CyberHarem/kinoshita_hinata_theidolmstermillionlive

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

# Dataset of kinoshita_hinata/木下ひなた (THE iDOLM@STER: Million Live!)

This is the dataset of kinoshita_hinata/木下ひなた (THE iDOLM@STER: Million Live!), containing 103 images and their tags.

The core tags of this character are `brown_hair, short_hair, ahoge, green_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 | 103 | 85.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kinoshita_hinata_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 103 | 64.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kinoshita_hinata_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 209 | 119.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kinoshita_hinata_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 103 | 81.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kinoshita_hinata_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 209 | 147.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kinoshita_hinata_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/kinoshita_hinata_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 | 10 |  |  |  |  |  | 1girl, solo, looking_at_viewer, open_mouth, blush, simple_background, white_background, :d, long_sleeves, skirt, white_shirt |
| 1 | 5 |  |  |  |  |  | 1girl, open_mouth, :d, blush, bow, puffy_short_sleeves, blue_eyes, flower, gloves, hairband, looking_at_viewer, solo, frills, mini_hat, red_dress, skirt |
| 2 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, open_mouth, solo, :d, bracelet, character_name, dress, blush, hair_bow, heart, necklace |
| 3 | 13 |  |  |  |  |  | 1girl, solo, blush, open_mouth, :d, looking_at_viewer, apple, ^_^, dress, holding_food |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | open_mouth | blush | simple_background | white_background | :d | long_sleeves | skirt | white_shirt | bow | puffy_short_sleeves | blue_eyes | flower | gloves | hairband | frills | mini_hat | red_dress | bracelet | character_name | dress | hair_bow | heart | necklace | apple | ^_^ | holding_food |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-------------|:--------|:--------------------|:-------------------|:-----|:---------------|:--------|:--------------|:------|:----------------------|:------------|:---------|:---------|:-----------|:---------|:-----------|:------------|:-----------|:-----------------|:--------|:-----------|:--------|:-----------|:--------|:------|:---------------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | 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 | | | |
| 3 | 13 |  |  |  |  |  | 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: Dataset of kinoshita_hinata/木下ひなた (THE iDOLM@STER: Million Live!)
• 内容: 包含103张图片及其标签
• 核心标签: brown_hair, short_hair, ahoge, green_eyes
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据集包列表

名称	图片数量	大小	类型	描述
raw	103	85.98 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	103	64.82 MiB	IMG+TXT	短边不超过800像素的图片数据集
stage3-p480-800	209	119.15 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	103	81.61 MiB	IMG+TXT	短边不超过1200像素的图片数据集
stage3-p480-1200	209	147.18 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	10		1girl, solo, looking_at_viewer, open_mouth, blush, simple_background, white_background, :d, long_sleeves, skirt, white_shirt
1	5		1girl, open_mouth, :d, blush, bow, puffy_short_sleeves, blue_eyes, flower, gloves, hairband, looking_at_viewer, solo, frills, mini_hat, red_dress, skirt
2	5		1girl, looking_at_viewer, open_mouth, solo, :d, bracelet, character_name, dress, blush, hair_bow, heart, necklace
3	13		1girl, solo, blush, open_mouth, :d, looking_at_viewer, apple, ^_^, dress, holding_food

表格版本

#	样本数量	图片示例	1girl	solo	looking_at_viewer	open_mouth	blush	simple_background	white_background	:d	long_sleeves	skirt	white_shirt	bow	puffy_short_sleeves	blue_eyes	flower	gloves	hairband	frills	mini_hat	red_dress	bracelet	character_name	dress	hair_bow	heart	necklace	apple	^_^	holding_food
0	10		X	X	X	X	X	X	X	X	X	X