CyberHarem/oosaki_tenka_theidolmstershinycolors

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

# Dataset of oosaki_tenka/大崎甜花 (THE iDOLM@STER: SHINY COLORS)

This is the dataset of oosaki_tenka/大崎甜花 (THE iDOLM@STER: SHINY COLORS), containing 500 images and their tags.

The core tags of this character are `long_hair, brown_hair, bangs, yellow_eyes, hair_between_eyes, breasts`, 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 | 962.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/oosaki_tenka_theidolmstershinycolors/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 467.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/oosaki_tenka_theidolmstershinycolors/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1308 | 1.04 GiB | [Download](https://huggingface.co/datasets/CyberHarem/oosaki_tenka_theidolmstershinycolors/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 802.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/oosaki_tenka_theidolmstershinycolors/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1308 | 1.66 GiB | [Download](https://huggingface.co/datasets/CyberHarem/oosaki_tenka_theidolmstershinycolors/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/oosaki_tenka_theidolmstershinycolors',
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, bare_shoulders, blush, collarbone, hairband, looking_at_viewer, sleeveless_dress, solo, black_choker, frilled_dress, horns, white_dress, wrist_cuffs, closed_mouth, wings, bow, brown_eyes, hair_ribbon, holding, simple_background, smile, white_background |
| 1 | 11 |  |  |  |  |  | 1girl, blush, looking_at_viewer, solo, smile, white_gloves, frilled_dress, open_mouth, simple_background, white_background, hair_bow, short_sleeves, upper_body, hair_ornament, purple_dress, side_ponytail |
| 2 | 14 |  |  |  |  |  | 1girl, bare_shoulders, solo, gloves, looking_at_viewer, earrings, blush, beret, collarbone, simple_background, choker, cosmetics, lipstick, purple_dress, shoulder_cutout, upper_body, wavy_hair, white_background |
| 3 | 7 |  |  |  |  |  | 1girl, blush, collared_shirt, long_sleeves, looking_at_viewer, school_uniform, very_long_hair, white_shirt, brown_eyes, pleated_skirt, solo, brown_sweater, diagonal_stripes, plaid_skirt, sleeves_past_wrists, white_background, closed_mouth, simple_background, smile, black_skirt, diagonal-striped_necktie, sitting |
| 4 | 7 |  |  |  |  |  | 1girl, blush, long_sleeves, looking_at_viewer, plaid_skirt, pleated_skirt, school_uniform, necktie, open_mouth, smile, solo, miniskirt, simple_background, white_background, black_skirt, brown_sweater, cowboy_shot, shirt |
| 5 | 5 |  |  |  |  |  | 2girls, blush, long_sleeves, looking_at_viewer, pleated_skirt, school_uniform, plaid_skirt, sisters, twins, open_mouth, simple_background, smile, solo_focus, white_background, white_shirt, black_skirt, brown_eyes, brown_sweater, diagonal_stripes, red_hair, striped_necktie |
| 6 | 6 |  |  |  |  |  | 1girl, black_hoodie, blush, long_sleeves, looking_at_viewer, solo, horns, sitting, blanket, brown_eyes, closed_mouth, drawstring |
| 7 | 6 |  |  |  |  |  | 1girl, blush, looking_at_viewer, hair_ornament, long_sleeves, obi, side_ponytail, solo, :d, blurry_background, depth_of_field, floral_print, open_mouth, print_kimono, sidelocks, wide_sleeves, white_kimono, yukata |
| 8 | 25 |  |  |  |  |  | blush, looking_at_viewer, 1girl, solo, medium_breasts, navel, collarbone, outdoors, cleavage, day, ocean, thighs, blue_sky, open_mouth, cloud, beach, blurry, side-tie_bikini_bottom, wet, bare_shoulders, stomach |
| 9 | 5 |  |  |  |  |  | beret, blush, looking_at_viewer, smile, brown_eyes, sailor_collar, white_dress, white_headwear, 1girl, closed_mouth, holding_hands, pink_bow, puffy_short_sleeves, solo_focus, 2girls, collarbone, sailor_dress, simple_background, very_long_hair, white_background, white_shirt |
| 10 | 5 |  |  |  |  |  | 1girl, blush, cleavage, collarbone, navel, open_mouth, underwear_only, indoors, lace-trimmed_bra, solo, stomach, bow_panties, large_breasts, looking_at_viewer, medium_breasts, mirror, reflection, thighs, white_bra, white_panties, :d, bare_shoulders, bow_bra, lace-trimmed_panties, pink_bra, pink_panties, red_hair, sitting, swept_bangs |
