CyberHarem/monarch_azurlane

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

# Dataset of monarch/モナーク/君主 (Azur Lane)

This is the dataset of monarch/モナーク/君主 (Azur Lane), containing 229 images and their tags.

The core tags of this character are `red_hair, breasts, long_hair, large_breasts, purple_eyes, hair_between_eyes, braid, bangs, hat, 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 | 229 | 416.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/monarch_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 229 | 205.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/monarch_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 578 | 436.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/monarch_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 229 | 352.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/monarch_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 578 | 654.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/monarch_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/monarch_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 | 11 |  |  |  |  |  | 1girl, black_gloves, black_headwear, epaulettes, miniskirt, peaked_cap, pleated_skirt, solo, white_skirt, black_thighhighs, looking_at_viewer, simple_background, military_uniform, zettai_ryouiki, black_coat, military_hat, single_hair_bun, white_background, aiguillette, blush, jacket_on_shoulders |
| 1 | 57 |  |  |  |  |  | 1girl, solo, looking_at_viewer, china_dress, black_gloves, earrings, half_gloves, short_sleeves, hair_ornament, official_alternate_costume, very_long_hair, simple_background, black_dress, holding, white_background, blush, gold_trim, crown_braid, taut_clothes, sitting, feather_boa |
| 2 | 7 |  |  |  |  |  | 1girl, black_bikini, cleavage, looking_at_viewer, navel, solo, bare_shoulders, collarbone, simple_background, standing, white_background, side-tie_bikini_bottom, sidelocks, stomach, thighs |
| 3 | 5 |  |  |  |  |  | 1girl, arms_behind_back, bare_shoulders, bondage, crown_braid, looking_at_viewer, rope, solo, cleavage, covered_navel, on_back, parted_lips, shibari_over_clothes, alternate_costume, black_gloves, covered_nipples, elbow_gloves, highleg_leotard, latex_gloves, red_leotard, restrained, strapless_leotard, white_one-piece_swimsuit |
| 4 | 5 |  |  |  |  |  | 1girl, navel, nipples, blush, spread_legs, sweat, 1boy, clitoris, collarbone, completely_nude, hetero, looking_at_viewer, on_back, open_mouth, penis, sex, solo_focus, uncensored, anus, bed_sheet, indoors, jewelry, mosaic_censoring, on_bed, pillow, pussy_juice, saliva, single_hair_bun, thighs, vaginal |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | black_headwear | epaulettes | miniskirt | peaked_cap | pleated_skirt | solo | white_skirt | black_thighhighs | looking_at_viewer | simple_background | military_uniform | zettai_ryouiki | black_coat | military_hat | single_hair_bun | white_background | aiguillette | blush | jacket_on_shoulders | china_dress | earrings | half_gloves | short_sleeves | hair_ornament | official_alternate_costume | very_long_hair | black_dress | holding | gold_trim | crown_braid | taut_clothes | sitting | feather_boa | black_bikini | cleavage | navel | bare_shoulders | collarbone | standing | side-tie_bikini_bottom | sidelocks | stomach | thighs | arms_behind_back | bondage | rope | covered_navel | on_back | parted_lips | shibari_over_clothes | alternate_costume | covered_nipples | elbow_gloves | highleg_leotard | latex_gloves | red_leotard | restrained | strapless_leotard | white_one-piece_swimsuit | nipples | spread_legs | sweat | 1boy | clitoris | completely_nude | hetero | open_mouth | penis | sex | solo_focus | uncensored | anus | bed_sheet | indoors | jewelry | mosaic_censoring | on_bed | pillow | pussy_juice | saliva | vaginal |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------------|:-------------|:------------|:-------------|:----------------|:-------|:--------------|:-------------------|:--------------------|:--------------------|:-------------------|:-----------------|:-------------|:---------------|:------------------|:-------------------|:--------------|:--------|:----------------------|:--------------|:-----------|:--------------|:----------------|:----------------|:-----------------------------|:-----------------|:--------------|:----------|:------------|:--------------|:---------------|:----------|:--------------|:---------------|:-----------|:--------|:-----------------|:-------------|:-----------|:-------------------------|:------------|:----------|:---------|:-------------------|:----------|:-------|:----------------|:----------|:--------------|:-----------------------|:--------------------|:------------------|:---------------|:------------------|:---------------|:--------------|:-------------|:--------------------|:---------------------------|:----------|:--------------|:--------|:-------|:-----------|:------------------|:---------|:-------------|:--------|:------|:-------------|:-------------|:-------|:------------|:----------|:----------|:-------------------|:---------|:---------|:--------------|:---------|:----------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 57 |  |  |  |  |  | X | X | | | | | | X | | | X | X | | | | | | X | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | | | | | | | X | | | X | X | | | | | | X | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | X | X | | | | | | X | | | X | | | | | | | | | | | | | | | | | | | | | X | | | | | X | | X | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 5 |  |  |  |  |  | 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 monarch/モナーク/君主 (Azur Lane)

数据集内容

• 图像数量: 229张
• 图像标签: 包含多个核心标签，如red_hair, breasts, long_hair, large_breasts, purple_eyes, hair_between_eyes, braid, bangs, hat, hair_bun等。

数据集来源

• 图像来源: 从多个网站爬取，包括danbooru, pixiv, zerochan等。
• 爬虫系统: 由DeepGHS Team开发。

数据集包

包列表

名称	图像数量	大小	类型	描述
raw	229	416.55 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	229	205.54 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	578	436.13 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	229	352.50 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	578	654.49 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: 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

  下载原始归档文件

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

  提取文件到目录

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

  加载数据集

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

数据集标签聚类

聚类列表

#	样本数	图像示例	主要标签
0	11	示例图像	1girl, black_gloves, black_headwear, epaulettes, miniskirt, peaked_cap, pleated_skirt, solo, white_skirt, black_thighhighs, looking_at_viewer, simple_background, military_uniform, zettai_ryouiki, black_coat, military_hat, single_hair_bun, white_background, aiguillette, blush, jacket_on_shoulders
1	57	示例图像	1girl, solo, looking_at_viewer, china_dress, black_gloves, earrings, half_gloves, short_sleeves, hair_ornament, official_alternate_costume, very_long_hair, simple_background, black_dress, holding, white_background, blush, gold_trim, crown_braid, taut_clothes, sitting, feather_boa
2	7	示例图像	1girl, black_bikini, cleavage, looking_at_viewer, navel, solo, bare_shoulders, collarbone, simple_background, standing, white_background, side-tie_bikini_bottom, sidelocks, stomach, thighs
3	5	示例图像	1girl, arms_behind_back, bare_shoulders, bondage, crown_braid, looking_at_viewer, rope, solo, cleavage, covered_navel, on_back, parted_lips, shibari_over_clothes, alternate_costume, black_gloves, covered_nipples, elbow_gloves, highleg_leotard, latex_gloves, red_leotard, restrained, strapless_leotard, white_one-piece_swimsuit
4	5	示例图像	1girl, navel, nipples, blush, spread_legs, sweat, 1boy, clitoris, collarbone, completely_nude, hetero, looking_at_viewer, on_back, open_mouth, penis, sex, solo_focus, uncensored, anus, bed_sheet, indoors, jewelry, mosaic_censoring, on_bed, pillow, pussy_juice, saliva, single_hair_bun, thighs, vaginal