CyberHarem/bearn_azurlane

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

# Dataset of bearn/ベアルン/贝亚恩 (Azur Lane)

This is the dataset of bearn/ベアルン/贝亚恩 (Azur Lane), containing 13 images and their tags.

The core tags of this character are `bangs, breasts, small_breasts, multicolored_hair, short_hair, horns, black_hair, glasses, grey_hair, blunt_bangs, grey_eyes, purple_hair, streaked_hair, two-tone_hair, blue_eyes, hairband`, 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 | 13 | 14.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bearn_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 13 | 8.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bearn_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 23 | 14.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bearn_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 13 | 12.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bearn_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 23 | 20.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bearn_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/bearn_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, monocle, bare_shoulders, holding, simple_background, black_gloves, blush, closed_mouth, covered_navel, long_sleeves, thighhighs, dress, full_body, jacket, off_shoulder, swimsuit, thigh_boots, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | monocle | bare_shoulders | holding | simple_background | black_gloves | blush | closed_mouth | covered_navel | long_sleeves | thighhighs | dress | full_body | jacket | off_shoulder | swimsuit | thigh_boots | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:----------|:-----------------|:----------|:--------------------|:---------------|:--------|:---------------|:----------------|:---------------|:-------------|:--------|:------------|:---------|:---------------|:-----------|:--------------|:-------------------|
| 0 | 13 |  |  |  |  |  | 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 bearn/ベアルン/贝亚恩 (Azur Lane)

数据集描述

该数据集包含13张图像及其标签，主题为Azur Lane中的角色bearn/ベアルン/贝亚恩。

核心标签

• bangs
• breasts
• small_breasts
• multicolored_hair
• short_hair
• horns
• black_hair
• glasses
• grey_hair
• blunt_bangs
• grey_eyes
• purple_hair
• streaked_hair
• two-tone_hair
• blue_eyes
• hairband

数据集包列表

名称	图像数量	大小	类型	描述
raw	13	14.55 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	13	8.59 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	23	14.77 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	13	12.46 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	23	20.87 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	13						1girl, looking_at_viewer, solo, monocle, bare_shoulders, holding, simple_background, black_gloves, blush, closed_mouth, covered_navel, long_sleeves, thighhighs, dress, full_body, jacket, off_shoulder, swimsuit, thigh_boots, white_background

表格版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	looking_at_viewer	solo	monocle	bare_shoulders	holding	simple_background	black_gloves	blush	closed_mouth	covered_navel	long_sleeves	thighhighs	dress	full_body	jacket	off_shoulder	swimsuit	thigh_boots	white_background
0	13						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X