CyberHarem/wo_class_kantaicollection

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

# Dataset of wo_class/空母ヲ級 (Kantai Collection)

This is the dataset of wo_class/空母ヲ級 (Kantai Collection), containing 11 images and their tags.

The core tags of this character are `long_hair, pale_skin, white_hair, blue_eyes, glowing_eyes, hat, breasts, aqua_eyes, grey_hair, medium_breasts`, 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 | 11 | 20.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wo_class_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 11 | 10.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wo_class_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 24 | 20.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wo_class_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 11 | 17.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wo_class_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 24 | 32.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/wo_class_kantaicollection/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/wo_class_kantaicollection',
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 | 11 |  |  |  |  |  | 1girl, abyssal_ship, bodysuit, cape, solo, looking_at_viewer, glowing, black_gloves |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | abyssal_ship | bodysuit | cape | solo | looking_at_viewer | glowing | black_gloves |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-----------|:-------|:-------|:--------------------|:----------|:---------------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: wo_class/空母ヲ級 (Kantai Collection)
• 描述: 包含11张图片及其标签的数据集。
• 核心标签: long_hair, pale_skin, white_hair, blue_eyes, glowing_eyes, hat, breasts, aqua_eyes, grey_hair, medium_breasts
• 标签分类结果:
  • 样本数: 11
  • 标签: 1girl, abyssal_ship, bodysuit, cape, solo, looking_at_viewer, glowing, black_gloves

数据包列表

名称	图片数量	大小	类型	描述
raw	11	20.35 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	11	10.10 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	24	20.96 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	11	17.24 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	24	32.74 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据加载

使用Waifuc加载原始数据集

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始压缩文件

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

解压文件到指定目录

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])