CyberHarem/constellation_azurlane

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

# Dataset of constellation/コンステレーション/星座 (Azur Lane)

This is the dataset of constellation/コンステレーション/星座 (Azur Lane), containing 15 images and their tags.

The core tags of this character are `long_hair, blue_hair, breasts, large_breasts, very_long_hair, animal_ears, hair_between_eyes, blue_eyes, bangs, fake_animal_ears, purple_eyes, rabbit_ears`, 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 | 15 | 23.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/constellation_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 15 | 11.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/constellation_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 37 | 24.18 MiB | [Download](https://huggingface.co/datasets/CyberHarem/constellation_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 15 | 20.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/constellation_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 37 | 35.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/constellation_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/constellation_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 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, playboy_bunny, solo, wrist_cuffs, bare_shoulders, thigh_strap, white_leotard, white_pantyhose, cleavage, detached_collar, official_alternate_costume, strapless_leotard, full_body, navel_cutout, simple_background, smile, blush, bowtie, closed_mouth, highleg_leotard, holding, light_blue_hair, sitting, standing |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, halo, looking_at_viewer, solo, white_dress, full_body, no_shoes, sideboob, elbow_gloves, from_side, simple_background, white_background, ass, blush, cleavage, feet, knee_up, legs, light_blue_hair, parted_lips, sitting, stirrup_legwear, toes, white_gloves, white_thighhighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | playboy_bunny | solo | wrist_cuffs | bare_shoulders | thigh_strap | white_leotard | white_pantyhose | cleavage | detached_collar | official_alternate_costume | strapless_leotard | full_body | navel_cutout | simple_background | smile | blush | bowtie | closed_mouth | highleg_leotard | holding | light_blue_hair | sitting | standing | halo | white_dress | no_shoes | sideboob | elbow_gloves | from_side | white_background | ass | feet | knee_up | legs | parted_lips | stirrup_legwear | toes | white_gloves | white_thighhighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:----------------|:-------|:--------------|:-----------------|:--------------|:----------------|:------------------|:-----------|:------------------|:-----------------------------|:--------------------|:------------|:---------------|:--------------------|:--------|:--------|:---------|:---------------|:------------------|:----------|:------------------|:----------|:-----------|:-------|:--------------|:-----------|:-----------|:---------------|:------------|:-------------------|:------|:-------|:----------|:-------|:--------------|:------------------|:-------|:---------------|:-------------------|
| 0 | 7 |  |  |  |  |  | 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 | 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

星座（碧蓝航线）数据集

数据集概述

该数据集包含15张图像及其标签，主题为星座（碧蓝航线）。图像主要标签包括long_hair, blue_hair, breasts, large_breasts, very_long_hair, animal_ears, hair_between_eyes, blue_eyes, bangs, fake_animal_ears, purple_eyes, rabbit_ears。

数据集包列表

名称	图像数量	大小	类型	描述
raw	15	23.25 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	15	11.62 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	37	24.18 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	15	20.07 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	37	35.28 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	图像1	图像2	图像3	图像4	图像5	标签
0	7						1girl, looking_at_viewer, playboy_bunny, solo, wrist_cuffs, bare_shoulders, thigh_strap, white_leotard, white_pantyhose, cleavage, detached_collar, official_alternate_costume, strapless_leotard, full_body, navel_cutout, simple_background, smile, blush, bowtie, closed_mouth, highleg_leotard, holding, light_blue_hair, sitting, standing
1	5						1girl, bare_shoulders, halo, looking_at_viewer, solo, white_dress, full_body, no_shoes, sideboob, elbow_gloves, from_side, simple_background, white_background, ass, blush, cleavage, feet, knee_up, legs, light_blue_hair, parted_lips, sitting, stirrup_legwear, toes, white_gloves, white_thighhighs

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	looking_at_viewer	playboy_bunny	solo	wrist_cuffs	bare_shoulders	thigh_strap	white_leotard	white_pantyhose	cleavage	detached_collar	official_alternate_costume	strapless_leotard	full_body	navel_cutout	simple_background	smile	blush	bowtie	closed_mouth	highleg_leotard	holding	light_blue_hair	sitting	standing	halo	white_dress	no_shoes	sideboob	elbow_gloves	from_side	white_background	ass	feet	knee_up	legs	parted_lips	stirrup_legwear	toes	white_gloves	white_thighhighs
0	7						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	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