CyberHarem/souya_kantaicollection

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

# Dataset of souya (Kantai Collection)

This is the dataset of souya (Kantai Collection), containing 172 images and their tags.

The core tags of this character are `brown_hair, long_hair, braid, orange_eyes, single_braid`, 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 | 172 | 135.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souya_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 172 | 95.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souya_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 370 | 180.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souya_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 172 | 125.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souya_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 370 | 227.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souya_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/souya_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 | 16 |  |  |  |  |  | 1girl, pleated_skirt, long_sleeves, white_pantyhose, hooded_jacket, messenger_bag, simple_background, solo, white_background, full_body, orange_jacket, suitcase, white_skirt, coat, machinery, rudder_footwear |
| 1 | 16 |  |  |  |  |  | 1girl, solo, simple_background, white_background, orange_shirt, clothes_writing, official_alternate_costume, upper_body, looking_at_viewer, t-shirt, necklace |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | pleated_skirt | long_sleeves | white_pantyhose | hooded_jacket | messenger_bag | simple_background | solo | white_background | full_body | orange_jacket | suitcase | white_skirt | coat | machinery | rudder_footwear | orange_shirt | clothes_writing | official_alternate_costume | upper_body | looking_at_viewer | t-shirt | necklace |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:---------------|:------------------|:----------------|:----------------|:--------------------|:-------|:-------------------|:------------|:----------------|:-----------|:--------------|:-------|:------------|:------------------|:---------------|:------------------|:-----------------------------|:-------------|:--------------------|:----------|:-----------|
| 0 | 16 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | |
| 1 | 16 |  |  |  |  |  | X | | | | | | X | X | 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: Dataset of souya (Kantai Collection)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 172
• 核心标签: brown_hair, long_hair, braid, orange_eyes, single_braid
• 来源: 从多个网站爬取，如danbooru, pixiv, zerochan等

数据包列表

名称	图像数量	大小	类型	描述
raw	172	135.54 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	172	95.34 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	370	180.35 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素
1200	172	125.78 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	370	227.70 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	图像1	图像2	图像3	图像4	图像5	标签
0	16						1girl, pleated_skirt, long_sleeves, white_pantyhose, hooded_jacket, messenger_bag, simple_background, solo, white_background, full_body, orange_jacket, suitcase, white_skirt, coat, machinery, rudder_footwear
1	16						1girl, solo, simple_background, white_background, orange_shirt, clothes_writing, official_alternate_costume, upper_body, looking_at_viewer, t-shirt, necklace

表格版本

#	样本数	图像1	图像2	图像3	图像4	图像5	1girl	pleated_skirt	long_sleeves	white_pantyhose	hooded_jacket	messenger_bag	simple_background	solo	white_background	full_body	orange_jacket	suitcase	white_skirt	coat	machinery	rudder_footwear	orange_shirt	clothes_writing	official_alternate_costume	upper_body	looking_at_viewer	t-shirt	necklace
0	16						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	16						X						X	X	X								X	X	X	X	X	X	X