CyberHarem/ibuki_tsubasa_theidolmstermillionlive

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

# Dataset of ibuki_tsubasa/伊吹翼/이부키츠바사 (THE iDOLM@STER: Million Live!)

This is the dataset of ibuki_tsubasa/伊吹翼/이부키츠바사 (THE iDOLM@STER: Million Live!), containing 483 images and their tags.

The core tags of this character are `short_hair, ahoge, blonde_hair, breasts, bangs, pink_eyes, red_eyes, medium_breasts, hair_between_eyes, 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 | 483 | 614.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ibuki_tsubasa_theidolmstermillionlive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 483 | 363.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ibuki_tsubasa_theidolmstermillionlive/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1193 | 784.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ibuki_tsubasa_theidolmstermillionlive/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 483 | 552.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ibuki_tsubasa_theidolmstermillionlive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1193 | 1.07 GiB | [Download](https://huggingface.co/datasets/CyberHarem/ibuki_tsubasa_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/ibuki_tsubasa_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 | 5 |  |  |  |  |  | 1girl, collarbone, looking_at_viewer, simple_background, solo, white_background, blush, completely_nude, navel, nipples, pussy, :d, arms_behind_back, closed_mouth, female_pubic_hair, open_mouth, standing, upper_body |
| 1 | 5 |  |  |  |  |  | 1girl, blush, looking_at_viewer, short_sleeves, solo, raglan_sleeves, simple_background, smile, upper_body, collarbone, navel, tongue_out, white_background, white_shirt, closed_mouth, midriff, yellow_shirt |
| 2 | 6 |  |  |  |  |  | 1girl, blue_sky, cloud, day, looking_at_viewer, outdoors, smile, blush, navel, solo, white_bikini, ocean, open_mouth, beach, cleavage, wet |
| 3 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, cheerleader, pom_pom_(cheerleading), smile, midriff, pleated_skirt, thighhighs, navel, crop_top_overhang, miniskirt, open_mouth, short_sleeves, white_skirt, yellow_shirt, holding, jewelry, simple_background, star_(symbol), sweat, white_gloves |
| 4 | 5 |  |  |  |  |  | 1girl, blush, looking_at_viewer, shirt_lift, solo, lifted_by_self, short_sleeves, upper_body, navel, simple_background, bra_lift, hair_flaps, large_breasts, nipples, sweatdrop, underboob, white_background, white_bra, white_shirt, yellow_bra, yellow_shirt |
| 5 | 13 |  |  |  |  |  | fingerless_gloves, looking_at_viewer, navel, short_sleeves, 1girl, black_gloves, hair_flaps, pleated_skirt, serafuku, white_shirt, white_skirt, yellow_cape, sailor_collar, solo, midriff, miniskirt, blush, open_mouth, smile, yellow_neckerchief, black_thighhighs, v-shaped_eyebrows, sidelocks, stomach, white_cape |
| 6 | 5 |  |  |  |  |  | 1girl, choker, hair_ornament, long_sleeves, looking_at_viewer, midriff, navel, open_jacket, solo, white_jacket, blush, fishnets, cleavage, collarbone, earrings, nail_polish, pleated_skirt, see-through, thighhighs, black_skirt, checkered_clothes, crop_top, fingerless_gloves, grin, hair_flaps, large_breasts, miniskirt, mismatched_legwear, open_mouth, white_background |
| 7 | 17 |  |  |  |  |  | 1boy, 1girl, blush, hetero, solo_focus, open_mouth, sweat, nipples, penis, sex, smile, vaginal, girl_on_top, completely_nude, female_pubic_hair, looking_at_viewer, navel, spread_legs, bar_censor, cowgirl_position, cum_in_pussy, heart, mosaic_censoring |
| 8 | 7 |  |  |  |  |  | blush, collarbone, large_breasts, looking_at_viewer, 1girl, cleavage, solo, upper_body, neck_bell, open_mouth, simple_background, smile, animal_ears, black_bikini, choker, cow_print, gloves, horns, navel |
