CyberHarem/flandre_azurlane

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

# Dataset of flandre/フランドル/弗兰德尔 (Azur Lane)

This is the dataset of flandre/フランドル/弗兰德尔 (Azur Lane), containing 42 images and their tags.

The core tags of this character are `long_hair, bangs, white_hair, twintails, purple_eyes, breasts, hat, small_breasts, bow, ribbon, grey_eyes, low_twintails`, 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 | 42 | 83.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flandre_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 42 | 37.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flandre_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 110 | 87.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flandre_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 42 | 68.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flandre_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 110 | 139.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/flandre_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/flandre_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_thighhighs, garter_straps, long_sleeves, looking_at_viewer, solo, white_leotard, blush, grey_hair, thighs, closed_mouth, hair_ornament, smile, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_thighhighs | garter_straps | long_sleeves | looking_at_viewer | solo | white_leotard | blush | grey_hair | thighs | closed_mouth | hair_ornament | smile | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:----------------|:---------------|:--------------------|:-------|:----------------|:--------|:------------|:---------|:---------------|:----------------|:--------|:-------------------|
| 0 | 6 |  |  |  |  |  | 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

数据集信息

• 名称: 弗兰德尔 (Azur Lane) 数据集
• 包含内容: 42张图片及其标签
• 核心标签:
  • long_hair
  • bangs
  • white_hair
  • twintails
  • purple_eyes
  • breasts
  • hat
  • small_breasts
  • bow
  • ribbon
  • grey_eyes
  • low_twintails

数据集包列表

名称	图片数量	大小	类型	描述
raw	42	83.12 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	42	37.51 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	110	87.91 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	42	68.94 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	110	139.22 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	6						1girl, black_thighhighs, garter_straps, long_sleeves, looking_at_viewer, solo, white_leotard, blush, grey_hair, thighs, closed_mouth, hair_ornament, smile, white_background

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	black_thighhighs	garter_straps	long_sleeves	looking_at_viewer	solo	white_leotard	blush	grey_hair	thighs	closed_mouth	hair_ornament	smile	white_background
0	6						X	X	X	X	X	X	X	X	X	X	X	X	X	X