CyberHarem/kirino_bluearchive

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

# Dataset of kirino/中務キリノ/桐乃 (Blue Archive)

This is the dataset of kirino/中務キリノ/桐乃 (Blue Archive), containing 136 images and their tags.

The core tags of this character are `white_hair, halo, long_hair, twin_braids, braid, blue_eyes, twintails, ahoge, blue_halo, hat, swept_bangs, police_hat, hair_ornament, hair_between_eyes, breasts, hairclip`, 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 | 136 | 169.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kirino_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 136 | 145.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kirino_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 322 | 301.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kirino_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/kirino_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 | 9 |  |  |  |  |  | grey_dress, looking_at_viewer, open_mouth, policewoman, salute, smile, white_gloves, white_jacket, 1girl, police_badge, simple_background, purple_necktie, solo, white_belt, armband, black_pantyhose, chest_harness, purple_halo, shoulder_boards, blue_necktie, gun, purple_pantyhose, teeth, white_background, blush, cropped_jacket, holding |
| 1 | 12 |  |  |  |  |  | white_gloves, white_jacket, black_pantyhose, grey_dress, open_mouth, white_background, policewoman, simple_background, purple_necktie, purple_halo, 1girl, armband, belt, 2girls, blue_hair, blue_necktie, blush, solo_focus, sweatdrop, white_footwear, boots |
| 2 | 8 |  |  |  |  |  | 1girl, navel, blush, looking_at_viewer, side-tie_bikini_bottom, solo, blue_bikini, simple_background, stomach, open_mouth, white_background, cowboy_shot, holding, medium_breasts, small_breasts, alternate_costume, collarbone, halterneck, handcuffs, smile, very_long_hair |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | grey_dress | looking_at_viewer | open_mouth | policewoman | salute | smile | white_gloves | white_jacket | 1girl | police_badge | simple_background | purple_necktie | solo | white_belt | armband | black_pantyhose | chest_harness | purple_halo | shoulder_boards | blue_necktie | gun | purple_pantyhose | teeth | white_background | blush | cropped_jacket | holding | belt | 2girls | blue_hair | solo_focus | sweatdrop | white_footwear | boots | navel | side-tie_bikini_bottom | blue_bikini | stomach | cowboy_shot | medium_breasts | small_breasts | alternate_costume | collarbone | halterneck | handcuffs | very_long_hair |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:--------------------|:-------------|:--------------|:---------|:--------|:---------------|:---------------|:--------|:---------------|:--------------------|:-----------------|:-------|:-------------|:----------|:------------------|:----------------|:--------------|:------------------|:---------------|:------|:-------------------|:--------|:-------------------|:--------|:-----------------|:----------|:-------|:---------|:------------|:-------------|:------------|:-----------------|:--------|:--------|:-------------------------|:--------------|:----------|:--------------|:-----------------|:----------------|:--------------------|:-------------|:-------------|:------------|:-----------------|
| 0 | 9 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | |
| 1 | 12 |  |  |  |  |  | X | | X | X | | | X | X | X | | X | X | | | X | X | | X | | X | | | | X | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | | 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 kirino/中務キリノ/桐乃 (Blue Archive)

数据集内容

• 包含内容: 136张图像及其标签。
• 核心标签: white_hair, halo, long_hair, twin_braids, braid, blue_eyes, twintails, ahoge, blue_halo, hat, swept_bangs, police_hat, hair_ornament, hair_between_eyes, breasts, hairclip。

数据集来源

• 图像来源: 从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 爬虫系统: 由DeepGHS Team提供。

数据集版本与下载

原始数据

• 名称: raw
• 图像数量: 136
• 大小: 169.89 MiB
• 下载链接: 下载
• 类型: Waifuc-Raw
• 描述: 包含元信息的原始数据，最小边对齐至1400像素（如果更大）。

1200像素版本

• 名称: 1200
• 图像数量: 136
• 大小: 145.77 MiB
• 下载链接: 下载
• 类型: IMG+TXT
• 描述: 短边不超过1200像素的数据集。

阶段3-p480-1200版本

• 名称: stage3-p480-1200
• 图像数量: 322
• 大小: 301.93 MiB
• 下载链接: 下载
• 类型: IMG+TXT
• 描述: 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。

• 加载代码示例: 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/kirino_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])

标签集群列表

集群示例

#	样本数	图像示例	标签
0	9		grey_dress, looking_at_viewer, open_mouth, policewoman, salute, smile, white_gloves, white_jacket, 1girl, police_badge, simple_background, purple_necktie, solo, white_belt, armband, black_pantyhose, chest_harness, purple_halo, shoulder_boards, blue_necktie, gun, purple_pantyhose, teeth, white_background, blush, cropped_jacket, holding
1	12		white_gloves, white_jacket, black_pantyhose, grey_dress, open_mouth, white_background, policewoman, simple_background, purple_necktie, purple_halo, 1girl, armband, belt, 2girls, blue_hair, blue_necktie, blush, solo_focus, sweatdrop, white_footwear, boots
2	8		1girl, navel, blush, looking_at_viewer, side-tie_bikini_bottom, solo, blue_bikini, simple_background, stomach, open_mouth, white_background, cowboy_shot, holding, medium_breasts, small_breasts, alternate_costume, collarbone, halterneck, handcuffs, smile, very_long_hair