CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars

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

# Dataset of miyashita_ai/宮下愛/미야시타아이 (Love Live! School Idol Festival ALL STARS)

This is the dataset of miyashita_ai/宮下愛/미야시타아이 (Love Live! School Idol Festival ALL STARS), containing 500 images and their tags.

The core tags of this character are `blonde_hair, bangs, yellow_eyes, breasts, sidelocks, orange_eyes, medium_hair, braid, hair_ornament, 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 | 500 | 804.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 382.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1322 | 903.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 678.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1322 | 1.39 GiB | [Download](https://huggingface.co/datasets/CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars/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/miyashita_ai_loveliveschoolidolfestivalallstars',
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 | 7 |  |  |  |  |  | 1girl, off-shoulder_shirt, solo, cleavage, necklace, smile, x_hair_ornament, medium_breasts, midriff, orange_shirt, blush, bracelet, collarbone, gyaru, looking_at_viewer, navel, one_eye_closed, star_(symbol), cellphone, denim, holding_phone, upper_body |
| 1 | 14 |  |  |  |  |  | 1girl, solo, blush, jacket_around_waist, looking_at_viewer, midriff, navel, short_sleeves, smile, white_shirt, cleavage, collarbone, medium_breasts, crop_top, pants, wristband, open_mouth, simple_background, white_background |
| 2 | 35 |  |  |  |  |  | 1girl, nijigasaki_academy_school_uniform, solo, looking_at_viewer, collared_shirt, brown_cardigan, plaid_skirt, short_sleeves, gyaru, smile, summer_uniform, neck_ribbon, pleated_skirt, jacket_around_waist, simple_background, sweater_around_waist, white_shirt, blue_skirt, short_ponytail, white_background, blush, medium_breasts, flower |
| 3 | 7 |  |  |  |  |  | 1girl, brown_cardigan, school_uniform, solo, upper_body, blush, collared_shirt, smile, white_background, white_shirt, looking_at_viewer, red_ribbon, simple_background, closed_mouth, large_breasts, neck_ribbon |
| 4 | 26 |  |  |  |  |  | 1girl, solo, hair_flower, cleavage, smile, looking_at_viewer, navel, midriff, medium_breasts, short_shorts, star_(symbol), bracelet, collarbone, one_eye_closed, black_shorts, boots, side_ponytail, blush, gyaru, orange_nails, black_footwear, heart_tattoo, necklace, ring, underwear |
| 5 | 8 |  |  |  |  |  | 1girl, solo, english_text, looking_at_viewer, smile, character_name, happy_birthday, blush, dress, dated, hat, jewelry, side_braid, white_gloves, medium_breasts, side_ponytail |
| 6 | 5 |  |  |  |  |  | 1girl, beanie, blue_headwear, long_sleeves, looking_at_viewer, solo, blush, shirt, long_hair, off_shoulder, white_background, collarbone, green_pants, grin, simple_background, sitting, sneakers, tank_top |
| 7 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, dress, blush, white_gloves, heart, open_mouth |
| 8 | 61 |  |  |  |  |  | 1girl, solo, tank_top, midriff, cheerleader, orange_skirt, french_braid, side_ponytail, wristband, collarbone, gyaru, miniskirt, pom_pom_(cheerleading), heart_necklace, navel, hairclip, black_belt, thighhighs, smile, hair_tie, off_shoulder, crop_top, pendant, asymmetrical_legwear |
| 9 | 7 |  |  |  |  |  | 1girl, black_gloves, fingerless_gloves, looking_at_viewer, solo, x_hair_ornament, black_choker, cropped_jacket, red_nails, crop_top, heart_necklace, midriff, navel, one_eye_closed, short_ponytail, belt, character_name, collarbone, french_braid, hairclip, miniskirt, nail_polish, ribbon, black_skirt, blush, bracelet, earrings, fishnet_top, grey_tank_top, grin, hair_bow, layered_skirt, side_braid |
| 10 | 15 |  |  |  |  |  | 1girl, solo, jacket, bracelet, looking_at_viewer, skirt, twintails, demon_horns, demon_tail, nail_polish, fake_horns, fishnet_pantyhose, necklace, smile, black_choker, black_nails, black_necktie, boots, gyaru, holding_weapon, one_eye_closed, white_shirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | off-shoulder_shirt | solo | cleavage | necklace | smile | x_hair_ornament | medium_breasts | midriff | orange_shirt | blush | bracelet | collarbone | gyaru | looking_at_viewer | navel | one_eye_closed | star_(symbol) | cellphone | denim | holding_phone | upper_body | jacket_around_waist | short_sleeves | white_shirt | crop_top | pants | wristband | open_mouth | simple_background | white_background | nijigasaki_academy_school_uniform | collared_shirt | brown_cardigan | plaid_skirt | summer_uniform | neck_ribbon | pleated_skirt | sweater_around_waist | blue_skirt | short_ponytail | flower | school_uniform | red_ribbon | closed_mouth | large_breasts | hair_flower | short_shorts | black_shorts | boots | side_ponytail | orange_nails | black_footwear | heart_tattoo | ring | underwear | english_text | character_name | happy_birthday | dress | dated | hat | jewelry | side_braid | white_gloves | beanie | blue_headwear | long_sleeves | shirt | long_hair | off_shoulder | green_pants | grin | sitting | sneakers | tank_top | heart | cheerleader | orange_skirt | french_braid | miniskirt | pom_pom_(cheerleading) | heart_necklace | hairclip | black_belt | thighhighs | hair_tie | pendant | asymmetrical_legwear | black_gloves | fingerless_gloves | black_choker | cropped_jacket | red_nails | belt | nail_polish | ribbon | black_skirt | earrings | fishnet_top | grey_tank_top | hair_bow | layered_skirt | jacket | skirt | twintails | demon_horns | demon_tail | fake_horns | fishnet_pantyhose | black_nails | black_necktie | holding_weapon |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:---------------------|:-------|:-----------|:-----------|:--------|:------------------|:-----------------|:----------|:---------------|:--------|:-----------|:-------------|:--------|:--------------------|:--------|:-----------------|:----------------|:------------|:--------|:----------------|:-------------|:----------------------|:----------------|:--------------|:-----------|:--------|:------------|:-------------|:--------------------|:-------------------|:------------------------------------|:-----------------|:-----------------|:--------------|:-----------------|:--------------|:----------------|:-----------------------|:-------------|:-----------------|:---------|:-----------------|:-------------|:---------------|:----------------|:--------------|:---------------|:---------------|:--------|:----------------|:---------------|:-----------------|:---------------|:-------|:------------|:---------------|:-----------------|:-----------------|:--------|:--------|:------|:----------|:-------------|:---------------|:---------|:----------------|:---------------|:--------|:------------|:---------------|:--------------|:-------|:----------|:-----------|:-----------|:--------|:--------------|:---------------|:---------------|:------------|:-------------------------|:-----------------|:-----------|:-------------|:-------------|:-----------|:----------|:-----------------------|:---------------|:--------------------|:---------------|:-----------------|:------------|:-------|:--------------|:---------|:--------------|:-----------|:--------------|:----------------|:-----------|:----------------|:---------|:--------|:------------|:--------------|:-------------|:-------------|:--------------------|:--------------|:----------------|:-----------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 14 |  |  |  |  |  | X | | X | X | | X | | X | X | | X | | X | | X | X | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 35 |  |  |  |  |  | X | | X | | | X | | X | | | X | | | X | X | | | | | | | | X | X | X | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 7 |  |  |  |  |  | X | | X | | | X | | | | | X | | | | X | | | | | | | X | | | X | | | | | X | X | | X | X | | | X | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 26 |  |  |  |  |  | X | | X | X | X | X | | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 8 |  |  |  |  |  | X | | X | | | X | | X | | | X | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | X | | X | | | | | | | | X | | X | | X | | | | | | | | | | | | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 7 |  |  |  |  |  | X | | X | | | X | | | | | X | | | | X | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | X | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 61 |  |  |  |  |  | X | | X | | | X | | | X | | | | X | X | | X | | | | | | | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | X | | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 7 |  |  |  |  |  | X | | X | | | | X | | X | | X | X | X | | X | X | X | | | | | | | | | X | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | X | | | | | | X | | | | | | | | | X | | | | | | | X | X | | X | X | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 10 | 15 |  |  |  |  |  | X | | X | | X | 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

