CyberHarem/brooklyn_azurlane

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

# Dataset of brooklyn/ブルックリン/布鲁克林 (Azur Lane)

This is the dataset of brooklyn/ブルックリン/布鲁克林 (Azur Lane), containing 43 images and their tags.

The core tags of this character are `breasts, long_hair, dark-skinned_female, dark_skin, blonde_hair, large_breasts, red_eyes, ahoge, bow, very_long_hair`, 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 | 43 | 42.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brooklyn_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 43 | 27.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brooklyn_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 100 | 58.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brooklyn_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 43 | 38.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brooklyn_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 100 | 73.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brooklyn_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/brooklyn_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 | 29 |  |  |  |  |  | 1girl, looking_at_viewer, solo, elbow_gloves, black_gloves, thighhighs, blush, bare_shoulders, cleavage, garter_straps, simple_background, hair_bow, smile, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | elbow_gloves | black_gloves | thighhighs | blush | bare_shoulders | cleavage | garter_straps | simple_background | hair_bow | smile | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:---------------|:---------------|:-------------|:--------|:-----------------|:-----------|:----------------|:--------------------|:-----------|:--------|:-------------------|
| 0 | 29 |  |  |  |  |  | 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 brooklyn/ブルックリン/布鲁克林 (Azur Lane)

数据集内容

• 包含43张图像及其标签。
• 核心标签包括：breasts, long_hair, dark-skinned_female, dark_skin, blonde_hair, large_breasts, red_eyes, ahoge, bow, very_long_hair。

数据集来源

• 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬虫系统由DeepGHS Team提供。

数据集版本

名称	图像数量	大小	类型	描述
raw	43	42.17 MiB	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）。
800	43	27.89 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	100	58.41 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	43	38.23 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	100	73.82 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 提供原始数据集（包括标记的图像）供waifuc加载。

数据集标签聚类

• 提供标签聚类结果，可能包含可挖掘的服装信息。

数据集标签聚类示例

#	样本数	图像示例	标签
0	29	多个示例	1girl, looking_at_viewer, solo, elbow_gloves, black_gloves, thighhighs, blush, bare_shoulders, cleavage, garter_straps, simple_background, hair_bow, smile, white_background