CyberHarem/boise_azurlane

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

# Dataset of boise/ボイシ/博伊西 (Azur Lane)

This is the dataset of boise/ボイシ/博伊西 (Azur Lane), containing 59 images and their tags.

The core tags of this character are `long_hair, breasts, yellow_eyes, blue_hair, animal_ears, rabbit_ears, large_breasts, fake_animal_ears, braid, mechanical_ears, very_long_hair, 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 | 59 | 117.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/boise_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 59 | 55.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/boise_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 143 | 119.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/boise_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 59 | 96.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/boise_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 143 | 190.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/boise_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/boise_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 | 10 |  |  |  |  |  | 1girl, black_leotard, black_pantyhose, looking_at_viewer, official_alternate_costume, playboy_bunny, solo, bodystocking, detached_sleeves, thighband_pantyhose, white_background, black_sleeves, blush, simple_background, necktie_between_breasts, covered_navel, holding_hair, bare_shoulders, covering_mouth, detached_collar, sitting, strapless_leotard |
| 1 | 5 |  |  |  |  |  | 1girl, black_footwear, black_leotard, black_pantyhose, bodystocking, detached_sleeves, holding_hair, looking_at_viewer, official_alternate_costume, playboy_bunny, solo, bare_shoulders, high_heels, sitting, black_sleeves, blush, long_sleeves, medium_breasts, strapless, chair, couch, covered_mouth, covered_navel, from_above, full_body, microphone_stand, speaker, thighband_pantyhose, white_background |
| 2 | 12 |  |  |  |  |  | 1girl, solo, looking_at_viewer, covered_navel, blue_gloves, covered_mouth, garter_straps, mask, white_thighhighs, blush, bodystocking, bodysuit, dress, hair_between_eyes, light_blue_hair, see-through, skindentation |
| 3 | 5 |  |  |  |  |  | 1girl, looking_at_viewer, solo, bare_shoulders, black_thighhighs, china_dress, covered_navel, folding_fan, hair_flower, holding_fan, official_alternate_costume, black_gloves, cleavage_cutout, earrings, elbow_gloves, fingerless_gloves, red_dress, black_dress, black_footwear, bridal_gauntlets, brown_thighhighs, full_body, high_heels, sitting, standing, thighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_leotard | black_pantyhose | looking_at_viewer | official_alternate_costume | playboy_bunny | solo | bodystocking | detached_sleeves | thighband_pantyhose | white_background | black_sleeves | blush | simple_background | necktie_between_breasts | covered_navel | holding_hair | bare_shoulders | covering_mouth | detached_collar | sitting | strapless_leotard | black_footwear | high_heels | long_sleeves | medium_breasts | strapless | chair | couch | covered_mouth | from_above | full_body | microphone_stand | speaker | blue_gloves | garter_straps | mask | white_thighhighs | bodysuit | dress | hair_between_eyes | light_blue_hair | see-through | skindentation | black_thighhighs | china_dress | folding_fan | hair_flower | holding_fan | black_gloves | cleavage_cutout | earrings | elbow_gloves | fingerless_gloves | red_dress | black_dress | bridal_gauntlets | brown_thighhighs | standing | thighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:------------------|:--------------------|:-----------------------------|:----------------|:-------|:---------------|:-------------------|:----------------------|:-------------------|:----------------|:--------|:--------------------|:--------------------------|:----------------|:---------------|:-----------------|:-----------------|:------------------|:----------|:--------------------|:-----------------|:-------------|:---------------|:-----------------|:------------|:--------|:--------|:----------------|:-------------|:------------|:-------------------|:----------|:--------------|:----------------|:-------|:-------------------|:-----------|:--------|:--------------------|:------------------|:--------------|:----------------|:-------------------|:--------------|:--------------|:--------------|:--------------|:---------------|:------------------|:-----------|:---------------|:--------------------|:------------|:--------------|:-------------------|:-------------------|:-----------|:---------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | 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 | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 12 |  |  |  |  |  | X | | | X | | | X | X | | | | | X | | | X | | | | | | | | | | | | | | X | | | | | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 3 | 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 |

原始信息汇总

数据集概述：boise/ボイシ/博伊西 (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, 不适合所有观众
• 大小类别: 小于1K

数据集内容

• 包含内容: 59张图像及其标签
• 核心标签: 长头发, 胸部, 黄眼睛, 蓝头发, 动物耳朵, 兔子耳朵, 大胸部, 假动物耳朵, 辫子, 机械耳朵, 非常长的头发, 刘海

数据集下载

不同版本的包

名称	图像数量	大小	下载链接	类型	描述
raw	59	117.48 MiB	下载	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	59	55.79 MiB	下载	IMG+TXT	数据集，短边不超过800像素。
stage3-p480-800	143	119.13 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	59	96.33 MiB	下载	IMG+TXT	数据集，短边不超过1200像素。
stage3-p480-1200	143	190.68 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 加载原始数据集: 提供用于waifuc加载的原始数据集。使用以下Python代码加载数据集：

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/boise_azurlane, repo_type=dataset, filename=dataset-raw.zip, )

提取文件到你的目录

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

标签聚类结果

#	样本数量	标签
0	10	1girl, black_leotard, black_pantyhose, looking_at_viewer, official_alternate_costume, playboy_bunny, solo, bodystocking, detached_sleeves, thighband_pantyhose, white_background, black_sleeves, blush, simple_background, necktie_between_breasts, covered_navel, holding_hair, bare_shoulders, covering_mouth, detached_collar, sitting, strapless_leotard
1	5	1girl, black_footwear, black_leotard, black_pantyhose, bodystocking, detached_sleeves, holding_hair, looking_at_viewer, official_alternate_costume, playboy_bunny, solo, bare_shoulders, high_heels, sitting, black_sleeves, blush, long_sleeves, medium_breasts, strapless, chair, couch, covered_mouth, covered_navel, from_above, full_body, microphone_stand, speaker, thighband_pantyhose, white_background
2	12	1girl, solo, looking_at_viewer, covered_navel, blue_gloves, covered_mouth, garter_straps, mask, white_thighhighs, blush, bodystocking, bodysuit, dress, hair_between_eyes, light_blue_hair, see-through, skindentation
3	5	1girl, looking_at_viewer, solo, bare_shoulders, black_thighhighs, china_dress, covered_navel, folding_fan, hair_flower, holding_fan, official_alternate_costume, black_gloves, cleavage_cutout, earrings, elbow_gloves, fingerless_gloves, red_dress, black_dress, black_footwear, bridal_gauntlets, brown_thighhighs, full_body, high_heels, sitting, standing, thighs