CyberHarem/maya_azurlane

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

# Dataset of maya/摩耶/摩耶 (Azur Lane)

This is the dataset of maya/摩耶/摩耶 (Azur Lane), containing 82 images and their tags.

The core tags of this character are `animal_ears, hair_between_eyes, short_hair, white_hair, bangs, yellow_eyes, grey_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 | 82 | 84.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maya_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 82 | 54.02 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maya_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 178 | 106.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maya_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 82 | 78.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maya_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 178 | 144.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/maya_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/maya_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 | 82 |  |  |  |  |  | 1girl, solo, white_scarf, looking_at_viewer, long_sleeves, black_serafuku, pleated_skirt, black_skirt, midriff, navel, red_neckerchief, katana, shirt, sheath, holding_sword, sailor_collar, crop_top, socks |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_scarf | looking_at_viewer | long_sleeves | black_serafuku | pleated_skirt | black_skirt | midriff | navel | red_neckerchief | katana | shirt | sheath | holding_sword | sailor_collar | crop_top | socks |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:--------------------|:---------------|:-----------------|:----------------|:--------------|:----------|:--------|:------------------|:---------|:--------|:---------|:----------------|:----------------|:-----------|:--------|
| 0 | 82 |  |  |  |  |  | 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：maya/摩耶/摩耶 (Azur Lane)

基本信息

• 数据集名称：maya/摩耶/摩耶 (Azur Lane)
• 包含内容：82张图像及其标签
• 核心标签：animal_ears, hair_between_eyes, short_hair, white_hair, bangs, yellow_eyes, grey_hair
• 许可证：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集包

名称	图像数量	大小	类型	描述
raw	82	84.59 MiB	Waifuc-Raw	原始数据，包含元信息（如果较大，最小边对齐到1400像素）。
800	82	54.02 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	178	106.20 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	82	78.10 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	178	144.39 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：waifuc

• 加载代码示例： python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/maya_azurlane, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件到你的目录

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  使用waifuc加载数据集

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	82		1girl, solo, white_scarf, looking_at_viewer, long_sleeves, black_serafuku, pleated_skirt, black_skirt, midriff, navel, red_neckerchief, katana, shirt, sheath, holding_sword, sailor_collar, crop_top, socks

表格版本

#	样本数量	图像示例	1girl	solo	white_scarf	looking_at_viewer	long_sleeves	black_serafuku	pleated_skirt	black_skirt	midriff	navel	red_neckerchief	katana	shirt	sheath	holding_sword	sailor_collar	crop_top	socks
0	82		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X