CyberHarem/re_class_kantaicollection

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

# Dataset of re_class/レ級 (Kantai Collection)

This is the dataset of re_class/レ級 (Kantai Collection), containing 147 images and their tags.

The core tags of this character are `short_hair, white_hair, pale_skin, purple_eyes, glowing_eyes, breasts, tail`, 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 | 147 | 143.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 147 | 100.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 283 | 181.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 147 | 136.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_class_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 283 | 231.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/re_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/re_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 | 22 |  |  |  |  |  | 1girl, abyssal_ship, hood, scarf, solo, glowing, grin, jacket, looking_at_viewer, bag |
| 1 | 8 |  |  |  |  |  | 1girl, abyssal_ship, grin, jacket, looking_at_viewer, scarf, solo, bikini_top_only, glowing, hoodie, medium_breasts, teeth, black_bikini, navel, o-ring_top, salute |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | abyssal_ship | hood | scarf | solo | glowing | grin | jacket | looking_at_viewer | bag | bikini_top_only | hoodie | medium_breasts | teeth | black_bikini | navel | o-ring_top | salute |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------|:-------|:----------|:-------|:---------|:--------------------|:------|:------------------|:---------|:-----------------|:--------|:---------------|:--------|:-------------|:---------|
| 0 | 22 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | | | | | | | | |
| 1 | 8 |  |  |  |  |  | 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: re_class/レ級 (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 147张
• 核心标签: short_hair, white_hair, pale_skin, purple_eyes, glowing_eyes, breasts, tail

数据包列表

名称	图像数量	大小	类型	描述
raw	147	143.66 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	147	100.94 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	283	181.41 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	147	136.01 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	283	231.27 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	22						1girl, abyssal_ship, hood, scarf, solo, glowing, grin, jacket, looking_at_viewer, bag
1	8						1girl, abyssal_ship, grin, jacket, looking_at_viewer, scarf, solo, bikini_top_only, glowing, hoodie, medium_breasts, teeth, black_bikini, navel, o-ring_top, salute

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	abyssal_ship	hood	scarf	solo	glowing	grin	jacket	looking_at_viewer	bag	bikini_top_only	hoodie	medium_breasts	teeth	black_bikini	navel	o-ring_top	salute
0	22						X	X	X	X	X	X	X	X	X	X
1	8						X	X		X	X	X	X	X	X		X	X	X	X	X	X	X	X