CyberHarem/patchouli_knowledge_touhou

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

# Dataset of patchouli_knowledge/パチュリー・ノーレッジ/파츄리널릿지 (Touhou)

This is the dataset of patchouli_knowledge/パチュリー・ノーレッジ/파츄리널릿지 (Touhou), containing 500 images and their tags.

The core tags of this character are `long_hair, purple_hair, purple_eyes, hat, bow, ribbon, hat_ornament, crescent_hat_ornament, hair_bow, mob_cap, bangs, very_long_hair, blue_bow, red_bow, red_ribbon`, 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 | 749.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/patchouli_knowledge_touhou/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 430.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/patchouli_knowledge_touhou/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1172 | 870.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/patchouli_knowledge_touhou/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 664.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/patchouli_knowledge_touhou/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1172 | 1.20 GiB | [Download](https://huggingface.co/datasets/CyberHarem/patchouli_knowledge_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/patchouli_knowledge_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 | 7 |  |  |  |  |  | 1girl, crescent, looking_at_viewer, solo, striped_dress, long_sleeves, capelet, simple_background, white_background, book, tress_ribbon, open_mouth |
| 1 | 5 |  |  |  |  |  | 1girl, crescent, dress, looking_at_viewer, simple_background, solo, striped, blush, capelet, closed_mouth, hat_ribbon, long_sleeves, white_background, upper_body, blue_ribbon |
| 2 | 16 |  |  |  |  |  | 1girl, crescent, solo, book, dress |
| 3 | 6 |  |  |  |  |  | 1girl, capelet, closed_mouth, crescent, holding_book, long_sleeves, looking_at_viewer, pink_dress, solo, striped_dress, blue_ribbon, blush, hat_ribbon, pink_headwear, vertical_stripes, blunt_bangs, open_book, upper_body, pink_bow, purple_dress, purple_headwear, simple_background, wide_sleeves |
| 4 | 5 |  |  |  |  |  | 1girl, capelet, closed_mouth, crescent, hat_ribbon, long_sleeves, pink_headwear, solo, vertical-striped_dress, white_background, blue_ribbon, looking_at_viewer, pink_dress, simple_background, bowtie, full_body, holding_book, open_book, purple_dress, wide_sleeves, blunt_bangs, footwear_bow, yellow_bow |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | crescent | looking_at_viewer | solo | striped_dress | long_sleeves | capelet | simple_background | white_background | book | tress_ribbon | open_mouth | dress | striped | blush | closed_mouth | hat_ribbon | upper_body | blue_ribbon | holding_book | pink_dress | pink_headwear | vertical_stripes | blunt_bangs | open_book | pink_bow | purple_dress | purple_headwear | wide_sleeves | vertical-striped_dress | bowtie | full_body | footwear_bow | yellow_bow |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------------|:-------|:----------------|:---------------|:----------|:--------------------|:-------------------|:-------|:---------------|:-------------|:--------|:----------|:--------|:---------------|:-------------|:-------------|:--------------|:---------------|:-------------|:----------------|:-------------------|:--------------|:------------|:-----------|:---------------|:------------------|:---------------|:-------------------------|:---------|:------------|:---------------|:-------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | X | X | | X | X | X | X | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 2 | 16 |  |  |  |  |  | X | X | | X | | | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | |
| 3 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | |
| 4 | 5 |  |  |  |  |  | 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 patchouli_knowledge/パチュリー・ノーレッジ/파츄리널릿지 (Touhou)

数据集描述

该数据集包含500张图片及其标签，主要描述角色patchouli_knowledge/パチュリー・ノーレッジ/파츄리널릿지 (Touhou)。

核心标签

• long_hair
• purple_hair
• purple_eyes
• hat
• bow
• ribbon
• hat_ornament
• crescent_hat_ornament
• hair_bow
• mob_cap
• bangs
• very_long_hair
• blue_bow
• red_bow
• red_ribbon

数据集包列表

名称	图片数量	大小	类型	描述
raw	500	749.63 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	430.20 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1172	870.69 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	664.76 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1172	1.20 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	图片示例	标签
0	7		1girl, crescent, looking_at_viewer, solo, striped_dress, long_sleeves, capelet, simple_background, white_background, book, tress_ribbon, open_mouth
1	5		1girl, crescent, dress, looking_at_viewer, simple_background, solo, striped, blush, capelet, closed_mouth, hat_ribbon, long_sleeves, white_background, upper_body, blue_ribbon
2	16		1girl, crescent, solo, book, dress
3	6		1girl, capelet, closed_mouth, crescent, holding_book, long_sleeves, looking_at_viewer, pink_dress, solo, striped_dress, blue_ribbon, blush, hat_ribbon, pink_headwear, vertical_stripes, blunt_bangs, open_book, upper_body, pink_bow, purple_dress, purple_headwear, simple_background, wide_sleeves
4	5		1girl, capelet, closed_mouth, crescent, hat_ribbon, long_sleeves, pink_headwear, solo, vertical-striped_dress, white_background, blue_ribbon, looking_at_viewer, pink_dress, simple_background, bowtie, full_body, holding_book, open_book, purple_dress, wide_sleeves, blunt_bangs, footwear_bow, yellow_bow

表格版本

#	样本数量	图片示例	1girl	crescent	looking_at_viewer	solo	striped_dress	long_sleeves	capelet	simple_background	white_background	book	tress_ribbon	open_mouth	dress	striped	blush	closed_mouth	hat_ribbon	upper_body	blue_ribbon	holding_book	pink_dress	pink_headwear	vertical_stripes	blunt_bangs	open_book	pink_bow	purple_dress	purple_headwear	wide_sleeves	vertical-striped_dress	bowtie	full_body	footwear_bow	yellow_bow
0	7		X	X	X	X	X	X	X	X	X	X	X