CyberHarem/emily_stewart_theidolmstermillionlive

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

# Dataset of emily_stewart/エミリー・スチュアート/에밀리스튜어트 (THE iDOLM@STER: Million Live!)

This is the dataset of emily_stewart/エミリー・スチュアート/에밀리스튜어트 (THE iDOLM@STER: Million Live!), containing 234 images and their tags.

The core tags of this character are `blonde_hair, long_hair, purple_eyes, twintails, hairband, bangs`, 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 | 234 | 249.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emily_stewart_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 234 | 165.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emily_stewart_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 536 | 343.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emily_stewart_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 234 | 226.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emily_stewart_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 536 | 455.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emily_stewart_theidolmstermillionlive/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/emily_stewart_theidolmstermillionlive',
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 | 12 |  |  |  |  |  | 1girl, hair_flower, open_mouth, solo, kimono, blush, looking_at_viewer, :d, floral_print, obi, own_hands_together |
| 1 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, solo, white_background, :d, blush, open_mouth, simple_background, parted_bangs, long_sleeves, white_shirt, blue_dress, hair_bow, sleeveless |
| 2 | 5 |  |  |  |  |  | 1girl, blush, navel, nipples, female_pubic_hair, medium_breasts, completely_nude, looking_at_viewer, open_mouth, solo, 1boy, blonde_pubic_hair, hetero, pussy_juice, small_breasts, smile, spread_legs, sweat, uncensored |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | hair_flower | open_mouth | solo | kimono | blush | looking_at_viewer | :d | floral_print | obi | own_hands_together | white_background | simple_background | parted_bangs | long_sleeves | white_shirt | blue_dress | hair_bow | sleeveless | navel | nipples | female_pubic_hair | medium_breasts | completely_nude | 1boy | blonde_pubic_hair | hetero | pussy_juice | small_breasts | smile | spread_legs | sweat | uncensored |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:-------------|:-------|:---------|:--------|:--------------------|:-----|:---------------|:------|:---------------------|:-------------------|:--------------------|:---------------|:---------------|:--------------|:-------------|:-----------|:-------------|:--------|:----------|:--------------------|:-----------------|:------------------|:-------|:--------------------|:---------|:--------------|:----------------|:--------|:--------------|:--------|:-------------|
| 0 | 12 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 9 |  |  |  |  |  | X | | X | X | | 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 | X | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: emily_stewart/エミリー・スチュアート/에밀리스튜어트 (THE iDOLM@STER: Million Live!)
• 许可证: 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: 234
• 核心标签: blonde_hair, long_hair, purple_eyes, twintails, hairband, bangs

数据集包列表

名称	图像数量	大小	类型	描述
raw	234	249.01 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	234	165.29 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	536	343.60 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	234	226.28 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	536	455.07 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

集群列表

原始文本版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	12						1girl, hair_flower, open_mouth, solo, kimono, blush, looking_at_viewer, :d, floral_print, obi, own_hands_together
1	9						1girl, looking_at_viewer, solo, white_background, :d, blush, open_mouth, simple_background, parted_bangs, long_sleeves, white_shirt, blue_dress, hair_bow, sleeveless
2	5						1girl, blush, navel, nipples, female_pubic_hair, medium_breasts, completely_nude, looking_at_viewer, open_mouth, solo, 1boy, blonde_pubic_hair, hetero, pussy_juice, small_breasts, smile, spread_legs, sweat, uncensored

表格版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	hair_flower	open_mouth	solo	kimono	blush	looking_at_viewer	:d	floral_print	obi	own_hands_together	white_background	simple_background	parted_bangs	long_sleeves	white_shirt	blue_dress	hair_bow	sleeveless	navel	nipples	female_pubic_hair	medium_breasts	completely_nude	1boy	blonde_pubic_hair	hetero	pussy_juice	small_breasts	smile	spread_legs	sweat	uncensored
0	12						X	X	X	X	X	X	X	X	X	X	X
1	9						X		X	X		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	X	X	X