| 9 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, solo, blush, cleavage, fake_animal_ears, playboy_bunny, rabbit_ears, simple_background, white_background, detached_collar, rabbit_tail, bare_shoulders, strapless_leotard, wrist_cuffs, large_breasts, smile, cowboy_shot, fake_tail, black_leotard, covered_navel, hair_flaps, open_mouth, pantyhose |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | collarbone | looking_at_viewer | simple_background | solo | white_background | blush | completely_nude | navel | nipples | pussy | :d | arms_behind_back | closed_mouth | female_pubic_hair | open_mouth | standing | upper_body | short_sleeves | raglan_sleeves | smile | tongue_out | white_shirt | midriff | yellow_shirt | blue_sky | cloud | day | outdoors | white_bikini | ocean | beach | cleavage | wet | cheerleader | pom_pom_(cheerleading) | pleated_skirt | thighhighs | crop_top_overhang | miniskirt | white_skirt | holding | jewelry | star_(symbol) | sweat | white_gloves | shirt_lift | lifted_by_self | bra_lift | hair_flaps | large_breasts | sweatdrop | underboob | white_bra | yellow_bra | fingerless_gloves | black_gloves | serafuku | yellow_cape | sailor_collar | yellow_neckerchief | black_thighhighs | v-shaped_eyebrows | sidelocks | stomach | white_cape | choker | hair_ornament | long_sleeves | open_jacket | white_jacket | fishnets | earrings | nail_polish | see-through | black_skirt | checkered_clothes | crop_top | grin | mismatched_legwear | 1boy | hetero | solo_focus | penis | sex | vaginal | girl_on_top | spread_legs | bar_censor | cowgirl_position | cum_in_pussy | heart | mosaic_censoring | neck_bell | animal_ears | black_bikini | cow_print | gloves | horns | fake_animal_ears | playboy_bunny | rabbit_ears | detached_collar | rabbit_tail | bare_shoulders | strapless_leotard | wrist_cuffs | cowboy_shot | fake_tail | black_leotard | covered_navel | pantyhose |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:--------------------|:--------------------|:-------|:-------------------|:--------|:------------------|:--------|:----------|:--------|:-----|:-------------------|:---------------|:--------------------|:-------------|:-----------|:-------------|:----------------|:-----------------|:--------|:-------------|:--------------|:----------|:---------------|:-----------|:--------|:------|:-----------|:---------------|:--------|:--------|:-----------|:------|:--------------|:-------------------------|:----------------|:-------------|:--------------------|:------------|:--------------|:----------|:----------|:----------------|:--------|:---------------|:-------------|:-----------------|:-----------|:-------------|:----------------|:------------|:------------|:------------|:-------------|:--------------------|:---------------|:-----------|:--------------|:----------------|:---------------------|:-------------------|:--------------------|:------------|:----------|:-------------|:---------|:----------------|:---------------|:--------------|:---------------|:-----------|:-----------|:--------------|:--------------|:--------------|:--------------------|:-----------|:-------|:---------------------|:-------|:---------|:-------------|:--------|:------|:----------|:--------------|:--------------|:-------------|:-------------------|:---------------|:--------|:-------------------|:------------|:--------------|:---------------|:------------|:---------|:--------|:-------------------|:----------------|:--------------|:------------------|:--------------|:-----------------|:--------------------|:--------------|:--------------|:------------|:----------------|:----------------|:------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | 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 | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | X | | X | | X | | X | | X | | | | | | | X | | | | | X | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 9 |  |  |  |  |  | X | | X | X | X | | X | | X | | | | | | | X | | | X | | X | | | X | X | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | X | | X | X | X | X | X | | X | X | | | | | | | | X | X | | | | X | | X | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 13 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 5 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 17 |  |  |  |  |  | X | | X | | | | X | X | X | X | | | | | X | X | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 8 | 7 |  |  |  |  |  | X | X | X | X | X | | X | | X | | | | | | | X | | X | | | X | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | |
| 9 | 10 |  |  |  |  |  | X | | 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 ibuki_tsubasa/伊吹翼/이부키츠바사 (THE iDOLM@STER: Million Live!)

