CyberHarem/akatsuki_azurlane

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

# Dataset of akatsuki/暁/晓 (Azur Lane)

This is the dataset of akatsuki/暁/晓 (Azur Lane), containing 17 images and their tags.

The core tags of this character are `black_hair, long_hair, ponytail, bangs, red_eyes, hair_between_eyes, breasts, eyepatch, high_ponytail, horns`, 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 | 17 | 13.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 17 | 10.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 40 | 19.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 17 | 12.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 40 | 22.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akatsuki_azurlane/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/akatsuki_azurlane',
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 | 13 |  |  |  |  |  | 1girl, looking_at_viewer, solo, mask, scarf, simple_background, white_background, elbow_gloves, fingerless_gloves, full_body, midriff, ninja, weapon |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | mask | scarf | simple_background | white_background | elbow_gloves | fingerless_gloves | full_body | midriff | ninja | weapon |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------|:--------|:--------------------|:-------------------|:---------------|:--------------------|:------------|:----------|:--------|:---------|
| 0 | 13 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X |

This is the dataset of akatsuki/暁/晓 (Azur Lane), containing 17 images and their tags. The tags detail the characters features, such as black hair, long hair, ponytail, bangs, red eyes, etc. The dataset offers multiple versions for download, each with images of different sizes and processing methods. Additionally, the dataset includes tag clustering results, which may help in mining different outfits of the character.

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of akatsuki/暁/晓 (Azur Lane)
• 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: 17张
• 核心标签: black_hair, long_hair, ponytail, bangs, red_eyes, hair_between_eyes, breasts, eyepatch, high_ponytail, horns
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据集包列表

名称	图像数量	大小	类型	描述
raw	17	13.39 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	17	10.79 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	40	19.30 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	17	12.87 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	40	22.53 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: 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/akatsuki_azurlane, 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

原始文本版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	13						1girl, looking_at_viewer, solo, mask, scarf, simple_background, white_background, elbow_gloves, fingerless_gloves, full_body, midriff, ninja, weapon

表格版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	looking_at_viewer	solo	mask	scarf	simple_background	white_background	elbow_gloves	fingerless_gloves	full_body	midriff	ninja	weapon
0	13						X	X	X	X	X	X	X	X	X	X	X	X	X