CyberHarem/sakurai_yumeko_theidolmster

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

# Dataset of sakurai_yumeko (THE iDOLM@STER)

This is the dataset of sakurai_yumeko (THE iDOLM@STER), containing 69 images and their tags.

The core tags of this character are `long_hair, green_eyes, brown_hair, side_ponytail, 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 | 69 | 35.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sakurai_yumeko_theidolmster/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 69 | 30.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sakurai_yumeko_theidolmster/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 114 | 50.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sakurai_yumeko_theidolmster/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 69 | 34.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sakurai_yumeko_theidolmster/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 114 | 55.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/sakurai_yumeko_theidolmster/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/sakurai_yumeko_theidolmster',
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 | 24 |  |  |  |  |  | 1girl, detached_sleeves, bare_shoulders, blush, solo, midriff, star_(symbol), necklace, navel, smile, skirt, striped, clothes_around_waist, open_mouth |
| 1 | 8 |  |  |  |  |  | boots, midriff, thighhighs, navel, skirt, 3girls, clothes_around_waist, crop_top, smile, 1girl, 2girls, detached_sleeves, open_mouth, star_(symbol), striped |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | detached_sleeves | bare_shoulders | blush | solo | midriff | star_(symbol) | necklace | navel | smile | skirt | striped | clothes_around_waist | open_mouth | boots | thighhighs | 3girls | crop_top | 2girls |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:-----------------|:--------|:-------|:----------|:----------------|:-----------|:--------|:--------|:--------|:----------|:-----------------------|:-------------|:--------|:-------------|:---------|:-----------|:---------|
| 0 | 24 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | | | | X | X | | X | X | X | X | X | X | X | X | X | X | X |

This is the dataset of sakurai_yumeko from THE iDOLM@STER, containing 69 images and their tags. The core tags of this character include long_hair, green_eyes, brown_hair, side_ponytail, and breasts, which are pruned in this dataset. The images are sourced from various sites such as danbooru, pixiv, and zerochan, and were collected using an auto-crawling system developed by the DeepGHS Team. The dataset is available in multiple formats, including raw data, resized images, and cropped datasets, to cater to different use cases. Additionally, the README provides instructions for loading the raw dataset using the waifuc library and presents a clustering of tags for further analysis.

原始信息汇总

数据集概述

数据集信息

• 名称: sakurai_yumeko (THE iDOLM@STER)
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 69张
• 核心标签: long_hair, green_eyes, brown_hair, side_ponytail, breasts
• 来源: 从多个网站爬取，包括danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	69	35.23 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	69	30.48 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	114	50.37 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	69	34.78 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	114	55.82 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	图像1	图像2	图像3	图像4	图像5	标签
0	24						1girl, detached_sleeves, bare_shoulders, blush, solo, midriff, star_(symbol), necklace, navel, smile, skirt, striped, clothes_around_waist, open_mouth
1	8						boots, midriff, thighhighs, navel, skirt, 3girls, clothes_around_waist, crop_top, smile, 1girl, 2girls, detached_sleeves, open_mouth, star_(symbol), striped

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	detached_sleeves	bare_shoulders	blush	solo	midriff	star_(symbol)	necklace	navel	smile	skirt	striped	clothes_around_waist	open_mouth	boots	thighhighs	3girls	crop_top	2girls
0	24						X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	8						X	X				X	X		X	X	X	X	X	X	X	X	X	X	X