CyberHarem/yuzu_bluearchive

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

# Dataset of yuzu/花岡ユズ/柚子 (Blue Archive)

This is the dataset of yuzu/花岡ユズ/柚子 (Blue Archive), containing 500 images and their tags.

The core tags of this character are `red_hair, long_hair, halo, bow, hair_bow, very_long_hair, braid, yellow_halo, white_bow, purple_eyes, blue_eyes`, 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 | 778.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuzu_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 500 | 653.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yuzu_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1291 | 1.32 GiB | [Download](https://huggingface.co/datasets/CyberHarem/yuzu_bluearchive/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/yuzu_bluearchive',
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 | 6 |  |  |  |  |  | 2girls, white_jacket, blush, forehead, long_sleeves, solo_focus, black_hair, indoors |
| 1 | 28 |  |  |  |  |  | 1girl, solo, white_jacket, forehead, blush, long_sleeves, simple_background, looking_at_viewer, white_background, upper_body, closed_mouth, one_side_up, hooded_jacket |
| 2 | 12 |  |  |  |  |  | 1girl, bare_legs, long_sleeves, solo, white_jacket, blush, forehead, simple_background, toes, white_background, looking_at_viewer, sitting, barefoot, feet, hooded_jacket, closed_mouth, full_body, holding |
| 3 | 5 |  |  |  |  |  | 1girl, black_skirt, blue_necktie, forehead, long_sleeves, open_jacket, pleated_skirt, solo, white_jacket, white_shirt, blush, closed_mouth, collared_shirt, full_body, looking_at_viewer, nintendo_switch, one_side_up, sandals, simple_background, toes, white_background, bare_legs, feet, holding_handheld_game_console, barefoot, off_shoulder, on_back, sitting, slippers, white_footwear |
| 4 | 8 |  |  |  |  |  | sisters, blonde_hair, forehead, white_jacket, blush, long_sleeves, 3girls, cat_ear_headphones, 2girls, twins, black_hair, open_mouth, sitting, solo_focus |
| 5 | 8 |  |  |  |  |  | 1boy, 1girl, blush, hetero, solo_focus, nipples, completely_nude, loli, navel, penis, small_breasts, forehead, open_mouth, spread_legs, sweat, bar_censor, cum_in_pussy, after_sex, after_vaginal, flat_chest, lying, pillow |
| 6 | 14 |  |  |  |  |  | 1girl, black_dress, blush, forehead, frilled_apron, maid_apron, maid_headdress, official_alternate_costume, puffy_short_sleeves, solo, white_apron, looking_at_viewer, ponytail, simple_background, white_background, blue_bowtie, closed_mouth, hair_ribbon |
| 7 | 15 |  |  |  |  |  | 1girl, black_dress, forehead, frilled_apron, holding, looking_at_viewer, maid_apron, maid_headdress, official_alternate_costume, ponytail, puffy_short_sleeves, solo, white_apron, blush, duster, blue_bowtie, simple_background, white_background, black_footwear, full_body, frilled_dress, open_mouth, ribbon, shoes, standing, closed_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 2girls | white_jacket | blush | forehead | long_sleeves | solo_focus | black_hair | indoors | 1girl | solo | simple_background | looking_at_viewer | white_background | upper_body | closed_mouth | one_side_up | hooded_jacket | bare_legs | toes | sitting | barefoot | feet | full_body | holding | black_skirt | blue_necktie | open_jacket | pleated_skirt | white_shirt | collared_shirt | nintendo_switch | sandals | holding_handheld_game_console | off_shoulder | on_back | slippers | white_footwear | sisters | blonde_hair | 3girls | cat_ear_headphones | twins | open_mouth | 1boy | hetero | nipples | completely_nude | loli | navel | penis | small_breasts | spread_legs | sweat | bar_censor | cum_in_pussy | after_sex | after_vaginal | flat_chest | lying | pillow | black_dress | frilled_apron | maid_apron | maid_headdress | official_alternate_costume | puffy_short_sleeves | white_apron | ponytail | blue_bowtie | hair_ribbon | duster | black_footwear | frilled_dress | ribbon | shoes | standing |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------|:---------------|:--------|:-----------|:---------------|:-------------|:-------------|:----------|:--------|:-------|:--------------------|:--------------------|:-------------------|:-------------|:---------------|:--------------|:----------------|:------------|:-------|:----------|:-----------|:-------|:------------|:----------|:--------------|:---------------|:--------------|:----------------|:--------------|:-----------------|:------------------|:----------|:--------------------------------|:---------------|:----------|:-----------|:-----------------|:----------|:--------------|:---------|:---------------------|:--------|:-------------|:-------|:---------|:----------|:------------------|:-------|:--------|:--------|:----------------|:--------------|:--------|:-------------|:---------------|:------------|:----------------|:-------------|:--------|:---------|:--------------|:----------------|:-------------|:-----------------|:-----------------------------|:----------------------|:--------------|:-----------|:--------------|:--------------|:---------|:-----------------|:----------------|:---------|:--------|:-----------|
| 0 | 6 |  |  |  |  |  | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 28 |  |  |  |  |  | | X | X | X | X | | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 12 |  |  |  |  |  | | X | X | X | X | | | | X | X | X | X | X | | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 8 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 14 |  |  |  |  |  | | | X | X | | | | | X | X | X | X | X | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 7 | 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 |

