CyberHarem/nagayoshi_subaru_theidolmstermillionlive

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

# Dataset of nagayoshi_subaru/永吉昴 (THE iDOLM@STER: Million Live!)

This is the dataset of nagayoshi_subaru/永吉昴 (THE iDOLM@STER: Million Live!), containing 229 images and their tags.

The core tags of this character are `short_hair, green_hair, red_eyes, bangs, brown_hair`, 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 | 229 | 242.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagayoshi_subaru_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 229 | 154.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagayoshi_subaru_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 519 | 319.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagayoshi_subaru_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 229 | 219.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagayoshi_subaru_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 519 | 431.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagayoshi_subaru_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/nagayoshi_subaru_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 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, solo, long_sleeves, white_gloves, ascot, closed_mouth, crown, hat, purple_eyes, white_background, white_jacket, white_pants, blush, epaulettes, grin, hair_between_eyes, hair_ornament, simple_background, upper_body |
| 1 | 12 |  |  |  |  |  | 1girl, looking_at_viewer, open_mouth, :d, solo, purple_eyes, dress, jewelry, necktie |
| 2 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, purple_eyes, solo, open_mouth, :d, baseball, letterman_jacket, shorts |
| 3 | 9 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, open_mouth, skirt, smile, jewelry |
| 4 | 12 |  |  |  |  |  | 1girl, hair_between_eyes, blush, looking_at_viewer, simple_background, solo, smile, white_background, white_shirt, upper_body, open_mouth, collarbone, jacket, short_sleeves |
| 5 | 5 |  |  |  |  |  | 1girl, blush, solo, cleavage, looking_at_viewer, medium_breasts, navel, collarbone, hair_between_eyes, sitting, smile, striped_bikini, beachball, one_eye_closed, open_mouth, partially_submerged, short_shorts, water |
| 6 | 6 |  |  |  |  |  | 1girl, blush, censored, nipples, pussy, small_breasts, hetero, on_back, open_mouth, solo_focus, 1boy, spread_legs, hair_between_eyes, navel, nude, on_bed, penis, pillow, sex, sweat |
| 7 | 5 |  |  |  |  |  | 1girl, detached_collar, playboy_bunny, rabbit_ears, solo, fake_animal_ears, strapless_leotard, wrist_cuffs, blush, indian_style, looking_at_viewer, pantyhose, rabbit_tail, simple_background, small_breasts, black_bowtie, black_leotard, cleavage, covered_navel, purple_eyes, red_bowtie, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | long_sleeves | white_gloves | ascot | closed_mouth | crown | hat | purple_eyes | white_background | white_jacket | white_pants | blush | epaulettes | grin | hair_between_eyes | hair_ornament | simple_background | upper_body | open_mouth | :d | dress | jewelry | necktie | baseball | letterman_jacket | shorts | skirt | smile | white_shirt | collarbone | jacket | short_sleeves | cleavage | medium_breasts | navel | sitting | striped_bikini | beachball | one_eye_closed | partially_submerged | short_shorts | water | censored | nipples | pussy | small_breasts | hetero | on_back | solo_focus | 1boy | spread_legs | nude | on_bed | penis | pillow | sex | sweat | detached_collar | playboy_bunny | rabbit_ears | fake_animal_ears | strapless_leotard | wrist_cuffs | indian_style | pantyhose | rabbit_tail | black_bowtie | black_leotard | covered_navel | red_bowtie |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:---------------|:---------------|:--------|:---------------|:--------|:------|:--------------|:-------------------|:---------------|:--------------|:--------|:-------------|:-------|:--------------------|:----------------|:--------------------|:-------------|:-------------|:-----|:--------|:----------|:----------|:-----------|:-------------------|:---------|:--------|:--------|:--------------|:-------------|:---------|:----------------|:-----------|:-----------------|:--------|:----------|:-----------------|:------------|:-----------------|:----------------------|:---------------|:--------|:-----------|:----------|:--------|:----------------|:---------|:----------|:-------------|:-------|:--------------|:-------|:---------|:--------|:---------|:------|:--------|:------------------|:----------------|:--------------|:-------------------|:--------------------|:--------------|:---------------|:------------|:--------------|:---------------|:----------------|:----------------|:-------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | X | X | X | | | | | | | X | | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | X | X | X | | | | | | | X | | | | | | | | | | | X | X | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 9 |  |  |  |  |  | X | X | X | | | | | | | | | | | X | | | | | | | X | | | X | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 12 |  |  |  |  |  | X | X | X | | | | | | | | X | | | X | | | X | | X | X | X | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | X | X | X | | | | | | | | | | | X | | | X | | | | X | | | | | | | | | X | | X | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | X | | | | | | | | | | | | | X | | | X | | | | X | | | | | | | | | | | | | | | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 7 | 5 |  |  |  |  |  | X | X | X | | | | | | | X | X | | | X | | | | | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | X | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X |

