CyberHarem/bataan_azurlane

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

# Dataset of bataan/バターン/巴丹 (Azur Lane)

This is the dataset of bataan/バターン/巴丹 (Azur Lane), containing 76 images and their tags.

The core tags of this character are `blonde_hair, short_hair, blue_eyes, bangs, breasts, hair_between_eyes, ahoge`, 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 | 76 | 86.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 76 | 50.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 187 | 114.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 76 | 78.44 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 187 | 156.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_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/bataan_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 | 5 |  |  |  |  |  | 1girl, blush, looking_at_viewer, midriff, navel, solo, stomach, crop_top, medium_breasts, open_mouth, simple_background, white_background, white_shirt, barefoot, short_shorts, thighs, :d, alternate_costume, long_sleeves, lying, pants, short_sleeves, white_shorts |
| 1 | 21 |  |  |  |  |  | 1girl, red_necktie, jacket, solo, blush, looking_at_viewer, pantyhose, smile, white_shirt, white_background, collared_shirt, white_gloves, white_shorts, open_mouth, open_clothes, simple_background |
| 2 | 18 |  |  |  |  |  | 1girl, solo, looking_at_viewer, blush, long_sleeves, collarbone, hood_up, open_mouth, cat_hood, hoodie, fake_animal_ears, pajamas, tail, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | looking_at_viewer | midriff | navel | solo | stomach | crop_top | medium_breasts | open_mouth | simple_background | white_background | white_shirt | barefoot | short_shorts | thighs | :d | alternate_costume | long_sleeves | lying | pants | short_sleeves | white_shorts | red_necktie | jacket | pantyhose | smile | collared_shirt | white_gloves | open_clothes | collarbone | hood_up | cat_hood | hoodie | fake_animal_ears | pajamas | tail |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:----------|:--------|:-------|:----------|:-----------|:-----------------|:-------------|:--------------------|:-------------------|:--------------|:-----------|:---------------|:---------|:-----|:--------------------|:---------------|:--------|:--------|:----------------|:---------------|:--------------|:---------|:------------|:--------|:-----------------|:---------------|:---------------|:-------------|:----------|:-----------|:---------|:-------------------|:----------|:-------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 1 | 21 |  |  |  |  |  | X | X | X | | | X | | | | X | X | X | X | | | | | | | | | | X | X | X | X | X | X | X | X | | | | | | | |
| 2 | 18 |  |  |  |  |  | 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

基本信息

• 名称: bataan/バターン/巴丹 (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

• 描述: 包含76张图像及其标签，主要标签包括blonde_hair, short_hair, blue_eyes, bangs, breasts, hair_between_eyes, ahoge。
• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等，由DeepGHS Team提供技术支持。

数据集包

名称	图像数量	大小	类型	描述
raw	76	86.02 MiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素。
800	76	50.96 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	187	114.68 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	76	78.44 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	187	156.89 MiB	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: 提供Python代码用于下载和提取数据集，并使用waifuc加载。

标签聚类结果

• 描述: 提供标签聚类结果，可能包含可挖掘的服装信息。
• 示例: 列出不同集群的样本图像及其标签。