| 11 | 10 |  |  |  |  |  | 1girl, looking_at_viewer, hairclip, solo, long_sleeves, off_shoulder, sitting, blush, holding, shorts, chair, choker, open_clothes, purple_jacket, brown_eyes, can, controller, headphones_around_neck, indoors, open_mouth, scrunchie, socks, thighs, white_shirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | blush | collarbone | hairband | looking_at_viewer | sleeveless_dress | solo | black_choker | frilled_dress | horns | white_dress | wrist_cuffs | closed_mouth | wings | bow | brown_eyes | hair_ribbon | holding | simple_background | smile | white_background | white_gloves | open_mouth | hair_bow | short_sleeves | upper_body | hair_ornament | purple_dress | side_ponytail | gloves | earrings | beret | choker | cosmetics | lipstick | shoulder_cutout | wavy_hair | collared_shirt | long_sleeves | school_uniform | very_long_hair | white_shirt | pleated_skirt | brown_sweater | diagonal_stripes | plaid_skirt | sleeves_past_wrists | black_skirt | diagonal-striped_necktie | sitting | necktie | miniskirt | cowboy_shot | shirt | 2girls | sisters | twins | solo_focus | red_hair | striped_necktie | black_hoodie | blanket | drawstring | obi | :d | blurry_background | depth_of_field | floral_print | print_kimono | sidelocks | wide_sleeves | white_kimono | yukata | medium_breasts | navel | outdoors | cleavage | day | ocean | thighs | blue_sky | cloud | beach | blurry | side-tie_bikini_bottom | wet | stomach | sailor_collar | white_headwear | holding_hands | pink_bow | puffy_short_sleeves | sailor_dress | underwear_only | indoors | lace-trimmed_bra | bow_panties | large_breasts | mirror | reflection | white_bra | white_panties | bow_bra | lace-trimmed_panties | pink_bra | pink_panties | swept_bangs | hairclip | off_shoulder | shorts | chair | open_clothes | purple_jacket | can | controller | headphones_around_neck | scrunchie | socks |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:--------|:-------------|:-----------|:--------------------|:-------------------|:-------|:---------------|:----------------|:--------|:--------------|:--------------|:---------------|:--------|:------|:-------------|:--------------|:----------|:--------------------|:--------|:-------------------|:---------------|:-------------|:-----------|:----------------|:-------------|:----------------|:---------------|:----------------|:---------|:-----------|:--------|:---------|:------------|:-----------|:------------------|:------------|:-----------------|:---------------|:-----------------|:-----------------|:--------------|:----------------|:----------------|:-------------------|:--------------|:----------------------|:--------------|:---------------------------|:----------|:----------|:------------|:--------------|:--------|:---------|:----------|:--------|:-------------|:-----------|:------------------|:---------------|:----------|:-------------|:------|:-----|:--------------------|:-----------------|:---------------|:---------------|:------------|:---------------|:---------------|:---------|:-----------------|:--------|:-----------|:-----------|:------|:--------|:---------|:-----------|:--------|:--------|:---------|:-------------------------|:------|:----------|:----------------|:-----------------|:----------------|:-----------|:----------------------|:---------------|:-----------------|:----------|:-------------------|:--------------|:----------------|:---------|:-------------|:------------|:----------------|:----------|:-----------------------|:-----------|:---------------|:--------------|:-----------|:---------------|:---------|:--------|:---------------|:----------------|:------|:-------------|:-------------------------|:------------|:--------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | X | | X | | | X | | X | | X | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 14 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 7 |  |  |  |  |  | X | | X | | | X | | X | | | | | | | | | | | | 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 | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 6 | 6 |  |  |  |  |  | X | | X | | | X | | X | | | X | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | X | | | | | | | | | | | X | | | | | | | | | | | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 7 | 6 |  |  |  |  |  | X | | X | | | X | | X | | | | | | | | | | | | | | | | X | | | | X | | X | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 8 | 25 |  |  |  |  |  | X | X | X | X | | X | | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 9 | 5 |  |  |  |  |  | X | | X | X | | X | | | | | | X | | X | | | X | | | X | X | X | | | | | | | | | | | X | | | | | | | | | X | X | | | | | | | | | | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 10 | 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 | | | | | | | | | | | |
| 11 | 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

