CyberHarem/ousaka_shizuku_loveliveschoolidolfestivalallstars

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

# Dataset of ousaka_shizuku/桜坂しずく/오사카시즈쿠 (Love Live! School Idol Festival ALL STARS)

This is the dataset of ousaka_shizuku/桜坂しずく/오사카시즈쿠 (Love Live! School Idol Festival ALL STARS), containing 500 images and their tags.

The core tags of this character are `brown_hair, long_hair, blue_eyes, bangs, bow, sidelocks, hair_between_eyes, hair_bow, half_updo, red_bow, 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 | 830.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ousaka_shizuku_loveliveschoolidolfestivalallstars/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 394.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ousaka_shizuku_loveliveschoolidolfestivalallstars/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1334 | 925.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ousaka_shizuku_loveliveschoolidolfestivalallstars/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 696.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ousaka_shizuku_loveliveschoolidolfestivalallstars/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1334 | 1.42 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ousaka_shizuku_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/ousaka_shizuku_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 | 41 |  |  |  |  |  | 1girl, solo, looking_at_viewer, white_dress, collarbone, sleeveless_dress, smile, blush, flower, frills, lace-trimmed_dress, white_bow, pearl_necklace, earrings, star_hair_ornament, arm_garter, cross-laced_clothes, open_mouth, pearl_bracelet, ribbon, breasts |
| 1 | 15 |  |  |  |  |  | 1girl, black_dress, black_gloves, buttons, choker, collarbone, evening_gown, looking_at_viewer, multicolored_clothes, necklace, off-shoulder_dress, solo, two-tone_dress, bare_shoulders, sleeveless_dress, white_dress, earrings, lace_gloves, black_bow, huge_bow, blush, open_mouth, rain, black_belt, water_drop, white_bow, smile |
| 2 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, black_gloves, buttons, evening_gown, huge_bow, lace_gloves, necklace, off-shoulder_dress, sleeveless_dress, solo, two-tone_dress, white_dress, choker, earrings, multicolored_clothes, black_bow, collarbone, white_bow, black_belt, looking_at_viewer, pantyhose |
| 3 | 13 |  |  |  |  |  | 1girl, solo, short_sleeves, blush, looking_at_viewer, smile, blue_dress, collared_dress, open_mouth, white_background |
| 4 | 48 |  |  |  |  |  | 1girl, nijigasaki_academy_school_uniform, solo, white_shirt, short_sleeves, collared_shirt, neck_ribbon, yellow_ribbon, summer_uniform, looking_at_viewer, blush, plaid_skirt, pleated_skirt, blue_vest, smile, open_mouth, white_background, blue_skirt, simple_background |
| 5 | 30 |  |  |  |  |  | nijigasaki_academy_school_uniform, 1girl, collared_shirt, solo, white_shirt, blush, long_sleeves, neck_ribbon, looking_at_viewer, black_jacket, winter_uniform, smile, yellow_ribbon, blazer, pleated_skirt, white_background, white_skirt, plaid_skirt, simple_background, upper_body |
| 6 | 16 |  |  |  |  |  | 1girl, solo, smile, blue_bikini, blush, looking_at_viewer, medium_breasts, cleavage, navel, collarbone, bikini_skirt, frilled_bikini, bracelet, ocean, open_mouth, wrist_scrunchie |
| 7 | 7 |  |  |  |  |  | 1girl, holding_umbrella, looking_at_viewer, red_coat, solo, upper_body, black_bow, blush, buttons, long_sleeves, closed_mouth, striped |
| 8 | 5 |  |  |  |  |  | 1girl, blue_kimono, blush, looking_at_viewer, obi, smile, solo, floral_print, upper_body |
| 9 | 8 |  |  |  |  |  | 1girl, katana, looking_at_viewer, solo, holding_sword, petals, blush, cherry_blossoms, white_background, wide_sleeves, blue_kimono, hakama_skirt, smile, unsheathing |
| 10 | 8 |  |  |  |  |  | 1girl, bear_ears, paw_gloves, solo, blush, looking_at_viewer, open_mouth, animal_hood, shorts, flower, :d, dress, polka_dot |
