CyberHarem/matara_okina_touhou

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

# Dataset of matara_okina (Touhou)

This is the dataset of matara_okina (Touhou), containing 500 images and their tags.

The core tags of this character are `blonde_hair, hat, long_hair, black_headwear, bangs, yellow_eyes, brown_headwear, hair_between_eyes, 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 | 500 | 630.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matara_okina_touhou/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 368.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matara_okina_touhou/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1134 | 751.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matara_okina_touhou/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 558.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matara_okina_touhou/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1134 | 1.02 GiB | [Download](https://huggingface.co/datasets/CyberHarem/matara_okina_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/matara_okina_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 | 14 |  |  |  |  |  | 1girl, detached_sleeves, green_skirt, long_sleeves, orange_cape, simple_background, solo, white_shirt, wide_sleeves, constellation_print, looking_at_viewer, smile, tabard, eyes_visible_through_hair, white_background, medium_breasts, hand_up, closed_mouth, hands_up, orange_sleeves, sun_symbol, blush, drum, sitting, standing, boots, open_mouth |
| 1 | 6 |  |  |  |  |  | 1girl, detached_sleeves, long_sleeves, medium_breasts, orange_cape, orange_sleeves, simple_background, solo, tabard, upper_body, white_shirt, wide_sleeves, constellation_print, looking_at_viewer, smile, white_background, blush, hand_up, open_mouth |
| 2 | 8 |  |  |  |  |  | 1girl, constellation_print, detached_sleeves, green_skirt, long_sleeves, looking_at_viewer, solo, tabard, white_shirt, wide_sleeves, smile, open_mouth, orange_cape, orange_sleeves |
| 3 | 12 |  |  |  |  |  | 1girl, closed_mouth, green_skirt, long_sleeves, looking_at_viewer, sitting, smile, solo, tabard, wide_sleeves, constellation_print, detached_sleeves, white_shirt, chair, drum, orange_sleeves, boots, black_footwear |
| 4 | 7 |  |  |  |  |  | 1girl, boots, closed_mouth, detached_sleeves, full_body, green_skirt, long_sleeves, looking_at_viewer, solo, tabard, wide_sleeves, black_footwear, constellation_print, smile, aura, simple_background, standing, white_background, white_shirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | detached_sleeves | green_skirt | long_sleeves | orange_cape | simple_background | solo | white_shirt | wide_sleeves | constellation_print | looking_at_viewer | smile | tabard | eyes_visible_through_hair | white_background | medium_breasts | hand_up | closed_mouth | hands_up | orange_sleeves | sun_symbol | blush | drum | sitting | standing | boots | open_mouth | upper_body | chair | black_footwear | full_body | aura |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:--------------|:---------------|:--------------|:--------------------|:-------|:--------------|:---------------|:----------------------|:--------------------|:--------|:---------|:----------------------------|:-------------------|:-----------------|:----------|:---------------|:-----------|:-----------------|:-------------|:--------|:-------|:----------|:-----------|:--------|:-------------|:-------------|:--------|:-----------------|:------------|:-------|
| 0 | 14 |  |  |  |  |  | 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 | X | X | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | | X | X | X | X | X | X | X | X | X | X | | X | X | X | | | X | | X | | | | | X | X | | | | |
| 2 | 8 |  |  |  |  |  | X | X | X | X | X | | X | X | X | X | X | X | X | | | | | | | X | | | | | | | X | | | | | |
| 3 | 12 |  |  |  |  |  | X | X | X | X | | | X | X | X | X | X | X | X | | | | | X | | X | | | X | X | | X | | | X | X | | |
| 4 | 7 |  |  |  |  |  | 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 matara_okina (Touhou)

数据集描述

该数据集包含500张图像及其标签，主题为matara_okina（东方Project角色）。图像主要特征标签包括：blonde_hair, hat, long_hair, black_headwear, bangs, yellow_eyes, brown_headwear, hair_between_eyes, breasts。

数据集来源

图像从多个网站（如danbooru、pixiv、zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	630.44 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	500	368.70 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1134	751.54 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	558.91 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1134	1.02 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	14		1girl, detached_sleeves, green_skirt, long_sleeves, orange_cape, simple_background, solo, white_shirt, wide_sleeves, constellation_print, looking_at_viewer, smile, tabard, eyes_visible_through_hair, white_background, medium_breasts, hand_up, closed_mouth, hands_up, orange_sleeves, sun_symbol, blush, drum, sitting, standing, boots, open_mouth
1	6		1girl, detached_sleeves, long_sleeves, medium_breasts, orange_cape, orange_sleeves, simple_background, solo, tabard, upper_body, white_shirt, wide_sleeves, constellation_print, looking_at_viewer, smile, white_background, blush, hand_up, open_mouth
2	8		1girl, constellation_print, detached_sleeves, green_skirt, long_sleeves, looking_at_viewer, solo, tabard, white_shirt, wide_sleeves, smile, open_mouth, orange_cape, orange_sleeves
3	12		1girl, closed_mouth, green_skirt, long_sleeves, looking_at_viewer, sitting, smile, solo, tabard, wide_sleeves, constellation_print, detached_sleeves, white_shirt, chair, drum, orange_sleeves, boots, black_footwear
4	7		1girl, boots, closed_mouth, detached_sleeves, full_body, green_skirt, long_sleeves, looking_at_viewer, solo, tabard, wide_sleeves, black_footwear, constellation_print, smile, aura, simple_background, standing, white_background, white_shirt

表格版本

#	样本数量	图像示例	1girl	detached_sleeves	green_skirt	long_sleeves	orange_cape	simple_background	solo	white_shirt	wide_sleeves	constellation_print	looking_at_viewer	smile	tabard	eyes_visible_through_hair	white_background	medium_breasts	hand_up	closed_mouth	hands_up	orange_sleeves	sun_symbol	blush	drum	sitting	standing	boots	open_mouth	upper_body	chair	black_footwear	full_body	aura
0	14		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	X	X
1	6		X	X		X	X	X	X	X	X	X	X	X	X		X	X	X			X		X					X	X
2	8		X	X	X	X	X		X	X	X	X	X	X	X							X							X
3	12		X	X	X	X			X	X	X	X	X	X	X					X		X			X	X		X			X	X
4	7		X	X	X	X		X	X	X	X	X	X	X	X		X			X							X	X				X	X	X