CyberHarem/hardy_azurlane

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

# Dataset of hardy/ハーディ/勇敢 (Azur Lane)

This is the dataset of hardy/ハーディ/勇敢 (Azur Lane), containing 22 images and their tags.

The core tags of this character are `blonde_hair, hat, blue_eyes, short_hair, ribbon, bangs, braid, hair_bun`, 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 | 22 | 27.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hardy_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 22 | 16.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hardy_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 54 | 35.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hardy_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 22 | 24.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hardy_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 54 | 48.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hardy_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/hardy_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 | 10 |  |  |  |  |  | white_gloves, 1girl, cape, solo, rapier, epaulettes, looking_at_viewer, holding_sword, simple_background, boots, uniform, white_background, full_body, open_mouth, pleated_skirt, saber_(weapon), smile, torpedo_tubes, white_skirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | white_gloves | 1girl | cape | solo | rapier | epaulettes | looking_at_viewer | holding_sword | simple_background | boots | uniform | white_background | full_body | open_mouth | pleated_skirt | saber_(weapon) | smile | torpedo_tubes | white_skirt |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------|:--------|:-------|:-------|:---------|:-------------|:--------------------|:----------------|:--------------------|:--------|:----------|:-------------------|:------------|:-------------|:----------------|:-----------------|:--------|:----------------|:--------------|
| 0 | 10 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of hardy/ハーディ/勇敢 (Azur Lane)
• 描述: 包含22张图片及其标签的数据集，主要角色标签为blonde_hair, hat, blue_eyes, short_hair, ribbon, bangs, braid, hair_bun。
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据包列表

名称	图片数量	大小	类型	描述
raw	22	27.64 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	22	16.02 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	54	35.57 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	22	24.96 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	54	48.97 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

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	10						white_gloves, 1girl, cape, solo, rapier, epaulettes, looking_at_viewer, holding_sword, simple_background, boots, uniform, white_background, full_body, open_mouth, pleated_skirt, saber_(weapon), smile, torpedo_tubes, white_skirt

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	white_gloves	1girl	cape	solo	rapier	epaulettes	looking_at_viewer	holding_sword	simple_background	boots	uniform	white_background	full_body	open_mouth	pleated_skirt	saber_(weapon)	smile	torpedo_tubes	white_skirt
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X