CyberHarem/seaport_hime_kantaicollection

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

# Dataset of seaport_hime/港湾棲姫 (Kantai Collection)

This is the dataset of seaport_hime/港湾棲姫 (Kantai Collection), containing 426 images and their tags.

The core tags of this character are `long_hair, horns, white_hair, single_horn, breasts, red_eyes, pale_skin, large_breasts, very_long_hair, colored_skin, white_skin`, 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 | 426 | 428.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seaport_hime_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 426 | 291.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seaport_hime_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 899 | 544.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seaport_hime_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 426 | 399.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seaport_hime_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 899 | 696.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/seaport_hime_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/seaport_hime_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 | 7 |  |  |  |  |  | 1girl, abyssal_ship, claws, detached_sleeves, looking_at_viewer, ribbed_dress, solo, bare_shoulders, short_dress, sweater_dress, sideboob |
| 1 | 11 |  |  |  |  |  | 1girl, abyssal_ship, bare_shoulders, claws, detached_sleeves, looking_at_viewer, ribbed_dress, short_dress, sideboob, solo, sweater_dress, covered_nipples, ribbed_sweater |
| 2 | 9 |  |  |  |  |  | 1girl, abyssal_ship, claws, detached_sleeves, ribbed_dress, short_dress, solo, bare_shoulders, looking_at_viewer, sideboob, white_footwear, knee_boots, sweater, sitting |
| 3 | 8 |  |  |  |  |  | 1girl, abyssal_ship, claws, detached_sleeves, glowing_eyes, ribbed_dress, sideboob, solo, bare_shoulders, looking_at_viewer, short_dress, covered_nipples |
| 4 | 6 |  |  |  |  |  | 2girls, abyssal_ship, claws, detached_sleeves, mittens, ribbed_dress, short_dress, white_dress, ahoge, orange_eyes |
| 5 | 6 |  |  |  |  |  | 1boy, abyssal_ship, blush, detached_sleeves, hetero, ribbed_dress, 1girl, breast_grab, covered_nipples, grabbing, solo_focus, bare_shoulders, claws |
| 6 | 8 |  |  |  |  |  | abyssal_ship, cleavage_cutout, open-chest_sweater, ribbed_sweater, 1girl, solo, blush, turtleneck, alternate_costume, looking_at_viewer |
| 7 | 8 |  |  |  |  |  | 1girl, abyssal_ship, blush, navel, solo, cleavage, huge_breasts, collarbone, looking_at_viewer, blue_bra, blue_panties, pink_eyes, simple_background, blue_thighhighs, detached_sleeves, plump, underwear_only, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | abyssal_ship | claws | detached_sleeves | looking_at_viewer | ribbed_dress | solo | bare_shoulders | short_dress | sweater_dress | sideboob | covered_nipples | ribbed_sweater | white_footwear | knee_boots | sweater | sitting | glowing_eyes | 2girls | mittens | white_dress | ahoge | orange_eyes | 1boy | blush | hetero | breast_grab | grabbing | solo_focus | cleavage_cutout | open-chest_sweater | turtleneck | alternate_costume | navel | cleavage | huge_breasts | collarbone | blue_bra | blue_panties | pink_eyes | simple_background | blue_thighhighs | plump | underwear_only | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------|:-------------------|:--------------------|:---------------|:-------|:-----------------|:--------------|:----------------|:-----------|:------------------|:-----------------|:-----------------|:-------------|:----------|:----------|:---------------|:---------|:----------|:--------------|:--------|:--------------|:-------|:--------|:---------|:--------------|:-----------|:-------------|:------------------|:---------------------|:-------------|:--------------------|:--------|:-----------|:---------------|:-------------|:-----------|:---------------|:------------|:--------------------|:------------------|:--------|:-----------------|:-------------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 9 |  |  |  |  |  | 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 | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 4 | 6 |  |  |  |  |  | | X | X | X | | X | | | X | | | | | | | | | | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 5 | 6 |  |  |  |  |  | X | X | X | X | | X | | X | | | | X | | | | | | | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 6 | 8 |  |  |  |  |  | X | X | | | X | | X | | | | | | X | | | | | | | | | | | | X | | | | | X | X | X | X | | | | | | | | | | | | |
| 7 | 8 |  |  |  |  |  | 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

数据集名称

Dataset of seaport_hime/港湾棲姫 (Kantai Collection)

数据集描述

该数据集包含426张图片及其标签，主要描述角色seaport_hime/港湾棲姫（舰队Collection）。核心标签包括long_hair, horns, white_hair, single_horn, breasts, red_eyes, pale_skin, large_breasts, very_long_hair, colored_skin, white_skin。

数据集来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	426	428.99 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	426	291.49 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	899	544.40 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	426	399.54 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	899	696.82 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

数据集加载

提供原始数据集（包括标记的图像）用于waifuc加载。加载代码如下：

python import os import zipfile from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

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

提取文件到指定目录

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])

标签聚类结果

列出了标签聚类结果，可能有助于挖掘某些服装。

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	7						1girl, abyssal_ship, claws, detached_sleeves, looking_at_viewer, ribbed_dress, solo, bare_shoulders, short_dress, sweater_dress, sideboob
1	11						1girl, abyssal_ship, bare_shoulders, claws, detached_sleeves, looking_at_viewer, ribbed_dress, short_dress, sideboob, solo, sweater_dress, covered_nipples, ribbed_sweater
2	9						1girl, abyssal_ship, claws, detached_sleeves, ribbed_dress, short_dress, solo, bare_shoulders, looking_at_viewer, sideboob, white_footwear, knee_boots, sweater, sitting
3	8						1girl, abyssal_ship, claws, detached_sleeves, glowing_eyes, ribbed_dress, sideboob, solo, bare_shoulders, looking_at_viewer, short_dress, covered_nipples
4	6						2girls, abyssal_ship, claws, detached_sleeves, mittens, ribbed_dress, short_dress, white_dress, ahoge, orange_eyes
5	6						1boy, abyssal_ship, blush, detached_sleeves, hetero, ribbed_dress, 1girl, breast_grab, covered_nipples, grabbing, solo_focus, bare_shoulders, claws
6	8						abyssal_ship, cleavage_cutout, open-chest_sweater, ribbed_sweater, 1girl, solo, blush, turtleneck, alternate_costume, looking_at_viewer
7	8						1girl, abyssal_ship, blush, navel, solo, cleavage, huge_breasts, collarbone, looking_at_viewer, blue_bra, blue_panties, pink_eyes, simple_background, blue_thighhighs, detached_sleeves, plump, underwear_only, white_background

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	abyssal_ship	claws	detached_sleeves	looking_at_viewer	ribbed_dress	solo	bare_shoulders	short_dress	sweater_dress	sideboob	covered_nipples	ribbed_sweater	white_footwear	knee_boots	sweater	sitting	glowing_eyes	2girls	mittens	white_dress	ahoge	orange_eyes	1boy	blush	hetero	breast_grab	grabbing	solo_focus	cleavage_cutout	open-chest_sweater	turtleneck	alternate_costume	navel	cleavage	huge_breasts	collarbone	blue_bra	blue_panties	pink_eyes	simple_background	blue_thighhighs	plump	underwear_only	white_background
0	7						X	X	X	X	X	X	X	X	X	X	X