| 11 | 5 |  |  |  |  |  | detached_collar, looking_at_viewer, medium_breasts, playboy_bunny, rabbit_ears, rabbit_tail, strapless_leotard, 1girl, black_pantyhose, cleavage, solo, wrist_cuffs, blue_leotard, fake_animal_ears, sitting, black_bowtie, black_leotard, brown_pantyhose, earrings, high_heels, simple_background, table, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | white_dress | collarbone | sleeveless_dress | smile | blush | flower | frills | lace-trimmed_dress | white_bow | pearl_necklace | earrings | star_hair_ornament | arm_garter | cross-laced_clothes | open_mouth | pearl_bracelet | ribbon | breasts | black_dress | black_gloves | buttons | choker | evening_gown | multicolored_clothes | necklace | off-shoulder_dress | two-tone_dress | bare_shoulders | lace_gloves | black_bow | huge_bow | rain | black_belt | water_drop | pantyhose | short_sleeves | blue_dress | collared_dress | white_background | nijigasaki_academy_school_uniform | white_shirt | collared_shirt | neck_ribbon | yellow_ribbon | summer_uniform | plaid_skirt | pleated_skirt | blue_vest | blue_skirt | simple_background | long_sleeves | black_jacket | winter_uniform | blazer | white_skirt | upper_body | blue_bikini | medium_breasts | cleavage | navel | bikini_skirt | frilled_bikini | bracelet | ocean | wrist_scrunchie | holding_umbrella | red_coat | closed_mouth | striped | blue_kimono | obi | floral_print | katana | holding_sword | petals | cherry_blossoms | wide_sleeves | hakama_skirt | unsheathing | bear_ears | paw_gloves | animal_hood | shorts | :d | dress | polka_dot | detached_collar | playboy_bunny | rabbit_ears | rabbit_tail | strapless_leotard | black_pantyhose | wrist_cuffs | blue_leotard | fake_animal_ears | sitting | black_bowtie | black_leotard | brown_pantyhose | high_heels | table |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------|:--------------------|:--------------|:-------------|:-------------------|:--------|:--------|:---------|:---------|:---------------------|:------------|:-----------------|:-----------|:---------------------|:-------------|:----------------------|:-------------|:-----------------|:---------|:----------|:--------------|:---------------|:----------|:---------|:---------------|:-----------------------|:-----------|:---------------------|:-----------------|:-----------------|:--------------|:------------|:-----------|:-------|:-------------|:-------------|:------------|:----------------|:-------------|:-----------------|:-------------------|:------------------------------------|:--------------|:-----------------|:--------------|:----------------|:-----------------|:--------------|:----------------|:------------|:-------------|:--------------------|:---------------|:---------------|:-----------------|:---------|:--------------|:-------------|:--------------|:-----------------|:-----------|:--------|:---------------|:-----------------|:-----------|:--------|:------------------|:-------------------|:-----------|:---------------|:----------|:--------------|:------|:---------------|:---------|:----------------|:---------|:------------------|:---------------|:---------------|:--------------|:------------|:-------------|:--------------|:---------|:-----|:--------|:------------|:------------------|:----------------|:--------------|:--------------|:--------------------|:------------------|:--------------|:---------------|:-------------------|:----------|:---------------|:----------------|:------------------|:-------------|:--------|
| 0 | 41 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 15 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | X | X | X | X | X | | | | | | X | | X | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 13 |  |  |  |  |  | X | X | X | | | | X | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 48 |  |  |  |  |  | X | X | X | | | | X | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | X | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 30 |  |  |  |  |  | X | X | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | X | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 16 |  |  |  |  |  | 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 | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 5 |  |  |  |  |  | X | X | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 8 |  |  |  |  |  | X | X | X | | | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 8 |  |  |  |  |  | X | X | X | | | | | X | X | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 11 | 5 |  |  |  |  |  | X | 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 ousaka_shizuku/桜坂しずく/오사카시즈쿠 (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，主要描述角色ousaka_shizuku/桜坂しずく/오사카시즈쿠（来自《Love Live! School Idol Festival ALL STARS》）。图像主要标签包括brown_hair, long_hair, blue_eyes, bangs, bow, sidelocks, hair_between_eyes, hair_bow, half_updo, red_bow, ponytail。

