CyberHarem/kronshtadt_azurlane

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

# Dataset of kronshtadt/クロンシュタット/喀琅施塔得 (Azur Lane)

This is the dataset of kronshtadt/クロンシュタット/喀琅施塔得 (Azur Lane), containing 90 images and their tags.

The core tags of this character are `blue_eyes, breasts, long_hair, large_breasts, blonde_hair, very_long_hair, bangs, mole, mole_on_breast, parted_bangs`, 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 | 90 | 177.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kronshtadt_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 90 | 81.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kronshtadt_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 231 | 173.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kronshtadt_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 90 | 146.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kronshtadt_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 231 | 269.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kronshtadt_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/kronshtadt_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 | 6 |  |  |  |  |  | 1girl, black_bra, black_choker, black_panties, black_pantyhose, cleavage, collarbone, elbow_gloves, looking_at_viewer, solo, bare_shoulders, simple_background, white_background, blush, hair_ribbon, huge_breasts, panties_under_pantyhose, thighs, anchor_choker, covered_navel, hair_flower, lace_bra, lingerie, low_twintails, parted_lips |
| 1 | 17 |  |  |  |  |  | 1girl, cleavage, solo, white_dress, black_gloves, elbow_gloves, black_bra, black_choker, bra_peek, looking_at_viewer, black_pantyhose, hair_flower, standing, fur-trimmed_coat, white_coat, sword, white_flower, closed_mouth, collarbone, holding, simple_background |
| 2 | 24 |  |  |  |  |  | black_bra, 1girl, black_gloves, open_shirt, solo, white_shirt, cleavage, black_skirt, long_sleeves, looking_at_viewer, pencil_skirt, black_pantyhose, collared_shirt, official_alternate_costume, high-waist_skirt, miniskirt, black_belt, collarbone, handcuffs, standing, black_choker, thigh_strap, puffy_sleeves, holding, black_footwear, blush, closed_mouth, dress_shirt, headphones, megaphone, sidelocks, simple_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_bra | black_choker | black_panties | black_pantyhose | cleavage | collarbone | elbow_gloves | looking_at_viewer | solo | bare_shoulders | simple_background | white_background | blush | hair_ribbon | huge_breasts | panties_under_pantyhose | thighs | anchor_choker | covered_navel | hair_flower | lace_bra | lingerie | low_twintails | parted_lips | white_dress | black_gloves | bra_peek | standing | fur-trimmed_coat | white_coat | sword | white_flower | closed_mouth | holding | open_shirt | white_shirt | black_skirt | long_sleeves | pencil_skirt | collared_shirt | official_alternate_costume | high-waist_skirt | miniskirt | black_belt | handcuffs | thigh_strap | puffy_sleeves | black_footwear | dress_shirt | headphones | megaphone | sidelocks |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:---------------|:----------------|:------------------|:-----------|:-------------|:---------------|:--------------------|:-------|:-----------------|:--------------------|:-------------------|:--------|:--------------|:---------------|:--------------------------|:---------|:----------------|:----------------|:--------------|:-----------|:-----------|:----------------|:--------------|:--------------|:---------------|:-----------|:-----------|:-------------------|:-------------|:--------|:---------------|:---------------|:----------|:-------------|:--------------|:--------------|:---------------|:---------------|:-----------------|:-----------------------------|:-------------------|:------------|:-------------|:------------|:--------------|:----------------|:-----------------|:--------------|:-------------|:------------|:------------|
| 0 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 17 |  |  |  |  |  | X | X | X | | X | X | X | X | X | X | | X | | | | | | | | | X | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | |
| 2 | 24 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述：kronshtadt/クロンシュタット/喀琅施塔得 (Azur Lane)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适用于所有观众
• 大小类别: 小于1K

数据集内容

• 包含内容: 90张图像及其标签
• 核心标签: blue_eyes, breasts, long_hair, large_breasts, blonde_hair, very_long_hair, bangs, mole, mole_on_breast, parted_bangs

数据集包列表

名称	图像数量	大小	类型	描述
raw	90	177.11 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	90	81.99 MiB	IMG+TXT	短边不超过800像素的图像数据集
stage3-p480-800	231	173.74 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	90	146.31 MiB	IMG+TXT	短边不超过1200像素的图像数据集
stage3-p480-1200	231	269.28 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载示例

• 使用工具: 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/kronshtadt_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)

  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])

数据集标签聚类列表

示例标签

• 集群0: 1girl, black_bra, black_choker, black_panties, black_pantyhose, cleavage, collarbone, elbow_gloves, looking_at_viewer, solo, bare_shoulders, simple_background, white_background, blush, hair_ribbon, huge_breasts, panties_under_pantyhose, thighs, anchor_choker, covered_navel, hair_flower, lace_bra, lingerie, low_twintails, parted_lips
• 集群1: 1girl, cleavage, solo, white_dress, black_gloves, elbow_gloves, black_bra, black_choker, bra_peek, looking_at_viewer, black_pantyhose, hair_flower, standing, fur-trimmed_coat, white_coat, sword, white_flower, closed_mouth, collarbone, holding, simple_background
• 集群2: black_bra, 1girl, black_gloves, open_shirt, solo, white_shirt, cleavage, black_skirt, long_sleeves, looking_at_viewer, pencil_skirt, black_pantyhose, collared_shirt, official_alternate_costume, high-waist_skirt, miniskirt, black_belt, collarbone, handcuffs, standing, black_choker, thigh_strap, puffy_sleeves, holding, black_footwear, blush, closed_mouth, dress_shirt, headphones, megaphone, sidelocks, simple_background