CyberHarem/swiftsure_azurlane

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

# Dataset of swiftsure/スウィフトシュア/确捷 (Azur Lane)

This is the dataset of swiftsure/スウィフトシュア/确捷 (Azur Lane), containing 195 images and their tags.

The core tags of this character are `long_hair, breasts, brown_hair, large_breasts, red_eyes, mole, mole_under_mouth, very_long_hair, ribbon, bangs, ponytail, hair_ribbon, bow`, 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 | 195 | 289.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/swiftsure_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 195 | 151.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/swiftsure_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 494 | 335.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/swiftsure_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 195 | 250.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/swiftsure_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 494 | 489.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/swiftsure_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/swiftsure_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 | 32 |  |  |  |  |  | 1girl, solo, glasses, white_shirt, red_necktie, looking_at_viewer, striped_necktie, official_alternate_costume, school_uniform, black_ribbon, under-rim_eyewear, jacket, plaid_skirt, pleated_skirt, braid, white_background, simple_background, black_socks, blush, miniskirt, underwear |
| 1 | 15 |  |  |  |  |  | 1girl, hair_bow, looking_at_viewer, solo, blush, red_bow, simple_background, white_gloves, black_thighhighs, smile, white_background, hair_between_eyes, jacket, belt |
| 2 | 5 |  |  |  |  |  | 1girl, black_thighhighs, looking_at_viewer, red_jacket, solo, white_gloves, hair_bow, holding_sword, long_sleeves, red_bow, belt, full_body, aiguillette, black_ascot, brown_thighhighs, closed_mouth, epaulettes, rigging, simple_background, skirt, standing, thighs, turret, white_background |
| 3 | 22 |  |  |  |  |  | china_dress, 1girl, blush, braid, looking_at_viewer, solo, bare_shoulders, smile, thighs, black_ribbon, official_alternate_costume, white_dress, cleavage_cutout, sitting, high_heels, sleeveless |
| 4 | 44 |  |  |  |  |  | 1girl, detached_collar, official_alternate_costume, looking_at_viewer, solo, white_bikini, two-tone_bikini, cleavage, wrist_cuffs, multi-strapped_bikini, black_headband, frilled_hairband, navel, cross-laced_clothes, maid_headdress, blush, black_bowtie, holding, tray |
| 5 | 5 |  |  |  |  |  | 1girl, blush, hetero, mosaic_censoring, navel, nipples, official_alternate_costume, penis, sex, two-tone_bikini, vaginal, white_bikini, 1boy, bikini_bottom_aside, black_bikini, maid_headdress, solo_focus, wrist_cuffs, detached_collar, girl_on_top, grabbing, hairband, maid_bikini, multi-strapped_bikini, open_mouth, sweat, twintails, black_bowtie, black_headband, blue_sky, breast_grab, cowgirl_position, cum_in_pussy, day, looking_at_viewer, outdoors, thighs, topless |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | glasses | white_shirt | red_necktie | looking_at_viewer | striped_necktie | official_alternate_costume | school_uniform | black_ribbon | under-rim_eyewear | jacket | plaid_skirt | pleated_skirt | braid | white_background | simple_background | black_socks | blush | miniskirt | underwear | hair_bow | red_bow | white_gloves | black_thighhighs | smile | hair_between_eyes | belt | red_jacket | holding_sword | long_sleeves | full_body | aiguillette | black_ascot | brown_thighhighs | closed_mouth | epaulettes | rigging | skirt | standing | thighs | turret | china_dress | bare_shoulders | white_dress | cleavage_cutout | sitting | high_heels | sleeveless | detached_collar | white_bikini | two-tone_bikini | cleavage | wrist_cuffs | multi-strapped_bikini | black_headband | frilled_hairband | navel | cross-laced_clothes | maid_headdress | black_bowtie | holding | tray | hetero | mosaic_censoring | nipples | penis | sex | vaginal | 1boy | bikini_bottom_aside | black_bikini | solo_focus | girl_on_top | grabbing | hairband | maid_bikini | open_mouth | sweat | twintails | blue_sky | breast_grab | cowgirl_position | cum_in_pussy | day | outdoors | topless |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:----------|:--------------|:--------------|:--------------------|:------------------|:-----------------------------|:-----------------|:---------------|:--------------------|:---------|:--------------|:----------------|:--------|:-------------------|:--------------------|:--------------|:--------|:------------|:------------|:-----------|:----------|:---------------|:-------------------|:--------|:--------------------|:-------|:-------------|:----------------|:---------------|:------------|:--------------|:--------------|:-------------------|:---------------|:-------------|:----------|:--------|:-----------|:---------|:---------|:--------------|:-----------------|:--------------|:------------------|:----------|:-------------|:-------------|:------------------|:---------------|:------------------|:-----------|:--------------|:------------------------|:-----------------|:-------------------|:--------|:----------------------|:-----------------|:---------------|:----------|:-------|:---------|:-------------------|:----------|:--------|:------|:----------|:-------|:----------------------|:---------------|:-------------|:--------------|:-----------|:-----------|:--------------|:-------------|:--------|:------------|:-----------|:--------------|:-------------------|:---------------|:------|:-----------|:----------|
| 0 | 32 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 15 |  |  |  |  |  | X | X | | | | X | | | | | | X | | | | X | X | | X | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 22 |  |  |  |  |  | X | X | | | | X | | X | | X | | | | | X | | | | X | | | | | | | X | | | | | | | | | | | | | | | X | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 44 |  |  |  |  |  | X | X | | | | X | | X | | | | | | | | | | | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 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 | 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 swiftsure/スウィフトシュア/确捷 (Azur Lane)

数据集内容

• 包含内容：195张图像及其标签。
• 核心标签：long_hair, breasts, brown_hair, large_breasts, red_eyes, mole, mole_under_mouth, very_long_hair, ribbon, bangs, ponytail, hair_ribbon, bow。

数据集版本

名称	图像数量	大小	类型	描述
raw	195	289.42 MiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
800	195	151.61 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	494	335.20 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	195	250.01 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	494	489.21 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具：waifuc

• 加载代码示例： python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始存档文件

  zip_file = hf_hub_download( repo_id=CyberHarem/swiftsure_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

• 聚类列表：提供了一系列标签聚类结果，可能包含可挖掘的服装信息。
• 示例：
  • 聚类0：包含32个样本，主要标签包括1girl, solo, glasses, white_shirt等。
  • 聚类1：包含15个样本，主要标签包括1girl, hair_bow, looking_at_viewer等。
  • 聚类2：包含5个样本，主要标签包括1girl, black_thighhighs, looking_at_viewer等。
  • 聚类3：包含22个样本，主要标签包括china_dress, 1girl, blush等。
  • 聚类4：包含44个样本，主要标签包括1girl, detached_collar, official_alternate_costume等。
  • 聚类5：包含5个样本，主要标签包括1girl, blush, hetero等。