---------------|:------|:-------------|:--------------|:----------------------|:-------------------|:--------|:-------|:-------------|:----------|
| 0 | 18 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 25 |  |  |  |  |  | X | | X | X | X | X | | | X | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 18 |  |  |  |  |  | X | X | X | | X | X | | | | | | X | X | | | | | | | | X | | X | | | X | | | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | X | 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

数据集名称

Dataset of yuisis/ユイシス (Granblue Fantasy)

数据集描述

该数据集包含217张图片及其标签，主要角色特征标签包括long_hair, animal_ears, blonde_hair, bangs, braid, breasts, very_long_hair, large_breasts, red_eyes, purple_eyes。

数据来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬取系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	217	311.22 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	217	185.31 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	534	397.73 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	217	282.91 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	534	550.66 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	图片示例	标签
0	18		1girl, black_gloves, erune, open_mouth, solo, looking_at_viewer, black_thighhighs, breastplate, blush, choker, :d, simple_background, white_background
1	25		1girl, detached_sleeves, solo, erune, looking_at_viewer, bare_shoulders, obi, smile, blush, sideboob, white_kimono, wide_sleeves, ponytail, hair_ornament, medium_breasts, hair_bow, pink_eyes, closed_mouth, simple_background, black_choker, open_mouth, upper_body
2	18		1girl, erune, looking_at_viewer, solo, hair_flower, black_dress, black_gloves, ponytail, closed_mouth, medium_breasts, long_sleeves, white_background, backless_outfit, black_rose, simple_background
3	7		1girl, blush, erune, hetero, penis, solo_focus, choker, collarbone, nipples, sweat, 1boy, cum_in_pussy, open_mouth, sex, smile, thighhighs, black_gloves, girl_on_top, heart-shaped_pupils, looking_at_viewer, mosaic_censoring, navel, nude, tongue_out, vaginal

表格版本

#	样本数量	图片示例	1girl	black_gloves	erune	open_mouth	solo	looking_at_viewer	black_thighhighs	breastplate	blush	choker	:d	simple_background	white_background	detached_sleeves	bare_shoulders	obi	smile	sideboob	white_kimono	wide_sleeves	ponytail	hair_ornament	medium_breasts	hair_bow	pink_eyes	closed_mouth	black_choker	upper_body	hair_flower	black_dress	long_sleeves	backless_outfit	black_rose	hetero	penis	solo_focus	collarbone	nipples	sweat	1boy	cum_in_pussy	sex	thighhighs	girl_on_top	heart-shaped_pupils	mosaic_censoring	navel	nude	tongue_out	vaginal
0	18		X	X	X	X	X	X	X	X	X	X	X	X	X