CyberHarem/deutschland_azurlane

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

# Dataset of deutschland/ドイッチュラント/德意志 (Azur Lane)

This is the dataset of deutschland/ドイッチュラント/德意志 (Azur Lane), containing 349 images and their tags.

The core tags of this character are `multicolored_hair, streaked_hair, blue_eyes, black_hair, long_hair, red_hair, white_hair, breasts, bangs, very_long_hair, hat`, 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 | 349 | 511.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 349 | 279.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 867 | 611.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 349 | 450.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 867 | 877.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_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/deutschland_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 | 5 |  |  |  |  |  | 1girl, goggles_on_headwear, grin, iron_cross, looking_at_viewer, peaked_cap, solo, black_headwear, cleavage, sharp_teeth, armband, black_background, simple_background, upper_body |
| 1 | 5 |  |  |  |  |  | 1girl, goggles_on_headwear, grin, holding_gun, iron_cross, long_sleeves, solo, black_headwear, looking_at_viewer, peaked_cap, sharp_teeth, choker, armband, mechanical_hands, simple_background, thigh_strap |
| 2 | 7 |  |  |  |  |  | 1girl, goggles_on_headwear, iron_cross, lace-up_boots, long_sleeves, looking_at_viewer, platform_boots, solo, armband, crossed_legs, holding_gun, knee_boots, sharp_teeth, black_footwear, black_headwear, cleavage, simple_background, white_background, grin, peaked_cap, sitting |
| 3 | 10 |  |  |  |  |  | bare_shoulders, black_bikini, blush, hair_flower, navel, open_mouth, stomach, 1girl, :d, cleavage, looking_at_viewer, medium_breasts, side-tie_bikini_bottom, solo, sunscreen, bare_arms, holding_bottle, outdoors, black_nails, day, hibiscus, pouring_onto_self, sitting, skin_fang, beach, cloud, front-tie_bikini_top, halterneck, lotion_bottle, nail_polish, thighs, blue_sky, sand, collarbone, mole_on_body, ocean, ribbon, twintails |
| 4 | 9 |  |  |  |  |  | 1girl, black_dress, looking_at_viewer, solo, open_mouth, smile, long_sleeves, cross, earrings |
| 5 | 6 |  |  |  |  |  | 1girl, folding_fan, holding_fan, looking_at_viewer, red_dress, smile, solo, thighband_pantyhose, black_pantyhose, china_dress, hair_flower, sleeveless_dress, open_mouth, sitting, bare_shoulders, hair_between_eyes, large_breasts, medium_breasts, red_footwear, shawl |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | goggles_on_headwear | grin | iron_cross | looking_at_viewer | peaked_cap | solo | black_headwear | cleavage | sharp_teeth | armband | black_background | simple_background | upper_body | holding_gun | long_sleeves | choker | mechanical_hands | thigh_strap | lace-up_boots | platform_boots | crossed_legs | knee_boots | black_footwear | white_background | sitting | bare_shoulders | black_bikini | blush | hair_flower | navel | open_mouth | stomach | :d | medium_breasts | side-tie_bikini_bottom | sunscreen | bare_arms | holding_bottle | outdoors | black_nails | day | hibiscus | pouring_onto_self | skin_fang | beach | cloud | front-tie_bikini_top | halterneck | lotion_bottle | nail_polish | thighs | blue_sky | sand | collarbone | mole_on_body | ocean | ribbon | twintails | black_dress | smile | cross | earrings | folding_fan | holding_fan | red_dress | thighband_pantyhose | black_pantyhose | china_dress | sleeveless_dress | hair_between_eyes | large_breasts | red_footwear | shawl |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------------|:-------|:-------------|:--------------------|:-------------|:-------|:-----------------|:-----------|:--------------|:----------|:-------------------|:--------------------|:-------------|:--------------|:---------------|:---------|:-------------------|:--------------|:----------------|:-----------------|:---------------|:-------------|:-----------------|:-------------------|:----------|:-----------------|:---------------|:--------|:--------------|:--------|:-------------|:----------|:-----|:-----------------|:-------------------------|:------------|:------------|:-----------------|:-----------|:--------------|:------|:-----------|:--------------------|:------------|:--------|:--------|:-----------------------|:-------------|:----------------|:--------------|:---------|:-----------|:-------|:-------------|:---------------|:--------|:---------|:------------|:--------------|:--------|:--------|:-----------|:--------------|:--------------|:------------|:----------------------|:------------------|:--------------|:-------------------|:--------------------|:----------------|:---------------|:--------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | 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 | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 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 | 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 | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | 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: 数据集of deutschland/ドイッチュラント/德意志 (Azur Lane)
• 包含内容: 349张图像及其标签
• 核心标签: multicolored_hair, streaked_hair, blue_eyes, black_hair, long_hair, red_hair, white_hair, breasts, bangs, very_long_hair, hat
• 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

名称	图像数量	大小	类型	描述
raw	349	511.51 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐到1400像素（如果更大）
800	349	279.82 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	867	611.82 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	349	450.74 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	867	877.51 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

• 集群标签: 提供了一系列标签集群，用于进一步分析和挖掘特定服装或特征。
• 示例: 每个集群包含多个样本图像及其详细标签，用于展示数据集中的多样性和特定特征的分布。

结论

该数据集专为text-to-image任务设计，包含多种特征的图像及其详细标签，适用于艺术和特定受众的研究和应用。数据集提供多种尺寸和格式的包，方便不同需求的用户使用。