数据集描述

该数据集包含483张图像及其标签，主题为ibuki_tsubasa/伊吹翼/이부키츠바사 (THE iDOLM@STER: Million Live!)。图像主要特征标签包括short_hair, ahoge, blonde_hair, breasts, bangs, pink_eyes, red_eyes, medium_breasts, hair_between_eyes, brown_hair。

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开发。

数据集包列表

名称	图像数量	大小	类型	描述
raw	483	614.34 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	483	363.37 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1193	784.52 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	483	552.91 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1193	1.07 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

以下是部分标签聚类结果的示例：

示例集群

集群编号	样本数量	图像示例1	图像示例2	图像示例3	图像示例4	图像示例5	主要标签
0	5						1girl, collarbone, looking_at_viewer, simple_background, solo, white_background, blush, completely_nude, navel, nipples, pussy, :d, arms_behind_back, closed_mouth, female_pubic_hair, open_mouth, standing, upper_body
1	5						1girl, blush, looking_at_viewer, short_sleeves, solo, raglan_sleeves, simple_background, smile, upper_body, collarbone, navel, tongue_out, white_background, white_shirt, closed_mouth, midriff, yellow_shirt
2	6						1girl, blue_sky, cloud, day, looking_at_viewer, outdoors, smile, blush, navel, solo, white_bikini, ocean, open_mouth, beach, cleavage, wet
3	9						1girl, looking_at_viewer, solo, blush, cheerleader, pom_pom_(cheerleading), smile, midriff, pleated_skirt, thighhighs, navel, crop_top_overhang, miniskirt, open_mouth, short_sleeves, white_skirt, yellow_shirt, holding, jewelry, simple_background, star_(symbol), sweat, white_gloves
4	5						1girl, blush, looking_at_viewer, shirt_lift, solo, lifted_by_self, short_sleeves, upper_body, navel, simple_background, bra_lift, hair_flaps, large_breasts, nipples, sweatdrop, underboob, white_background, white_bra, white_shirt, yellow_bra, yellow_shirt
5	13						fingerless_gloves, looking_at_viewer, navel, short_sleeves, 1girl, black_gloves, hair_flaps, pleated_skirt, serafuku, white_shirt, white_skirt, yellow_cape, sailor_collar, solo, midriff, miniskirt, blush, open_mouth, smile, yellow_neckerchief, black_thighhighs, v-shaped_eyebrows, sidelocks, stomach, white_cape
6	5						1girl, choker, hair_ornament, long_sleeves, looking_at_viewer, midriff, navel, open_jacket, solo, white_jacket, blush, fishnets, cleavage, collarbone, earrings, nail_polish, pleated_skirt, see-through, thighhighs, black_skirt, checkered_clothes, crop_top, fingerless_gloves, grin, hair_flaps, large_breasts, miniskirt, mismatched_legwear, open_mouth, white_background
7	17						1boy, 1girl, blush, hetero, solo_focus, open_mouth, sweat, nipples, penis, sex, smile, vaginal, girl_on_top, completely_nude, female_pubic_hair, looking_at_viewer, navel, spread_legs, bar_censor, cowgirl_position, cum_in_pussy, heart, mosaic_censoring
8	7						blush, collarbone, large_breasts, looking_at_viewer, 1girl, cleavage, solo, upper_body, neck_bell, open_mouth, simple_background, smile, animal_ears, black_bikini, choker, cow_print, gloves, horns, navel
9	10						1girl, looking_at_viewer, solo, blush, cleavage, fake_animal_ears, playboy_bunny, rabbit_ears, simple_background, white_background, detached_collar, rabbit_tail, bare_shoulders, strapless_leotard, wrist_cuffs, large_breasts, smile, cowboy_shot, fake_tail, black_leotard, covered_navel, hair_flaps, open_mouth, pantyhose