CyberHarem/ping_hai_azurlane

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

# Dataset of ping_hai/平海/平海 (Azur Lane)

This is the dataset of ping_hai/平海/平海 (Azur Lane), containing 352 images and their tags.

The core tags of this character are `brown_hair, long_hair, bangs, ahoge, twintails, red_eyes, breasts, hairband, small_breasts, hair_ornament, white_hairband, very_long_hair`, 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 | 352 | 441.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ping_hai_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 352 | 268.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ping_hai_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 835 | 555.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ping_hai_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 352 | 395.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ping_hai_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 835 | 764.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ping_hai_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/ping_hai_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 | 40 |  |  |  |  |  | red_bikini, visor_cap, 1girl, fur-trimmed_jacket, solo, bare_shoulders, yellow_jacket, choker, looking_at_viewer, navel, off_shoulder, long_sleeves, simple_background, white_background, blush, side-tie_bikini_bottom, halterneck, collarbone, panda, innertube, open_jacket, standing, closed_mouth, cowboy_shot, red_gloves |
| 1 | 5 |  |  |  |  |  | 1girl, china_dress, cleavage_cutout, fur_trim, long_sleeves, pelvic_curtain, red_dress, side-tie_panties, solo, :o, black_thighhighs, blush, looking_at_viewer, single_thighhigh, standing, white_coat, white_panties, anchor_hair_ornament, hairpods, open_coat, simple_background, brown_thighhighs, cowboy_shot, panda, parted_lips, white_jacket |
| 2 | 9 |  |  |  |  |  | 1girl, braid, rabbit_ears, red_leotard, solo, bare_shoulders, barefoot, feet, soles, ass, looking_at_viewer, rabbit_tail, simple_background, toeless_legwear, toes, white_background, black_thighhighs, blush, fur_trim, clothing_cutout, covered_navel, flower, full_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | red_bikini | visor_cap | 1girl | fur-trimmed_jacket | solo | bare_shoulders | yellow_jacket | choker | looking_at_viewer | navel | off_shoulder | long_sleeves | simple_background | white_background | blush | side-tie_bikini_bottom | halterneck | collarbone | panda | innertube | open_jacket | standing | closed_mouth | cowboy_shot | red_gloves | china_dress | cleavage_cutout | fur_trim | pelvic_curtain | red_dress | side-tie_panties | :o | black_thighhighs | single_thighhigh | white_coat | white_panties | anchor_hair_ornament | hairpods | open_coat | brown_thighhighs | parted_lips | white_jacket | braid | rabbit_ears | red_leotard | barefoot | feet | soles | ass | rabbit_tail | toeless_legwear | toes | clothing_cutout | covered_navel | flower | full_body |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------------|:------------|:--------|:---------------------|:-------|:-----------------|:----------------|:---------|:--------------------|:--------|:---------------|:---------------|:--------------------|:-------------------|:--------|:-------------------------|:-------------|:-------------|:--------|:------------|:--------------|:-----------|:---------------|:--------------|:-------------|:--------------|:------------------|:-----------|:-----------------|:------------|:-------------------|:-----|:-------------------|:-------------------|:-------------|:----------------|:-----------------------|:-----------|:------------|:-------------------|:--------------|:---------------|:--------|:--------------|:--------------|:-----------|:-------|:--------|:------|:--------------|:------------------|:-------|:------------------|:----------------|:---------|:------------|
| 0 | 40 |  |  |  |  |  | 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 | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | | | 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：ping_hai/平海/平海 (Azur Lane)

数据集基本信息

• 名称：ping_hai/平海/平海 (Azur Lane)
• 包含内容：352张图像及其标签
• 核心标签：brown_hair, long_hair, bangs, ahoge, twintails, red_eyes, breasts, hairband, small_breasts, hair_ornament, white_hairband, very_long_hair
• 许可：MIT
• 任务类别：text-to-image
• 标签：art, not-for-all-audiences
• 大小类别：n<1K

数据集包列表

名称	图像数量	大小	类型	描述
raw	352	441.67 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐至1400像素，如果更大）
800	352	268.54 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	835	555.21 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	352	395.98 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	835	764.84 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集加载方法

• 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

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/ping_hai_azurlane, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件至目录

  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])

标签聚类结果

示例

#	样本数量	图像示例	标签示例
0	40		red_bikini, visor_cap, 1girl, fur-trimmed_jacket, solo, bare_shoulders, yellow_jacket, choker, looking_at_viewer, navel, off_shoulder, long_sleeves, simple_background, white_background, blush, side-tie_bikini_bottom, halterneck, collarbone, panda, innertube, open_jacket, standing, closed_mouth, cowboy_shot, red_gloves
1	5		1girl, china_dress, cleavage_cutout, fur_trim, long_sleeves, pelvic_curtain, red_dress, side-tie_panties, solo, :o, black_thighhighs, blush, looking_at_viewer, single_thighhigh, standing, white_coat, white_panties, anchor_hair_ornament, hairpods, open_coat, simple_background, brown_thighhighs, cowboy_shot, panda, parted_lips, white_jacket
2	9		1girl, braid, rabbit_ears, red_leotard, solo, bare_shoulders, barefoot, feet, soles, ass, looking_at_viewer, rabbit_tail, simple_background, toeless_legwear, toes, white_background, black_thighhighs, blush, fur_trim, clothing_cutout, covered_navel, flower, full_body