数据集名称

Dataset of miyashita_ai/宮下愛/미야시타아이 (Love Live! School Idol Festival ALL STARS)

数据集描述

该数据集包含500张图像及其标签，主题为miyashita_ai/宮下愛/미야시타아이（来自《Love Live! School Idol Festival ALL STARS》）。图像主要标签包括blonde_hair, bangs, yellow_eyes, breasts, sidelocks, orange_eyes, medium_hair, braid, hair_ornament, ponytail。

数据集来源

图像从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team提供支持。

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	500	804.33 MiB	Download	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	500	382.42 MiB	Download	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1322	903.66 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	678.76 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1322	1.39 GiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

提供了原始数据集（包括标记图像）用于waifuc加载。加载代码如下：

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

zip_file = hf_hub_download( repo_id=CyberHarem/miyashita_ai_loveliveschoolidolfestivalallstars, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到指定目录

dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

使用waifuc加载数据集

source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

提供了标签聚类结果，可能有助于挖掘特定服装。

原始文本版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	7						1girl, off-shoulder_shirt, solo, cleavage, necklace, smile, x_hair_ornament, medium_breasts, midriff, orange_shirt, blush, bracelet, collarbone, gyaru, looking_at_viewer, navel, one_eye_closed, star_(symbol), cellphone, denim, holding_phone, upper_body
1	14						1girl, solo, blush, jacket_around_waist, looking_at_viewer, midriff, navel, short_sleeves, smile, white_shirt, cleavage, collarbone, medium_breasts, crop_top, pants, wristband, open_mouth, simple_background, white_background
2	35						1girl, nijigasaki_academy_school_uniform, solo, looking_at_viewer, collared_shirt, brown_cardigan, plaid_skirt, short_sleeves, gyaru, smile, summer_uniform, neck_ribbon, pleated_skirt, jacket_around_waist, simple_background, sweater_around_waist, white_shirt, blue_skirt, short_ponytail, white_background, blush, medium_breasts, flower
3	7						1girl, brown_cardigan, school_uniform, solo, upper_body, blush, collared_shirt, smile, white_background, white_shirt, looking_at_viewer, red_ribbon, simple_background, closed_mouth, large_breasts, neck_ribbon
4	26						1girl, solo, hair_flower, cleavage, smile, looking_at_viewer, navel, midriff, medium_breasts, short_shorts, star_(symbol), bracelet, collarbone, one_eye_closed, black_shorts, boots, side_ponytail, blush, gyaru, orange_nails, black_footwear, heart_tattoo, necklace, ring, underwear
5	8						1girl, solo, english_text, looking_at_viewer, smile, character_name, happy_birthday, blush, dress, dated, hat, jewelry, side_braid, white_gloves, medium_breasts, side_ponytail
6	5						1girl, beanie, blue_headwear, long_sleeves, looking_at_viewer, solo, blush, shirt, long_hair, off_shoulder, white_background, collarbone, green_pants, grin, simple_background, sitting, sneakers, tank_top
7	7						1girl, looking_at_viewer, smile, solo, dress, blush, white_gloves, heart, open_mouth
8	61						1girl, solo, tank_top, midriff, cheerleader, orange_skirt, french_braid, side_ponytail, wristband, collarbone, gyaru, miniskirt, pom_pom_(cheerleading), heart_necklace, navel, hairclip, black_belt, thighhighs, smile, hair_tie, off_shoulder, crop_top, pendant, asymmetrical_legwear
9	7						1girl, black_gloves, fingerless_gloves, looking_at_viewer, solo, x_hair_ornament, black_choker, cropped_jacket, red_nails, crop_top, heart_necklace, midriff, navel, one_eye_closed, short_ponytail, belt, character_name, collarbone, french_braid, hairclip, miniskirt, nail_polish, ribbon, black_skirt, blush, bracelet, earrings, fishnet_top, grey_tank_top, grin, hair_bow, layered_skirt, side_braid
10	15						1girl, solo, jacket, bracelet, looking_at_viewer, skirt, twintails, demon_horns, demon_tail, nail_polish, fake_horns, fishnet_pantyhose, necklace, smile, black_choker, black_nails, black_necktie, boots, gyaru, holding_weapon, one_eye_closed, white_shirt

