CyberHarem/impero_azurlane

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

# Dataset of impero/インペロ/帝国 (Azur Lane)

This is the dataset of impero/インペロ/帝国 (Azur Lane), containing 32 images and their tags.

The core tags of this character are `breasts, long_hair, large_breasts, brown_hair, bangs, blue_eyes, very_long_hair, ahoge, bow, hair_between_eyes`, 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 | 32 | 60.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 32 | 30.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 80 | 63.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 32 | 52.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 80 | 96.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/impero_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/impero_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 | 19 |  |  |  |  |  | 1girl, cleavage, looking_at_viewer, solo, white_shirt, collared_shirt, bare_shoulders, official_alternate_costume, sleeveless_shirt, blush, brown_cardigan, open_clothes, black_bowtie, partially_unbuttoned, plaid_skirt, pleated_skirt, black_skirt, leaf, loose_bowtie, school_uniform, sitting |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, looking_at_viewer, solo, aiguillette, cleavage, clothing_cutout, collarbone, gold_trim, white_dress, cape, full_body, long_sleeves, medium_breasts, white_footwear, black_choker, collared_dress, cutout_above_navel, green_eyes, italian_flag, military, pink_hair, short_dress, two-tone_dress, uniform |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | cleavage | looking_at_viewer | solo | white_shirt | collared_shirt | bare_shoulders | official_alternate_costume | sleeveless_shirt | blush | brown_cardigan | open_clothes | black_bowtie | partially_unbuttoned | plaid_skirt | pleated_skirt | black_skirt | leaf | loose_bowtie | school_uniform | sitting | aiguillette | clothing_cutout | collarbone | gold_trim | white_dress | cape | full_body | long_sleeves | medium_breasts | white_footwear | black_choker | collared_dress | cutout_above_navel | green_eyes | italian_flag | military | pink_hair | short_dress | two-tone_dress | uniform |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------------|:-------|:--------------|:-----------------|:-----------------|:-----------------------------|:-------------------|:--------|:-----------------|:---------------|:---------------|:-----------------------|:--------------|:----------------|:--------------|:-------|:---------------|:-----------------|:----------|:--------------|:------------------|:-------------|:------------|:--------------|:-------|:------------|:---------------|:-----------------|:-----------------|:---------------|:-----------------|:---------------------|:-------------|:---------------|:-----------|:------------|:--------------|:-----------------|:----------|
| 0 | 19 |  |  |  |  |  | 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 |

原始信息汇总

数据集概述

基本信息

• 名称: impero/インペロ/帝国 (Azur Lane)
• 包含内容: 32张图像及其标签
• 核心标签: breasts, long_hair, large_breasts, brown_hair, bangs, blue_eyes, very_long_hair, ahoge, bow, hair_between_eyes
• 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

名称	图像数量	大小	下载链接	类型	描述
raw	32	60.14 MiB	下载	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	32	30.55 MiB	下载	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	80	63.37 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	32	52.90 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	80	96.33 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

集群列表

#	样本数	图像示例	标签
0	19	至	1girl, cleavage, looking_at_viewer, solo, white_shirt, collared_shirt, bare_shoulders, official_alternate_costume, sleeveless_shirt, blush, brown_cardigan, open_clothes, black_bowtie, partially_unbuttoned, plaid_skirt, pleated_skirt, black_skirt, leaf, loose_bowtie, school_uniform, sitting
1	5	至	1girl, bare_shoulders, looking_at_viewer, solo, aiguillette, cleavage, clothing_cutout, collarbone, gold_trim, white_dress, cape, full_body, long_sleeves, medium_breasts, white_footwear, black_choker, collared_dress, cutout_above_navel, green_eyes, italian_flag, military, pink_hair, short_dress, two-tone_dress, uniform