CyberHarem/vanguard_azurlane

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

# Dataset of vanguard/ヴァンガード/前卫 (Azur Lane)

This is the dataset of vanguard/ヴァンガード/前卫 (Azur Lane), containing 53 images and their tags.

The core tags of this character are `long_hair, blonde_hair, blue_eyes, breasts, 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 | 53 | 89.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 53 | 44.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 122 | 89.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 53 | 74.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 122 | 132.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_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/vanguard_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, black_gloves, looking_at_viewer, solo, white_dress, simple_background, upper_body, white_background, braid, closed_mouth, medium_breasts, official_alternate_costume, smile |
| 1 | 5 |  |  |  |  |  | 1girl, black_gloves, holding_sword, solo, white_cape, white_dress, white_thighhighs, black_footwear, closed_mouth, full_body, high_heels, long_sleeves, looking_at_viewer, smile, hair_ribbon, rigging, sheath, turret, aiguillette, black_choker, rapier |
| 2 | 11 |  |  |  |  |  | 1girl, black_gloves, looking_at_viewer, official_alternate_costume, solo, white_dress, sleeveless_dress, black_pantyhose, high_heels, sitting, black_footwear, elbow_gloves, full_body, key, white_background, white_flower, brown_pantyhose, simple_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_gloves | looking_at_viewer | solo | white_dress | simple_background | upper_body | white_background | braid | closed_mouth | medium_breasts | official_alternate_costume | smile | holding_sword | white_cape | white_thighhighs | black_footwear | full_body | high_heels | long_sleeves | hair_ribbon | rigging | sheath | turret | aiguillette | black_choker | rapier | sleeveless_dress | black_pantyhose | sitting | elbow_gloves | key | white_flower | brown_pantyhose |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:--------------|:--------------------|:-------------|:-------------------|:--------|:---------------|:-----------------|:-----------------------------|:--------|:----------------|:-------------|:-------------------|:-----------------|:------------|:-------------|:---------------|:--------------|:----------|:---------|:---------|:--------------|:---------------|:---------|:-------------------|:------------------|:----------|:---------------|:------|:---------------|:------------------|
| 0 | 5 |  |  |  |  |  | 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 | X | X | X | X | X | | | | | | | |
| 2 | 11 |  |  |  |  |  | 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 vanguard/ヴァンガード/前卫 (Azur Lane)

数据集内容

• 图像数量: 53张
• 核心标签: long_hair, blonde_hair, blue_eyes, breasts, bangs
• 图像来源: 多个网站，如danbooru, pixiv, zerochan等
• 图像采集系统: 由DeepGHS Team提供

数据集版本

名称	图像数量	大小	类型	描述
raw	53	89.28 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	53	44.23 MiB	IMG+TXT	短边不超过800像素的图像数据
stage3-p480-800	122	89.52 MiB	IMG+TXT	三阶段裁剪数据，区域不小于480x480像素
1200	53	74.18 MiB	IMG+TXT	短边不超过1200像素的图像数据
stage3-p480-1200	122	132.62 MiB	IMG+TXT	三阶段裁剪数据，区域不小于480x480像素

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

  zip_file = hf_hub_download(repo_id=CyberHarem/vanguard_azurlane, repo_type=dataset, filename=dataset-raw.zip) dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir) source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

数据集标签集群

#	样本数	标签
0	5	1girl, black_gloves, looking_at_viewer, solo, white_dress, simple_background, upper_body, white_background, braid, closed_mouth, medium_breasts, official_alternate_costume, smile
1	5	1girl, black_gloves, holding_sword, solo, white_cape, white_dress, white_thighhighs, black_footwear, closed_mouth, full_body, high_heels, long_sleeves, looking_at_viewer, smile, hair_ribbon, rigging, sheath, turret, aiguillette, black_choker, rapier
2	11	1girl, black_gloves, looking_at_viewer, official_alternate_costume, solo, white_dress, sleeveless_dress, black_pantyhose, high_heels, sitting, black_footwear, elbow_gloves, full_body, key, white_background, white_flower, brown_pantyhose, simple_background