原始信息汇总

数据集概述：yuzu/花岡ユズ/柚子 (Blue Archive)

数据集基本信息

• 名称: yuzu/花岡ユズ/柚子 (Blue Archive)
• 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

• 描述: 包含500张图像及其标签，主要标签包括red_hair, long_hair, halo, bow, hair_bow, very_long_hair, braid, yellow_halo, white_bow, purple_eyes, blue_eyes。
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等，由DeepGHS Team的自动爬虫系统收集。

数据集分包

包名	图像数量	大小	下载链接	类型	描述
raw	500	778.44 MiB	下载	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）。
1200	500	653.02 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据集。
stage3-p480-1200	1291	1.32 GiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: 使用waifuc加载原始数据集。

• 加载代码示例: python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始存档文件

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

  提取文件到目录

  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])

数据集标签聚类

• 聚类结果: 提供了标签聚类的结果列表，可能包含可挖掘的服装信息。
• 示例:
  • 聚类0: 包含6个样本，主要标签包括2girls, white_jacket, blush, forehead, long_sleeves, solo_focus, black_hair, indoors。
  • 聚类1: 包含28个样本，主要标签包括1girl, solo, white_jacket, forehead, blush, long_sleeves, simple_background, looking_at_viewer, white_background, upper_body, closed_mouth, one_side_up, hooded_jacket。
  • 聚类2: 包含12个样本，主要标签包括1girl, bare_legs, long_sleeves, solo, white_jacket, blush, forehead, simple_background, toes, white_background, looking_at_viewer, sitting, barefoot, feet, hooded_jacket, closed_mouth, full_body, holding。
  • 聚类3: 包含5个样本，主要标签包括1girl, black_skirt, blue_necktie, forehead, long_sleeves, open_jacket, pleated_skirt, solo, white_jacket, white_shirt, blush, closed_mouth, collared_shirt, full_body, looking_at_viewer, nintendo_switch, one_side_up, sandals, simple_background, toes, white_background, bare_legs, feet, holding_handheld_game_console, barefoot, off_shoulder, on_back, sitting, slippers, white_footwear。
  • 聚类4: 包含8个样本，主要标签包括sisters, blonde_hair, forehead, white_jacket, blush, long_sleeves, 3girls, cat_ear_headphones, 2girls, twins, black_hair, open_mouth, sitting, solo_focus。
  • 聚类5: 包含8个样本，主要标签包括1boy, 1girl, blush, hetero, solo_focus, nipples, completely_nude, loli, navel, penis, small_breasts, forehead, open_mouth, spread_legs, sweat, bar_censor, cum_in_pussy, after_sex, after_vaginal, flat_chest, lying, pillow。
  • 聚类6: 包含14个样本，主要标签包括1girl, black_dress, blush, forehead, frilled_apron, maid_apron, maid_headdress, official_alternate_costume, puffy_short_sleeves, solo, white_apron, looking_at_viewer, ponytail, simple_background, white_background, blue_bowtie, closed_mouth, hair_ribbon。
  • 聚类7: 包含15个样本，主要标签包括1girl, black_dress, forehead, frilled_apron, holding, looking_at_viewer, maid_apron, maid_headdress, official_alternate_costume, ponytail, puffy_short_sleeves, solo, white_apron, blush, duster, blue_bowtie, simple_background, white_background, black_footwear, full_body, frilled_dress, open_mouth, ribbon, shoes, standing, closed_mouth。