数据集基本信息

• 名称: Dataset of oosaki_tenka/大崎甜花 (THE iDOLM@STER: SHINY COLORS)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 500张
• 核心标签: long_hair, brown_hair, bangs, yellow_eyes, hair_between_eyes, breasts
• 来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取

数据集包列表

名称	图像数量	大小	类型	描述
raw	500	962.26 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	467.52 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	1308	1.04 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	500	802.34 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	1308	1.66 GiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 使用工具: waifuc

• 加载代码: 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/oosaki_tenka_theidolmstershinycolors, 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

• 示例:

  #	样本数量	图像1	图像2	图像3	图像4	图像5	标签
  0	5						1girl, bare_shoulders, blush, collarbone, hairband, looking_at_viewer, sleeveless_dress, solo, black_choker, frilled_dress, horns, white_dress, wrist_cuffs, closed_mouth, wings, bow, brown_eyes, hair_ribbon, holding, simple_background, smile, white_background
  1	11						1girl, blush, looking_at_viewer, solo, smile, white_gloves, frilled_dress, open_mouth, simple_background, white_background, hair_bow, short_sleeves, upper_body, hair_ornament, purple_dress, side_ponytail
  2	14						1girl, bare_shoulders, solo, gloves, looking_at_viewer, earrings, blush, beret, collarbone, simple_background, choker, cosmetics, lipstick, purple_dress, shoulder_cutout, upper_body, wavy_hair, white_background
  3	7						1girl, blush, collared_shirt, long_sleeves, looking_at_viewer, school_uniform, very_long_hair, white_shirt, brown_eyes, pleated_skirt, solo, brown_sweater, diagonal_stripes, plaid_skirt, sleeves_past_wrists, white_background, closed_mouth, simple_background, smile, black_skirt, diagonal-striped_necktie, sitting
  4	7						1girl, blush, long_sleeves, looking_at_viewer, plaid_skirt, pleated_skirt, school_uniform, necktie, open_mouth, smile, solo, miniskirt, simple_background, white_background, black_skirt, brown_sweater, cowboy_shot, shirt
  5	5						2girls, blush, long_sleeves, looking_at_viewer, pleated_skirt, school_uniform, plaid_skirt, sisters, twins, open_mouth, simple_background, smile, solo_focus, white_background, white_shirt, black_skirt, brown_eyes, brown_sweater, diagonal_stripes, red_hair, striped_necktie
  6	6						1girl, black_hoodie, blush, long_sleeves, looking_at_viewer, solo, horns, sitting, blanket, brown_eyes, closed_mouth, drawstring
  7	6						1girl, blush, looking_at_viewer, hair_ornament, long_sleeves, obi, side_ponytail, solo, :d, blurry_background, depth_of_field, floral_print, open_mouth, print_kimono, sidelocks, wide_sleeves, white_kimono, yukata
  8	25						blush, looking_at_viewer, 1girl, solo, medium_breasts, navel, collarbone, outdoors, cleavage, day, ocean, thighs, blue_sky, open_mouth, cloud, beach, blurry, side-tie_bikini_bottom, wet, bare_shoulders, stomach
  9	5						beret, blush, looking_at_viewer, smile, brown_eyes, sailor_collar, white_dress, white_headwear, 1girl, closed_mouth, holding_hands, pink_bow, puffy_short_sleeves, solo_focus, 2girls, collarbone, sailor_dress, simple_background, very_long_hair, white_background, white_shirt
  10	5						1girl, blush, cleavage, collarbone, navel, open_mouth, underwear_only, indoors, lace-trimmed_bra, solo, stomach, bow_panties, large_breasts, looking_at_viewer, medium_breasts, mirror, reflection, thighs, white_bra, white_panties, :d, bare_shoulders, bow_bra, lace-trimmed_panties, pink_bra, pink_panties, red_hair, sitting, swept_bangs
  11	10						1girl, looking_at_viewer, hairclip, solo, long_sleeves, off_shoulder, sitting, blush, holding, shorts, chair, choker, open_clothes, purple_jacket, brown_eyes, can, controller, headphones_around_neck, indoors, open_mouth, scrunchie, socks, thighs, white_shirt