CyberHarem/trainer_idolmastercinderellagirls

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

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

This is the dataset of trainer (THE iDOLM@STER: Cinderella Girls), containing 87 images and their tags.

The core tags of this character are `black_hair, long_hair, hair_ornament, hairclip, breasts, black_eyes, brown_eyes, ponytail`, 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 | 87 | 64.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/trainer_idolmastercinderellagirls/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 87 | 48.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/trainer_idolmastercinderellagirls/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 168 | 87.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/trainer_idolmastercinderellagirls/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 87 | 60.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/trainer_idolmastercinderellagirls/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 168 | 107.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/trainer_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/trainer_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 | 6 |  |  |  |  |  | 1girl, looking_at_viewer, navel, panties, solo, pants_pull, shirt_lift, wristband, blush, bra, on_back, shorts_pull, small_breasts |
| 1 | 6 |  |  |  |  |  | 1girl, shorts, smile, solo, blush, looking_at_viewer, open_mouth, watch, wristband, sketch |
| 2 | 5 |  |  |  |  |  | 1girl, smile, solo, wristband, water_bottle, looking_at_viewer, black_shorts, blush, shirt |
| 3 | 5 |  |  |  |  |  | 1girl, solo, blush, bracelet, necklace, skirt, smile, medium_breasts, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | navel | panties | solo | pants_pull | shirt_lift | wristband | blush | bra | on_back | shorts_pull | small_breasts | shorts | smile | open_mouth | watch | sketch | water_bottle | black_shorts | shirt | bracelet | necklace | skirt | medium_breasts |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:--------|:----------|:-------|:-------------|:-------------|:------------|:--------|:------|:----------|:--------------|:----------------|:---------|:--------|:-------------|:--------|:---------|:---------------|:---------------|:--------|:-----------|:-----------|:--------|:-----------------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | | | X | | | X | X | | | | | X | X | X | X | X | | | | | | | |
| 2 | 5 |  |  |  |  |  | X | X | | | X | | | X | X | | | | | | X | | | | X | X | X | | | | |
| 3 | 5 |  |  |  |  |  | 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: Dataset of trainer (THE iDOLM@STER: Cinderella Girls)
• 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: 87
• 核心标签: black_hair, long_hair, hair_ornament, hairclip, breasts, black_eyes, brown_eyes, ponytail

数据包列表

名称	图像数量	大小	类型	描述
raw	87	64.12 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	87	48.02 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	168	87.05 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	87	60.27 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	168	107.67 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	6						1girl, looking_at_viewer, navel, panties, solo, pants_pull, shirt_lift, wristband, blush, bra, on_back, shorts_pull, small_breasts
1	6						1girl, shorts, smile, solo, blush, looking_at_viewer, open_mouth, watch, wristband, sketch
2	5						1girl, smile, solo, wristband, water_bottle, looking_at_viewer, black_shorts, blush, shirt
3	5						1girl, solo, blush, bracelet, necklace, skirt, smile, medium_breasts, open_mouth

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	looking_at_viewer	navel	panties	solo	pants_pull	shirt_lift	wristband	blush	bra	on_back	shorts_pull	small_breasts	shorts	smile	open_mouth	watch	sketch	water_bottle	black_shorts	shirt	bracelet	necklace	skirt	medium_breasts
0	6						X	X	X	X	X	X	X	X	X	X	X	X	X
1	6						X	X			X			X	X					X	X	X	X	X
2	5						X	X			X			X	X						X				X	X	X
3	5						X				X				X						X	X						X	X	X	X