This is the dataset of nagayoshi_subaru/永吉昴 (THE iDOLM@STER: Million Live!), containing 229 images and their tags. The core tags of this character are `short_hair, green_hair, red_eyes, bangs, brown_hair`, 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)). This dataset is intended for text-to-image tasks and is not suitable for all audiences due to its content.

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of nagayoshi_subaru/永吉昴 (THE iDOLM@STER: Million Live!)
• 内容: 包含229张图片及其标签
• 核心标签: short_hair, green_hair, red_eyes, bangs, brown_hair
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取

数据集包列表

名称	图片数量	大小	类型	描述
raw	229	242.00 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	229	154.84 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	519	319.77 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	229	219.19 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	519	431.13 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	8		1girl, looking_at_viewer, solo, long_sleeves, white_gloves, ascot, closed_mouth, crown, hat, purple_eyes, white_background, white_jacket, white_pants, blush, epaulettes, grin, hair_between_eyes, hair_ornament, simple_background, upper_body
1	12		1girl, looking_at_viewer, open_mouth, :d, solo, purple_eyes, dress, jewelry, necktie
2	8		1girl, looking_at_viewer, purple_eyes, solo, open_mouth, :d, baseball, letterman_jacket, shorts
3	9		1girl, blush, looking_at_viewer, solo, open_mouth, skirt, smile, jewelry
4	12		1girl, hair_between_eyes, blush, looking_at_viewer, simple_background, solo, smile, white_background, white_shirt, upper_body, open_mouth, collarbone, jacket, short_sleeves
5	5		1girl, blush, solo, cleavage, looking_at_viewer, medium_breasts, navel, collarbone, hair_between_eyes, sitting, smile, striped_bikini, beachball, one_eye_closed, open_mouth, partially_submerged, short_shorts, water
6	6		1girl, blush, censored, nipples, pussy, small_breasts, hetero, on_back, open_mouth, solo_focus, 1boy, spread_legs, hair_between_eyes, navel, nude, on_bed, penis, pillow, sex, sweat
7	5		1girl, detached_collar, playboy_bunny, rabbit_ears, solo, fake_animal_ears, strapless_leotard, wrist_cuffs, blush, indian_style, looking_at_viewer, pantyhose, rabbit_tail, simple_background, small_breasts, black_bowtie, black_leotard, cleavage, covered_navel, purple_eyes, red_bowtie, white_background

表格版本

#	样本数量	图片示例	1girl	looking_at_viewer	solo	long_sleeves	white_gloves	ascot	closed_mouth	crown	hat	purple_eyes	white_background	white_jacket	white_pants	blush	epaulettes	grin	hair_between_eyes	hair_ornament	simple_background	upper_body	open_mouth	:d	dress	jewelry	necktie	baseball	letterman_jacket	shorts	skirt	smile	white_shirt	collarbone	jacket	short_sleeves	cleavage	medium_breasts	navel	sitting	striped_bikini	beachball	one_eye_closed	partially_submerged	short_shorts	water	censored	nipples	pussy	small_breasts	hetero	on_back	solo_focus	1boy	spread_legs	nude	on_bed	penis	pillow	sex	sweat	detached_collar	playboy_bunny	rabbit_ears	fake_animal_ears	strapless_leotard	wrist_cuffs	indian_style	pantyhose	rabbit_tail	black_bowtie	black_leotard	covered_navel	red_bowtie
0	8		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X