CyberHarem/layla_idolmastercinderellagirls

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

# Dataset of layla (THE iDOLM@STER: Cinderella Girls)

This is the dataset of layla (THE iDOLM@STER: Cinderella Girls), containing 324 images and their tags.

The core tags of this character are `blonde_hair, long_hair, dark_skin, dark-skinned_female, aqua_eyes, blue_eyes, 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 | 324 | 338.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 324 | 221.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 734 | 458.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 324 | 311.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 734 | 604.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/layla_idolmastercinderellagirls/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/layla_idolmastercinderellagirls',
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 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, open_mouth, school_uniform, ribbon, simple_background, smile |
| 1 | 10 |  |  |  |  |  | 1girl, collared_shirt, neck_ribbon, open_mouth, white_shirt, open_jacket, red_ribbon, school_uniform, blue_jacket, solo, blazer, :d, pleated_skirt, upper_body, white_background, blush, long_sleeves, looking_at_viewer, parted_bangs, simple_background, very_long_hair |
| 2 | 6 |  |  |  |  |  | 1girl, bare_shoulders, solo, choker, detached_sleeves, looking_at_viewer, midriff, necklace, straight_hair, arabian_clothes, bracelet, hair_flower, nail_polish, navel, skirt, smile, closed_mouth, dancer, veil |
| 3 | 11 |  |  |  |  |  | 1girl, navel, solo, white_bikini, looking_at_viewer, small_breasts, blush, smile, micro_bikini, simple_background, white_background, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | blush | open_mouth | school_uniform | ribbon | simple_background | smile | collared_shirt | neck_ribbon | white_shirt | open_jacket | red_ribbon | blue_jacket | blazer | :d | pleated_skirt | upper_body | white_background | long_sleeves | parted_bangs | very_long_hair | bare_shoulders | choker | detached_sleeves | midriff | necklace | straight_hair | arabian_clothes | bracelet | hair_flower | nail_polish | navel | skirt | closed_mouth | dancer | veil | white_bikini | small_breasts | micro_bikini |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:-------------|:-----------------|:---------|:--------------------|:--------|:-----------------|:--------------|:--------------|:--------------|:-------------|:--------------|:---------|:-----|:----------------|:-------------|:-------------------|:---------------|:---------------|:-----------------|:-----------------|:---------|:-------------------|:----------|:-----------|:----------------|:------------------|:-----------|:--------------|:--------------|:--------|:--------|:---------------|:---------|:-------|:---------------|:----------------|:---------------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | X | X | X | X | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | X | X | | | | | | X | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | |
| 3 | 11 |  |  |  |  |  | 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 layla (THE iDOLM@STER: Cinderella Girls)

数据集描述

该数据集包含324张图片及其标签，主要角色特征标签包括blonde_hair, long_hair, dark_skin, dark-skinned_female, aqua_eyes, blue_eyes, bangs。

数据集来源

图片从多个网站爬取，如danbooru、pixiv、zerochan等，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	324	338.57 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	324	221.84 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	734	458.24 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	324	311.65 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	734	604.15 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1	图片示例2	图片示例3	图片示例4	图片示例5	标签
0	10						1girl, looking_at_viewer, solo, blush, open_mouth, school_uniform, ribbon, simple_background, smile
1	10						1girl, collared_shirt, neck_ribbon, open_mouth, white_shirt, open_jacket, red_ribbon, school_uniform, blue_jacket, solo, blazer, :d, pleated_skirt, upper_body, white_background, blush, long_sleeves, looking_at_viewer, parted_bangs, simple_background, very_long_hair
2	6						1girl, bare_shoulders, solo, choker, detached_sleeves, looking_at_viewer, midriff, necklace, straight_hair, arabian_clothes, bracelet, hair_flower, nail_polish, navel, skirt, smile, closed_mouth, dancer, veil
3	11						1girl, navel, solo, white_bikini, looking_at_viewer, small_breasts, blush, smile, micro_bikini, simple_background, white_background, open_mouth

表格版本

#	样本数量	图片示例1	图片示例2	图片示例3	图片示例4	图片示例5	1girl	looking_at_viewer	solo	blush	open_mouth	school_uniform	ribbon	simple_background	smile	collared_shirt	neck_ribbon	white_shirt	open_jacket	red_ribbon	blue_jacket	blazer	:d	pleated_skirt	upper_body	white_background	long_sleeves	parted_bangs	very_long_hair	bare_shoulders	choker	detached_sleeves	midriff	necklace	straight_hair	arabian_clothes	bracelet	hair_flower	nail_polish	navel	skirt	closed_mouth	dancer	veil	white_bikini	small_breasts	micro_bikini
0	10						X	X	X	X	X	X	X	X	X