CyberHarem/hobby_azurlane

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

# Dataset of hobby/ホビー/霍比 (Azur Lane)

This is the dataset of hobby/ホビー/霍比 (Azur Lane), containing 54 images and their tags.

The core tags of this character are `long_hair, ribbon, bangs, hairband, hair_ribbon, very_long_hair, bow, red_eyes, black_hairband, purple_eyes, breasts, pink_hair, black_ribbon, animal_ears`, 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 | 54 | 46.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 54 | 32.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 126 | 68.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 54 | 43.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 126 | 87.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_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/hobby_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 |  |  |  |  |  | white_shirt, 1girl, blush, collared_shirt, looking_at_viewer, pleated_skirt, smile, solo, black_choker, grey_skirt, pink_hairband, black_thighhighs, earrings, short_sleeves, collarbone, dress_shirt, tongue_out, white_background, open_mouth, pink_ribbon, school_uniform, garter_straps, one_eye_closed, bangle, closed_mouth, jacket, school_bag, simple_background, sleeves_rolled_up, torpedo |
| 1 | 23 |  |  |  |  |  | looking_at_viewer, 1girl, blush, solo, bare_shoulders, white_shirt, black_skirt, detached_sleeves, midriff, navel, sleeveless_shirt, smile, collared_shirt, long_sleeves, wide_sleeves, pink_thighhighs, pleated_skirt, suspenders, open_jacket, sleeves_past_fingers, white_background, black_jacket, crop_top, simple_background, belt_buckle, black_footwear, boots, closed_mouth, pink_belt, tongue_out, black_bow, heart, off_shoulder, open_mouth |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | white_shirt | 1girl | blush | collared_shirt | looking_at_viewer | pleated_skirt | smile | solo | black_choker | grey_skirt | pink_hairband | black_thighhighs | earrings | short_sleeves | collarbone | dress_shirt | tongue_out | white_background | open_mouth | pink_ribbon | school_uniform | garter_straps | one_eye_closed | bangle | closed_mouth | jacket | school_bag | simple_background | sleeves_rolled_up | torpedo | bare_shoulders | black_skirt | detached_sleeves | midriff | navel | sleeveless_shirt | long_sleeves | wide_sleeves | pink_thighhighs | suspenders | open_jacket | sleeves_past_fingers | black_jacket | crop_top | belt_buckle | black_footwear | boots | pink_belt | black_bow | heart | off_shoulder |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------|:--------|:--------|:-----------------|:--------------------|:----------------|:--------|:-------|:---------------|:-------------|:----------------|:-------------------|:-----------|:----------------|:-------------|:--------------|:-------------|:-------------------|:-------------|:--------------|:-----------------|:----------------|:-----------------|:---------|:---------------|:---------|:-------------|:--------------------|:--------------------|:----------|:-----------------|:--------------|:-------------------|:----------|:--------|:-------------------|:---------------|:---------------|:------------------|:-------------|:--------------|:-----------------------|:---------------|:-----------|:--------------|:-----------------|:--------|:------------|:------------|:--------|:---------------|
| 0 | 13 |  |  |  |  |  | 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 | X | X | | | | | | | | | | | | | | | | | | | | | |
| 1 | 23 |  |  |  |  |  | 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 | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集名称

• Dataset of hobby/ホビー/霍比 (Azur Lane)

数据集内容

• 包含54张图像及其标签。
• 核心标签包括：long_hair, ribbon, bangs, hairband, hair_ribbon, very_long_hair, bow, red_eyes, black_hairband, purple_eyes, breasts, pink_hair, black_ribbon, animal_ears。

数据集来源

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

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	54	46.28 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）。
800	54	32.38 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	126	68.74 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	54	43.41 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	126	87.20 MiB	下载	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。

标签聚类结果

• 提供标签聚类结果，可能包含可挖掘的服装信息。

数据集详细信息

标签聚类列表

#	样本数	图像示例	标签
0	13	至	white_shirt, 1girl, blush, collared_shirt, looking_at_viewer, pleated_skirt, smile, solo, black_choker, grey_skirt, pink_hairband, black_thighhighs, earrings, short_sleeves, collarbone, dress_shirt, tongue_out, white_background, open_mouth, pink_ribbon, school_uniform, garter_straps, one_eye_closed, bangle, closed_mouth, jacket, school_bag, simple_background, sleeves_rolled_up, torpedo
1	23	至	looking_at_viewer, 1girl, blush, solo, bare_shoulders, white_shirt, black_skirt, detached_sleeves, midriff, navel, sleeveless_shirt, smile, collared_shirt, long_sleeves, wide_sleeves, pink_thighhighs, pleated_skirt, suspenders, open_jacket, sleeves_past_fingers, white_background, black_jacket, crop_top, simple_background, belt_buckle, black_footwear, boots, closed_mouth, pink_belt, tongue_out, black_bow, heart, off_shoulder, open_mouth