CyberHarem/yakumo_yukari_touhou

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

# Dataset of yakumo_yukari/八雲紫/야쿠모유카리 (Touhou)

This is the dataset of yakumo_yukari/八雲紫/야쿠모유카리 (Touhou), containing 500 images and their tags.

The core tags of this character are `blonde_hair, hat, ribbon, long_hair, hat_ribbon, bow, mob_cap, hair_bow, purple_eyes, breasts, red_ribbon, very_long_hair, white_headwear, bangs, hair_between_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 | 500 | 751.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yakumo_yukari_touhou/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 440.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yakumo_yukari_touhou/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1126 | 851.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yakumo_yukari_touhou/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 673.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yakumo_yukari_touhou/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1126 | 1.15 GiB | [Download](https://huggingface.co/datasets/CyberHarem/yakumo_yukari_touhou/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/yakumo_yukari_touhou',
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 | 5 |  |  |  |  |  | 1girl, dress, gap_(touhou), solo, tabard, smile, yellow_eyes, umbrella |
| 1 | 31 |  |  |  |  |  | 1girl, long_sleeves, solo, tabard, white_dress, looking_at_viewer, wide_sleeves, smile, gap_(touhou), umbrella, puffy_sleeves |
| 2 | 5 |  |  |  |  |  | 1girl, closed_mouth, folding_fan, holding_fan, long_sleeves, looking_at_viewer, red_bow, smile, solo, tabard, white_dress, upper_body, wide_sleeves, blush, sidelocks, simple_background |
| 3 | 15 |  |  |  |  |  | 1girl, solo, dress, smile, gap_(touhou), red_eyes |
| 4 | 5 |  |  |  |  |  | 1girl, dress, elbow_gloves, gap_(touhou), solo, white_gloves, smile, umbrella, folding_fan |
| 5 | 12 |  |  |  |  |  | 1girl, solo, white_gloves, dress, elbow_gloves, parasol, smile, gap_(touhou), butterfly |
| 6 | 12 |  |  |  |  |  | 1girl, looking_at_viewer, purple_dress, solo, white_gloves, elbow_gloves, smile, puffy_short_sleeves, blush, gap_(touhou), simple_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | dress | gap_(touhou) | solo | tabard | smile | yellow_eyes | umbrella | long_sleeves | white_dress | looking_at_viewer | wide_sleeves | puffy_sleeves | closed_mouth | folding_fan | holding_fan | red_bow | upper_body | blush | sidelocks | simple_background | red_eyes | elbow_gloves | white_gloves | parasol | butterfly | purple_dress | puffy_short_sleeves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:---------------|:-------|:---------|:--------|:--------------|:-----------|:---------------|:--------------|:--------------------|:---------------|:----------------|:---------------|:--------------|:--------------|:----------|:-------------|:--------|:------------|:--------------------|:-----------|:---------------|:---------------|:----------|:------------|:---------------|:----------------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 1 | 31 |  |  |  |  |  | X | | X | X | X | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | X | | | X | X | X | | | X | X | X | X | | X | X | X | X | X | X | X | X | | | | | | | |
| 3 | 15 |  |  |  |  |  | X | X | X | X | | X | | | | | | | | | | | | | | | | X | | | | | | |
| 4 | 5 |  |  |  |  |  | X | X | X | X | | X | | X | | | | | | | X | | | | | | | | X | X | | | | |
| 5 | 12 |  |  |  |  |  | X | X | X | X | | X | | | | | | | | | | | | | | | | | X | X | X | X | | |
| 6 | 12 |  |  |  |  |  | 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: yakumo_yukari/八雲紫/야쿠모유카리 (Touhou)
• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 非所有观众适用
• 大小类别: n<1K

数据集内容

• 图像数量: 500张
• 核心标签: blonde_hair, hat, ribbon, long_hair, hat_ribbon, bow, mob_cap, hair_bow, purple_eyes, breasts, red_ribbon, very_long_hair, white_headwear, bangs, hair_between_eyes

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	751.86 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	500	440.66 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1126	851.78 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	673.03 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1126	1.15 GiB	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	5		1girl, dress, gap_(touhou), solo, tabard, smile, yellow_eyes, umbrella
1	31		1girl, long_sleeves, solo, tabard, white_dress, looking_at_viewer, wide_sleeves, smile, gap_(touhou), umbrella, puffy_sleeves
2	5		1girl, closed_mouth, folding_fan, holding_fan, long_sleeves, looking_at_viewer, red_bow, smile, solo, tabard, white_dress, upper_body, wide_sleeves, blush, sidelocks, simple_background
3	15		1girl, solo, dress, smile, gap_(touhou), red_eyes
4	5		1girl, dress, elbow_gloves, gap_(touhou), solo, white_gloves, smile, umbrella, folding_fan
5	12		1girl, solo, white_gloves, dress, elbow_gloves, parasol, smile, gap_(touhou), butterfly
6	12		1girl, looking_at_viewer, purple_dress, solo, white_gloves, elbow_gloves, smile, puffy_short_sleeves, blush, gap_(touhou), simple_background

表格版本

#	样本数量	图像示例	1girl	dress	gap_(touhou)	solo	tabard	smile	yellow_eyes	umbrella	long_sleeves	white_dress	looking_at_viewer	wide_sleeves	puffy_sleeves	closed_mouth	folding_fan	holding_fan	red_bow	upper_body	blush	sidelocks	simple_background	red_eyes	elbow_gloves	white_gloves	parasol	butterfly	purple_dress	puffy_short_sleeves
0	5		X	X	X	X	X	X	X	X
1	31		X		X	X	X	X		X	X	X	X	X	X
2	5		X			X	X	X			X	X	X	X		X	X	X	X	X	X	X	X
3	15		X	X	X	X		X
4	5		X	X	X	X		X		X						X									X	X
5	12		X	X	X	X		X																		X	X	X	X
6	12		X		X	X		X					X									X			X	X	X			X