CyberHarem/formidable_azurlane

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

# Dataset of formidable/フォーミダブル/可畏 (Azur Lane)

This is the dataset of formidable/フォーミダブル/可畏 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, breasts, red_eyes, very_long_hair, large_breasts, twintails, bangs, ribbon, grey_hair, hair_ribbon, between_breasts, two-tone_ribbon, earrings`, 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 | 500 | 1.00 GiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 500 | 484.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 1328 | 1.06 GiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 500 | 853.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 1328 | 1.64 GiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_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/formidable_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 |  |  |  |  |  | 1girl, official_alternate_costume, solo, white_dress, black_choker, looking_at_viewer, hair_ornament, black_sailor_collar, dress_bow, navel_cutout, veil, black_neckerchief, sleeveless_dress, two-tone_dress, blush, black_ribbon, dress_flower, closed_mouth, simple_background, sitting, white_background, armpits, neck_ribbon |
| 1 | 17 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, two-tone_dress, blush, simple_background, jewelry, white_background, closed_mouth, detached_collar, skirt_hold, collarbone |
| 2 | 16 |  |  |  |  |  | 1girl, bare_shoulders, black_dress, blush, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, hair_bow, white_background, black_bow, jewelry, collarbone, simple_background, closed_mouth, detached_collar, hand_up, upper_body, parted_lips |
| 3 | 8 |  |  |  |  |  | 1girl, blue_bikini, double_bun, looking_at_viewer, solo, blush, braided_bun, choker, cleavage, simple_background, white_background, ahoge, collarbone, feather_boa, navel, halterneck, official_alternate_costume, parted_lips, twin_braids, upper_body |
| 4 | 13 |  |  |  |  |  | 1girl, blue_bikini, braided_bun, cleavage, double_bun, solo, looking_at_viewer, official_alternate_costume, single_thighhigh, blush, feather_boa, multi-strapped_bikini, navel, white_thighhighs, water, day, outdoors, ahoge, blue_sky, criss-cross_halter, twin_braids, pink_choker, sitting, cloud, aqua_bikini |
| 5 | 5 |  |  |  |  |  | 1girl, alternate_costume, pleated_skirt, school_uniform, simple_background, solo, white_background, looking_at_viewer, white_shirt, blue_skirt, collared_shirt, huge_breasts, long_sleeves, necktie, short_sleeves, thighhighs, zettai_ryouiki |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | official_alternate_costume | solo | white_dress | black_choker | looking_at_viewer | hair_ornament | black_sailor_collar | dress_bow | navel_cutout | veil | black_neckerchief | sleeveless_dress | two-tone_dress | blush | black_ribbon | dress_flower | closed_mouth | simple_background | sitting | white_background | armpits | neck_ribbon | bare_shoulders | black_dress | cleavage | frilled_dress | long_sleeves | jewelry | detached_collar | skirt_hold | collarbone | hair_bow | black_bow | hand_up | upper_body | parted_lips | blue_bikini | double_bun | braided_bun | choker | ahoge | feather_boa | navel | halterneck | twin_braids | single_thighhigh | multi-strapped_bikini | white_thighhighs | water | day | outdoors | blue_sky | criss-cross_halter | pink_choker | cloud | aqua_bikini | alternate_costume | pleated_skirt | school_uniform | white_shirt | blue_skirt | collared_shirt | huge_breasts | necktie | short_sleeves | thighhighs | zettai_ryouiki |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------------------|:-------|:--------------|:---------------|:--------------------|:----------------|:----------------------|:------------|:---------------|:-------|:--------------------|:-------------------|:-----------------|:--------|:---------------|:---------------|:---------------|:--------------------|:----------|:-------------------|:----------|:--------------|:-----------------|:--------------|:-----------|:----------------|:---------------|:----------|:------------------|:-------------|:-------------|:-----------|:------------|:----------|:-------------|:--------------|:--------------|:-------------|:--------------|:---------|:--------|:--------------|:--------|:-------------|:--------------|:-------------------|:------------------------|:-------------------|:--------|:------|:-----------|:-----------|:---------------------|:--------------|:--------|:--------------|:--------------------|:----------------|:-----------------|:--------------|:-------------|:-----------------|:---------------|:----------|:----------------|:-------------|:-----------------|
| 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 17 |  |  |  |  |  | X | | X | | | X | | | | | | | | X | X | | | X | X | | X | | | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 16 |  |  |  |  |  | X | | X | | | X | | | | | | | | | X | | | X | X | | X | | | X | X | X | X | X | X | X | | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 8 |  |  |  |  |  | X | X | X | | | X | | | | | | | | | X | | | | X | | X | | | | | X | | | | | | X | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 13 |  |  |  |  |  | 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 | | | | | | | | | | | |
| 5 | 5 |  |  |  |  |  | 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：formidable/フォーミダブル/可畏 (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

• 描述: 包含500张图像及其标签。
• 核心标签: long_hair, breasts, red_eyes, very_long_hair, large_breasts, twintails, bangs, ribbon, grey_hair, hair_ribbon, between_breasts, two-tone_ribbon, earrings

数据集分包

名称	图像数量	大小	下载链接	类型	描述
raw	500	1.00 GiB	下载	Waifuc-Raw	原始数据，包含元信息（如果图像较大，则最小边对齐到1400像素）。
800	500	484.42 MiB	下载	IMG+TXT	短边不超过800像素的图像数据集。
stage3-p480-800	1328	1.06 GiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的图像数据集。
1200	500	853.96 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据集。
stage3-p480-1200	1328	1.64 GiB	下载	IMG+TXT	三阶段裁剪，区域不小于480x480像素的图像数据集。

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

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/formidable_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])

数据集集群列表

集群标签示例

#	样本数	标签
0	40	1girl, official_alternate_costume, solo, white_dress, black_choker, looking_at_viewer, hair_ornament, black_sailor_collar, dress_bow, navel_cutout, veil, black_neckerchief, sleeveless_dress, two-tone_dress, blush, black_ribbon, dress_flower, closed_mouth, simple_background, sitting, white_background, armpits, neck_ribbon
1	17	1girl, bare_shoulders, black_dress, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, two-tone_dress, blush, simple_background, jewelry, white_background, closed_mouth, detached_collar, skirt_hold, collarbone
2	16	1girl, bare_shoulders, black_dress, blush, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, hair_bow, white_background, black_bow, jewelry, collarbone, simple_background, closed_mouth, detached_collar, hand_up, upper_body, parted_lips
3	8	1girl, blue_bikini, double_bun, looking_at_viewer, solo, blush, braided_bun, choker, cleavage, simple_background, white_background, ahoge, collarbone, feather_boa, navel, halterneck, official_alternate_costume, parted_lips, twin_braids, upper_body
4	13	1girl, blue_bikini, braided_bun, cleavage, double_bun, solo, looking_at_viewer, official_alternate_costume, single_thighhigh, blush, feather_boa, multi-strapped_bikini, navel, white_thighhighs, water, day, outdoors, ahoge, blue_sky, criss-cross_halter, twin_braids, pink_choker, sitting, cloud, aqua_bikini
5	5	1girl, alternate_costume, pleated_skirt, school_uniform, simple_background, solo, white_background, looking_at_viewer, white_shirt, blue_skirt, collared_shirt, huge_breasts, long_sleeves, necktie, short_sleeves, thighhighs, zettai_ryouiki