CyberHarem/maki_bluearchive

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

# Dataset of maki/小塗マキ/真纪 (Blue Archive)

This is the dataset of maki/小塗マキ/真纪 (Blue Archive), containing 277 images and their tags.

The core tags of this character are `red_hair, halo, blue_eyes, hair_between_eyes, long_hair, red_halo, braid, hat, twin_braids, grey_headwear`, 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 | 277 | 463.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 277 | 381.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_bluearchive/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 710 | 800.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maki_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/maki_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 | 18 |  |  |  |  |  | 1girl, beanie, long_sleeves, official_alternate_costume, official_alternate_hairstyle, open_jacket, solo, black_pantyhose, blush, collared_shirt, looking_at_viewer, smile, grey_jacket, open_mouth, white_shirt, simple_background, white_background, brown_jacket, brown_shirt, blue_shorts, boots, brown_footwear, full_body |
| 1 | 27 |  |  |  |  |  | 1girl, beanie, official_alternate_costume, official_alternate_hairstyle, open_jacket, solo, blush, collared_shirt, long_sleeves, white_shirt, upper_body, simple_background, open_mouth, brown_jacket, smile, brown_vest, looking_at_viewer, white_background, brown_headwear, brown_shirt, grey_jacket |
| 2 | 12 |  |  |  |  |  | 1girl, ahoge, blue_necktie, collared_shirt, double_bun, long_sleeves, looking_at_viewer, pleated_skirt, short_hair, solo, white_shirt, black_jacket, blue_sweater_vest, paint_on_clothes, puffy_sleeves, sidelocks, spray_can, white_skirt, open_jacket, smile, sneakers, holding_can, black_socks, paint_splatter_on_face, graffiti, id_card, blush, sitting |
| 3 | 5 |  |  |  |  |  | 1girl, ahoge, black_jacket, blue_necktie, collared_shirt, double_bun, long_sleeves, short_hair, simple_background, solo, white_background, white_shirt, blush, cowboy_shot, hooded_jacket, looking_at_viewer, open_jacket, pleated_skirt, sidelocks, smile, white_skirt, blue_sweater_vest, closed_mouth, id_card, cropped_legs, hands_in_pockets, tongue_out |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | beanie | long_sleeves | official_alternate_costume | official_alternate_hairstyle | open_jacket | solo | black_pantyhose | blush | collared_shirt | looking_at_viewer | smile | grey_jacket | open_mouth | white_shirt | simple_background | white_background | brown_jacket | brown_shirt | blue_shorts | boots | brown_footwear | full_body | upper_body | brown_vest | brown_headwear | ahoge | blue_necktie | double_bun | pleated_skirt | short_hair | black_jacket | blue_sweater_vest | paint_on_clothes | puffy_sleeves | sidelocks | spray_can | white_skirt | sneakers | holding_can | black_socks | paint_splatter_on_face | graffiti | id_card | sitting | cowboy_shot | hooded_jacket | closed_mouth | cropped_legs | hands_in_pockets | tongue_out |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------|:---------------|:-----------------------------|:-------------------------------|:--------------|:-------|:------------------|:--------|:-----------------|:--------------------|:--------|:--------------|:-------------|:--------------|:--------------------|:-------------------|:---------------|:--------------|:--------------|:--------|:-----------------|:------------|:-------------|:-------------|:-----------------|:--------|:---------------|:-------------|:----------------|:-------------|:---------------|:--------------------|:-------------------|:----------------|:------------|:------------|:--------------|:-----------|:--------------|:--------------|:-------------------------|:-----------|:----------|:----------|:--------------|:----------------|:---------------|:---------------|:-------------------|:-------------|
| 0 | 18 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 27 |  |  |  |  |  | X | X | X | X | X | X | X | | X | 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 | 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 |

原始信息汇总

数据集概述：maki/小塗マキ/真纪 (Blue Archive)

数据集基本信息

• 名称: maki/小塗マキ/真纪 (Blue Archive)
• 包含内容: 277张图像及其标签
• 核心标签: red_hair, halo, blue_eyes, hair_between_eyes, long_hair, red_halo, braid, hat, twin_braids, grey_headwear
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包信息

名称	图像数量	大小	类型	描述
raw	277	463.44 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐至1400像素（如果更大）。
1200	277	381.06 MiB	IMG+TXT	数据集，短边不超过1200像素。
stage3-p480-1200	710	800.43 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载示例

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/maki_bluearchive, repo_type=dataset, filename=dataset-raw.zip, )

提取文件至目录

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])

数据集标签聚类结果

#	样本数	图像示例	标签
0	18	至	1girl, beanie, long_sleeves, official_alternate_costume, official_alternate_hairstyle, open_jacket, solo, black_pantyhose, blush, collared_shirt, looking_at_viewer, smile, grey_jacket, open_mouth, white_shirt, simple_background, white_background, brown_jacket, brown_shirt, blue_shorts, boots, brown_footwear, full_body
1	27	至	1girl, beanie, official_alternate_costume, official_alternate_hairstyle, open_jacket, solo, blush, collared_shirt, long_sleeves, white_shirt, upper_body, simple_background, open_mouth, brown_jacket, smile, brown_vest, looking_at_viewer, white_background, brown_headwear, brown_shirt, grey_jacket
2	12	至	1girl, ahoge, blue_necktie, collared_shirt, double_bun, long_sleeves, looking_at_viewer, pleated_skirt, short_hair, solo, white_shirt, black_jacket, blue_sweater_vest, paint_on_clothes, puffy_sleeves, sidelocks, spray_can, white_skirt, open_jacket, smile, sneakers, holding_can, black_socks, paint_splatter_on_face, graffiti, id_card, blush, sitting
3	5	至	1girl, ahoge, black_jacket, blue_necktie, collared_shirt, double_bun, long_sleeves, short_hair, simple_background, solo, white_background, white_shirt, blush, cowboy_shot, hooded_jacket, looking_at_viewer, open_jacket, pleated_skirt, sidelocks, smile, white_skirt, blue_sweater_vest, closed_mouth, id_card, cropped_legs, hands_in_pockets, tongue_out