数据来源

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

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	830.05 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	500	394.98 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1334	925.91 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	696.83 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1334	1.42 GiB	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	图像示例	标签
0	41		1girl, solo, looking_at_viewer, white_dress, collarbone, sleeveless_dress, smile, blush, flower, frills, lace-trimmed_dress, white_bow, pearl_necklace, earrings, star_hair_ornament, arm_garter, cross-laced_clothes, open_mouth, pearl_bracelet, ribbon, breasts
1	15		1girl, black_dress, black_gloves, buttons, choker, collarbone, evening_gown, looking_at_viewer, multicolored_clothes, necklace, off-shoulder_dress, solo, two-tone_dress, bare_shoulders, sleeveless_dress, white_dress, earrings, lace_gloves, black_bow, huge_bow, blush, open_mouth, rain, black_belt, water_drop, white_bow, smile
2	7		1girl, bare_shoulders, black_dress, black_gloves, buttons, evening_gown, huge_bow, lace_gloves, necklace, off-shoulder_dress, sleeveless_dress, solo, two-tone_dress, white_dress, choker, earrings, multicolored_clothes, black_bow, collarbone, white_bow, black_belt, looking_at_viewer, pantyhose
3	13		1girl, solo, short_sleeves, blush, looking_at_viewer, smile, blue_dress, collared_dress, open_mouth, white_background
4	48		1girl, nijigasaki_academy_school_uniform, solo, white_shirt, short_sleeves, collared_shirt, neck_ribbon, yellow_ribbon, summer_uniform, looking_at_viewer, blush, plaid_skirt, pleated_skirt, blue_vest, smile, open_mouth, white_background, blue_skirt, simple_background
5	30		nijigasaki_academy_school_uniform, 1girl, collared_shirt, solo, white_shirt, blush, long_sleeves, neck_ribbon, looking_at_viewer, black_jacket, winter_uniform, smile, yellow_ribbon, blazer, pleated_skirt, white_background, white_skirt, plaid_skirt, simple_background, upper_body
6	16		1girl, solo, smile, blue_bikini, blush, looking_at_viewer, medium_breasts, cleavage, navel, collarbone, bikini_skirt, frilled_bikini, bracelet, ocean, open_mouth, wrist_scrunchie
7	7		1girl, holding_umbrella, looking_at_viewer, red_coat, solo, upper_body, black_bow, blush, buttons, long_sleeves, closed_mouth, striped
8	5		1girl, blue_kimono, blush, looking_at_viewer, obi, smile, solo, floral_print, upper_body
9	8		1girl, katana, looking_at_viewer, solo, holding_sword, petals, blush, cherry_blossoms, white_background, wide_sleeves, blue_kimono, hakama_skirt, smile, unsheathing
10	8		1girl, bear_ears, paw_gloves, solo, blush, looking_at_viewer, open_mouth, animal_hood, shorts, flower, :d, dress, polka_dot
11	5		detached_collar, looking_at_viewer, medium_breasts, playboy_bunny, rabbit_ears, rabbit_tail, strapless_leotard, 1girl, black_pantyhose, cleavage, solo, wrist_cuffs, blue_leotard, fake_animal_ears, sitting, black_bowtie, black_leotard, brown_pantyhose, earrings, high_heels, simple_background, table, white_background