CyberHarem/dunkerque_azurlane

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

# Dataset of dunkerque/ダンケルク/敦刻尔克 (Azur Lane)

This is the dataset of dunkerque/ダンケルク/敦刻尔克 (Azur Lane), containing 303 images and their tags.

The core tags of this character are `long_hair, breasts, grey_hair, large_breasts, hair_ornament, bangs, butterfly_hair_ornament, red_eyes, sidelocks, ponytail`, 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 | 303 | 470.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dunkerque_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 303 | 244.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dunkerque_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 783 | 561.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dunkerque_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 303 | 405.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dunkerque_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 783 | 814.93 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dunkerque_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/dunkerque_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 | 26 |  |  |  |  |  | looking_at_viewer, 1girl, cleavage, dress, solo, thighhighs, long_sleeves, holding_sword, black_gloves, thigh_boots, simple_background, white_hair |
| 1 | 6 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, solo, white_background, dress, simple_background, upper_body |
| 2 | 8 |  |  |  |  |  | 1girl, black_headwear, eyewear_on_head, hat, looking_at_viewer, simple_background, solo, sunglasses, tinted_eyewear, white_background, white_dress, white_jacket, cleavage, pink_eyes, short_dress, long_sleeves, necklace, open_jacket, full_body, official_alternate_costume, shoes, smile, standing, blush, drill_hair, handbag, high_heels, holding, thighs |
| 3 | 11 |  |  |  |  |  | 1girl, cleavage, collarbone, looking_at_viewer, purple_bikini, solo, front-tie_bikini_top, flower, hairband, navel, blush, crown_braid, see-through, black_choker, official_alternate_costume, thighs, sitting |
| 4 | 9 |  |  |  |  |  | 1girl, cleavage, front-tie_bikini_top, looking_at_viewer, outdoors, see-through, solo, blue_sky, braid, choker, day, ocean, purple_bikini, beach, hairband, cloud, blush, collarbone, flower, navel, pink_eyes, side-tie_bikini_bottom, sitting |
| 5 | 5 |  |  |  |  |  | 1girl, doughnut, hairband, looking_at_viewer, navel, purple_bikini, solo, braid, choker, cleavage, eating, flip-flops, flower, front-tie_bikini_top, full_body, holding_food, on_side, pink_eyes, see-through, side-tie_bikini_bottom, straw_hat, thighs, adapted_costume, bag, ass, beach_towel, official_alternate_costume, seashell, starfish, sun_hat |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | looking_at_viewer | 1girl | cleavage | dress | solo | thighhighs | long_sleeves | holding_sword | black_gloves | thigh_boots | simple_background | white_hair | white_background | upper_body | black_headwear | eyewear_on_head | hat | sunglasses | tinted_eyewear | white_dress | white_jacket | pink_eyes | short_dress | necklace | open_jacket | full_body | official_alternate_costume | shoes | smile | standing | blush | drill_hair | handbag | high_heels | holding | thighs | collarbone | purple_bikini | front-tie_bikini_top | flower | hairband | navel | crown_braid | see-through | black_choker | sitting | outdoors | blue_sky | braid | choker | day | ocean | beach | cloud | side-tie_bikini_bottom | doughnut | eating | flip-flops | holding_food | on_side | straw_hat | adapted_costume | bag | ass | beach_towel | seashell | starfish | sun_hat |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------|:--------|:-----------|:--------|:-------|:-------------|:---------------|:----------------|:---------------|:--------------|:--------------------|:-------------|:-------------------|:-------------|:-----------------|:------------------|:------|:-------------|:-----------------|:--------------|:---------------|:------------|:--------------|:-----------|:--------------|:------------|:-----------------------------|:--------|:--------|:-----------|:--------|:-------------|:----------|:-------------|:----------|:---------|:-------------|:----------------|:-----------------------|:---------|:-----------|:--------|:--------------|:--------------|:---------------|:----------|:-----------|:-----------|:--------|:---------|:------|:--------|:--------|:--------|:-------------------------|:-----------|:---------|:-------------|:---------------|:----------|:------------|:------------------|:------|:------|:--------------|:-----------|:-----------|:----------|
| 0 | 26 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | X | X | X | X | | | | | | X | | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 11 |  |  |  |  |  | X | X | X | | X | | | | | | | | | | | | | | | | | | | | | | X | | | | X | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 9 |  |  |  |  |  | X | X | X | | X | | | | | | | | | | | | | | | | | X | | | | | | | | | X | | | | | | X | X | X | X | X | X | | X | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 5 | 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

基本信息

• 名称: dunkerque/ダンケルク/敦刻尔克 (Azur Lane)
• 包含内容: 303张图像及其标签
• 核心标签: long_hair, breasts, grey_hair, large_breasts, hair_ornament, bangs, butterfly_hair_ornament, red_eyes, sidelocks, ponytail
• 许可: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包列表

名称	图像数量	大小	类型	描述
raw	303	470.64 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐至1400像素（如果更大）
800	303	244.61 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	783	561.41 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	303	405.21 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	783	814.93 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

加载原始数据集

• 工具: waifuc
• 加载方法: 使用提供的Python代码下载并解压数据集，然后通过waifuc加载。

集群列表

• 集群描述: 提供了标签聚类结果，可能包含可挖掘的服装信息。
• 集群示例:
  • 集群0: 26个样本，包含looking_at_viewer, 1girl, cleavage等标签。
  • 集群1: 6个样本，包含1girl, cleavage, looking_at_viewer等标签。
  • 集群2: 8个样本，包含1girl, black_headwear, eyewear_on_head等标签。
  • 集群3: 11个样本，包含1girl, cleavage, collarbone等标签。
  • 集群4: 9个样本，包含1girl, cleavage, front-tie_bikini_top等标签。
  • 集群5: 5个样本，包含1girl, doughnut, hairband等标签。