表格版本

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | off-shoulder_shirt | solo | cleavage | necklace | smile | x_hair_ornament | medium_breasts | midriff | orange_shirt | blush | bracelet | collarbone | gyaru | looking_at_viewer | navel | one_eye_closed | star_(symbol) | cellphone | denim | holding_phone | upper_body | jacket_around_waist | short_sleeves | white_shirt | crop_top | pants | wristband | open_mouth | simple_background | white_background | nijigasaki_academy_school_uniform | collared_shirt | brown_cardigan | plaid_skirt | summer_uniform | neck_ribbon | pleated_skirt | sweater_around_waist | blue_skirt | short_ponytail | flower | school_uniform | red_ribbon | closed_mouth | large_breasts | hair_flower | short_shorts | black_shorts | boots | side_ponytail | orange_nails | black_footwear | heart_tattoo | ring | underwear | english_text | character_name | happy_birthday | dress | dated | hat | jewelry | side_braid | white_gloves | beanie | blue_headwear | long_sleeves | shirt | long_hair | off_shoulder | green_pants | grin | sitting | sneakers | tank_top | heart | cheerleader | orange_skirt | french_braid | miniskirt | pom_pom_(cheerleading) | heart_necklace | hairclip | black_belt | thighhighs | hair_tie | pendant | asymmetrical_legwear | black_gloves | fingerless_gloves | black_choker | cropped_jacket | red_nails | belt | nail_polish | ribbon | black_skirt | earrings | fishnet_top | grey_tank_top | hair_bow | layered_skirt | jacket | skirt | twintails | demon_horns | demon_tail | fake_horns | fishnet_pantyhose | black_nails | black_necktie | holding_weapon | |----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:---------------------|:-------|:-----------|:-----------|:--------|:------------------|:-----------------|:----------|:---------------|:--------|:-----------|:-------------|:--------|:--------------------|:--------|:-----------------|:----------------|:------------|:--------|:----------------|:-------------|:----------------------|:----------------|:--------------|:-----------|:--------|:------------|:-------------|:--------------------|:-------------------|:------------------------------------|:-----------------|:-----------------|:--------------|:-----------------|:--------------|:----------------|:-----------------------|:-------------|:-----------------|:---------|:-----------------|:-------------|:---------------|:----------------|:--------------|:---------------|:---------------|:--------|:----------------|:---------------|:-----------------|:---------------|:-------|:------------|:---------------|:-----------------|:-----------------|:--------|:--------|:------|:----------|:-------------|:---------------|:---------|:----------------|:---------------|:--------|:------------|:---------------|:--------------|:-------|:----------|:-----------|:-----------|:--------|:--------------|:---------------|:---------------|:------------|:-------------------------|:-----------------|:-----------|:-------------|:-------------|:-----------|:----------|:-----------------------|:---------------|:--------------------|:---------------|:-----------------|:------------|:-------|: