CyberHarem/marco_polo_azurlane

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

# Dataset of marco_polo/マルコ・ポーロ/马可·波罗 (Azur Lane)

This is the dataset of marco_polo/マルコ・ポーロ/马可·波罗 (Azur Lane), containing 76 images and their tags.

The core tags of this character are `breasts, long_hair, red_eyes, blue_hair, large_breasts, black_headwear`, 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 | 76 | 135.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 76 | 64.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 201 | 144.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 76 | 112.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 201 | 219.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_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/marco_polo_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 |  |  |  |  |  | 1girl, black_dress, black_pantyhose, looking_at_viewer, mismatched_gloves, solo, black_gloves, bodystocking, holding_staff, simple_background, white_gloves, black_footwear, center_opening, scepter, cleavage_cutout, elbow_gloves, high_heels, puffy_sleeves, full_body, mole, sitting, white_background, black_cape, very_long_hair |
| 1 | 16 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_gloves, underboob_cutout, black_footwear, black_pantyhose, full_body, black_dress, bodystocking, boots, maid_headdress, tongue_out, cross, high_heels, official_alternate_costume, bridal_garter, forked_tongue, long_sleeves, platform_footwear, playing_card |
| 2 | 6 |  |  |  |  |  | 1girl, bangs, looking_at_viewer, outdoors, solo, day, tongue_out, bare_shoulders, black_bikini, blue_sky, cleavage, navel, side-tie_bikini_bottom, ahoge, arm_up, beach, blush, cloud, facial_mark, ocean, open_clothes, open_mouth, sitting, smile, string_bikini, wet |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_dress | black_pantyhose | looking_at_viewer | mismatched_gloves | solo | black_gloves | bodystocking | holding_staff | simple_background | white_gloves | black_footwear | center_opening | scepter | cleavage_cutout | elbow_gloves | high_heels | puffy_sleeves | full_body | mole | sitting | white_background | black_cape | very_long_hair | underboob_cutout | boots | maid_headdress | tongue_out | cross | official_alternate_costume | bridal_garter | forked_tongue | long_sleeves | platform_footwear | playing_card | bangs | outdoors | day | bare_shoulders | black_bikini | blue_sky | cleavage | navel | side-tie_bikini_bottom | ahoge | arm_up | beach | blush | cloud | facial_mark | ocean | open_clothes | open_mouth | smile | string_bikini | wet |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:------------------|:--------------------|:--------------------|:-------|:---------------|:---------------|:----------------|:--------------------|:---------------|:-----------------|:-----------------|:----------|:------------------|:---------------|:-------------|:----------------|:------------|:-------|:----------|:-------------------|:-------------|:-----------------|:-------------------|:--------|:-----------------|:-------------|:--------|:-----------------------------|:----------------|:----------------|:---------------|:--------------------|:---------------|:--------|:-----------|:------|:-----------------|:---------------|:-----------|:-----------|:--------|:-------------------------|:--------|:---------|:--------|:--------|:--------|:--------------|:--------|:---------------|:-------------|:--------|:----------------|:------|
| 0 | 10 |  |  |  |  |  | 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 | 16 |  |  |  |  |  | X | X | X | X | | X | X | X | | | | X | | | | | X | | X | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 2 | 6 |  |  |  |  |  | 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

• 名称: marco_polo/マルコ・ポーロ/马可·波罗 (Azur Lane)

数据集内容

• 描述: 包含76张图像及其标签。
• 核心标签: breasts, long_hair, red_eyes, blue_hair, large_breasts, black_headwear

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬虫系统: 由DeepGHS Team提供技术支持。

数据集版本与下载

原始数据

• 名称: raw
• 图像数量: 76
• 大小: 135.62 MiB
• 下载链接: raw数据集下载
• 类型: Waifuc-Raw
• 描述: 包含元信息的原始数据，最小边对齐至1400像素（如果更大）。

800像素版本

• 名称: 800
• 图像数量: 76
• 大小: 64.81 MiB
• 下载链接: 800像素数据集下载
• 类型: IMG+TXT
• 描述: 短边不超过800像素的图像数据集。

阶段3-p480-800版本

• 名称: stage3-p480-800
• 图像数量: 201
• 大小: 144.84 MiB
• 下载链接: 阶段3-p480-800数据集下载
• 类型: IMG+TXT
• 描述: 区域不小于480x480像素的三阶段裁剪数据集。

1200像素版本

• 名称: 1200
• 图像数量: 76
• 大小: 112.90 MiB
• 下载链接: 1200像素数据集下载
• 类型: IMG+TXT
• 描述: 短边不超过1200像素的图像数据集。

阶段3-p480-1200版本

• 名称: stage3-p480-1200
• 图像数量: 201
• 大小: 219.52 MiB
• 下载链接: 阶段3-p480-1200数据集下载
• 类型: IMG+TXT
• 描述: 区域不小于480x480像素的三阶段裁剪数据集。

数据集使用

• 加载工具: 使用waifuc加载原始数据集。

• 加载代码示例: 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/marco_polo_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])

数据集标签集群

集群列表

#	样本数	图像1	图像2	图像3	图像4	图像5	标签
0	10	样本链接	样本链接	样本链接	样本链接	样本链接	1girl, black_dress, black_pantyhose, looking_at_viewer, mismatched_gloves, solo, black_gloves, bodystocking, holding_staff, simple_background, white_gloves, black_footwear, center_opening, scepter, cleavage_cutout, elbow_gloves, high_heels, puffy_sleeves, full_body, mole, sitting, white_background, black_cape, very_long_hair
1	16	样本链接	样本链接	样本链接	样本链接	样本链接	1girl, looking_at_viewer, solo, black_gloves, underboob_cutout, black_footwear, black_pantyhose, full_body, black_dress, bodystocking, boots, maid_headdress, tongue_out, cross, high_heels, official_alternate_costume, bridal_garter, forked_tongue, long_sleeves, platform_footwear, playing_card
2	6	样本链接	样本链接	样本链接	样本链接	样本链接	1girl, bangs, looking_at_viewer, outdoors, solo, day, tongue_out, bare_shoulders, black_bikini, blue_sky, cleavage, navel, side-tie_bikini_bottom, ahoge, arm_up, beach, blush, cloud, facial_mark, ocean, open_clothes, open_mouth, sitting, smile, string_bikini, wet