CyberHarem/lyrica_prismriver_touhou

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

# Dataset of lyrica_prismriver/リリカ・プリズムリバー/리리카프리즘리버 (Touhou)

This is the dataset of lyrica_prismriver/リリカ・プリズムリバー/리리카프리즘리버 (Touhou), containing 343 images and their tags.

The core tags of this character are `short_hair, hat, brown_hair, brown_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 | 343 | 216.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lyrica_prismriver_touhou/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 343 | 173.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lyrica_prismriver_touhou/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 539 | 289.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lyrica_prismriver_touhou/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 343 | 209.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lyrica_prismriver_touhou/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 539 | 338.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lyrica_prismriver_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/lyrica_prismriver_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 | 16 |  |  |  |  |  | 1girl, keyboard_(instrument), red_headwear, red_skirt, red_vest, solo, white_shirt, bangs, frilled_hat, looking_at_viewer, smile, star_(symbol), blush, buttons, hair_between_eyes, open_mouth, juliet_sleeves, eighth_note, playing_instrument |
| 1 | 7 |  |  |  |  |  | 1girl, full_body, keyboard_(instrument), long_sleeves, red_headwear, red_vest, shoes, solo, white_shirt, bangs, brown_footwear, playing_instrument, white_background, white_socks, looking_at_viewer, open_mouth, red_skirt, star_hat_ornament, simple_background, standing, :d, blush, frilled_hat |
| 2 | 5 |  |  |  |  |  | 1girl, keyboard_(instrument), solo, one_eye_closed, smile |
| 3 | 17 |  |  |  |  |  | 1girl, smile, solo, keyboard_(instrument), open_mouth, star_(symbol), skirt |
| 4 | 26 |  |  |  |  |  | keyboard_(instrument), sisters, 2girls, smile, open_mouth, blonde_hair |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | keyboard_(instrument) | red_headwear | red_skirt | red_vest | solo | white_shirt | bangs | frilled_hat | looking_at_viewer | smile | star_(symbol) | blush | buttons | hair_between_eyes | open_mouth | juliet_sleeves | eighth_note | playing_instrument | full_body | long_sleeves | shoes | brown_footwear | white_background | white_socks | star_hat_ornament | simple_background | standing | :d | one_eye_closed | skirt | sisters | 2girls | blonde_hair |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------------------|:---------------|:------------|:-----------|:-------|:--------------|:--------|:--------------|:--------------------|:--------|:----------------|:--------|:----------|:--------------------|:-------------|:-----------------|:--------------|:---------------------|:------------|:---------------|:--------|:-----------------|:-------------------|:--------------|:--------------------|:--------------------|:-----------|:-----|:-----------------|:--------|:----------|:---------|:--------------|
| 0 | 16 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | X | | | X | | | X | X | X | X | X | X | X | X | X | X | X | | | | | |
| 2 | 5 |  |  |  |  |  | X | X | | | | X | | | | | X | | | | | | | | | | | | | | | | | | | X | | | | |
| 3 | 17 |  |  |  |  |  | X | X | | | | X | | | | | X | X | | | | X | | | | | | | | | | | | | | | X | | | |
| 4 | 26 |  |  |  |  |  | | X | | | | | | | | | X | | | | | X | | | | | | | | | | | | | | | | X | X | X |

原始信息汇总

数据集概述

基本信息

• 数据集名称: Dataset of lyrica_prismriver/リリカ・プリズムリバー/리리카프리즘리버 (Touhou)
• 数据集大小: 343张图片
• 核心标签: short_hair, hat, brown_hair, brown_eyes
• 标签分类: art, not-for-all-audiences
• 数据集规模: n<1K
• 许可证: MIT
• 任务类别: text-to-image

数据集包列表

名称	图片数量	大小	类型	描述
raw	343	216.41 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	343	173.10 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	539	289.56 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	343	209.97 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	539	338.58 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	16		1girl, keyboard_(instrument), red_headwear, red_skirt, red_vest, solo, white_shirt, bangs, frilled_hat, looking_at_viewer, smile, star_(symbol), blush, buttons, hair_between_eyes, open_mouth, juliet_sleeves, eighth_note, playing_instrument
1	7		1girl, full_body, keyboard_(instrument), long_sleeves, red_headwear, red_vest, shoes, solo, white_shirt, bangs, brown_footwear, playing_instrument, white_background, white_socks, looking_at_viewer, open_mouth, red_skirt, star_hat_ornament, simple_background, standing, :d, blush, frilled_hat
2	5		1girl, keyboard_(instrument), solo, one_eye_closed, smile
3	17		1girl, smile, solo, keyboard_(instrument), open_mouth, star_(symbol), skirt
4	26		keyboard_(instrument), sisters, 2girls, smile, open_mouth, blonde_hair

表格版本

#	样本数量	图片示例	1girl	keyboard_(instrument)	red_headwear	red_skirt	red_vest	solo	white_shirt	bangs	frilled_hat	looking_at_viewer	smile	star_(symbol)	blush	buttons	hair_between_eyes	open_mouth	juliet_sleeves	eighth_note	playing_instrument	full_body	long_sleeves	shoes	brown_footwear	white_background	white_socks	star_hat_ornament	simple_background	standing	:d	one_eye_closed	skirt	sisters	2girls	blonde_hair
0	16		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	7		X	X	X	X	X	X	X	X	X	X			X			X			X	X	X	X	X	X	X	X	X	X	X
2	5		X	X				X					X																			X
3	17		X	X				X					X	X				X															X
4	26			X									X					X																X	X	X