CyberHarem/matsuwa_kantaicollection

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

# Dataset of matsuwa (Kantai Collection)

This is the dataset of matsuwa (Kantai Collection), containing 361 images and their tags.

The core tags of this character are `long_hair, black_hair, multicolored_hair, green_eyes, gradient_hair, purple_hair, hat, white_headwear, freckles, sailor_hat`, 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 | 361 | 323.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsuwa_kantaicollection/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 361 | 211.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsuwa_kantaicollection/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 758 | 438.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsuwa_kantaicollection/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 361 | 294.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsuwa_kantaicollection/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 758 | 581.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/matsuwa_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/matsuwa_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 | 9 |  |  |  |  |  | 1girl, blue_neckerchief, blue_ribbon, blue_sailor_collar, blue_skirt, long_sleeves, pleated_skirt, serafuku, simple_background, white_background, white_gloves, looking_at_viewer, solo, twitter_username, kneehighs, one-hour_drawing_challenge, white_socks, dated |
| 1 | 7 |  |  |  |  |  | 1girl, alternate_costume, solo, looking_at_viewer, blush, black_dress, cowboy_shot, dated, long_sleeves, one-hour_drawing_challenge, simple_background, white_background, artist_logo, frilled_dress |
| 2 | 8 |  |  |  |  |  | 1girl, solo, yukata, alternate_costume, candy_apple, long_sleeves, obi, wide_sleeves, full_body, hair_flower, looking_at_viewer, hairband |
| 3 | 16 |  |  |  |  |  | 1girl, santa_costume, solo, long_sleeves, blush, christmas, open_mouth, red_dress, fur_trim, white_pantyhose, red_mittens, reindeer_antlers, full_body, looking_at_viewer, simple_background, beret, gift_box, fake_antlers, white_scarf |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blue_neckerchief | blue_ribbon | blue_sailor_collar | blue_skirt | long_sleeves | pleated_skirt | serafuku | simple_background | white_background | white_gloves | looking_at_viewer | solo | twitter_username | kneehighs | one-hour_drawing_challenge | white_socks | dated | alternate_costume | blush | black_dress | cowboy_shot | artist_logo | frilled_dress | yukata | candy_apple | obi | wide_sleeves | full_body | hair_flower | hairband | santa_costume | christmas | open_mouth | red_dress | fur_trim | white_pantyhose | red_mittens | reindeer_antlers | beret | gift_box | fake_antlers | white_scarf |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:--------------|:---------------------|:-------------|:---------------|:----------------|:-----------|:--------------------|:-------------------|:---------------|:--------------------|:-------|:-------------------|:------------|:-----------------------------|:--------------|:--------|:--------------------|:--------|:--------------|:--------------|:--------------|:----------------|:---------|:--------------|:------|:---------------|:------------|:--------------|:-----------|:----------------|:------------|:-------------|:------------|:-----------|:------------------|:--------------|:-------------------|:--------|:-----------|:---------------|:--------------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | | | | | X | | | X | X | | X | X | | | X | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | X | | | | | X | | | | | | X | X | | | | | | X | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 3 | 16 |  |  |  |  |  | X | | | | | X | | | X | | | X | X | | | | | | | X | | | | | | | | | X | | | X | X | X | X | X | X | X | X | X | X | X | X |

This is the dataset of matsuwa (Kantai Collection), containing 361 images and their tags. The images are crawled from various sites and include core tags such as long hair, black hair, multicolored hair, green eyes, etc. The dataset offers packages of different sizes and stages of processing, along with example code for loading the raw dataset.

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of matsuwa (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: 361
• 核心标签: long_hair, black_hair, multicolored_hair, green_eyes, gradient_hair, purple_hair, hat, white_headwear, freckles, sailor_hat

数据包列表

名称	图像数量	大小	类型	描述
raw	361	323.58 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	361	211.08 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	758	438.69 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	361	294.76 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	758	581.67 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	9	样本0	样本1	样本2	样本3	样本4	1girl, blue_neckerchief, blue_ribbon, blue_sailor_collar, blue_skirt, long_sleeves, pleated_skirt, serafuku, simple_background, white_background, white_gloves, looking_at_viewer, solo, twitter_username, kneehighs, one-hour_drawing_challenge, white_socks, dated
1	7	样本0	样本1	样本2	样本3	样本4	1girl, alternate_costume, solo, looking_at_viewer, blush, black_dress, cowboy_shot, dated, long_sleeves, one-hour_drawing_challenge, simple_background, white_background, artist_logo, frilled_dress
2	8	样本0	样本1	样本2	样本3	样本4	1girl, solo, yukata, alternate_costume, candy_apple, long_sleeves, obi, wide_sleeves, full_body, hair_flower, looking_at_viewer, hairband
3	16	样本0	样本1	样本2	样本3	样本4	1girl, santa_costume, solo, long_sleeves, blush, christmas, open_mouth, red_dress, fur_trim, white_pantyhose, red_mittens, reindeer_antlers, full_body, looking_at_viewer, simple_background, beret, gift_box, fake_antlers, white_scarf

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	blue_neckerchief	blue_ribbon	blue_sailor_collar	blue_skirt	long_sleeves	pleated_skirt	serafuku	simple_background	white_background	white_gloves	looking_at_viewer	solo	twitter_username	kneehighs	one-hour_drawing_challenge	white_socks	dated	alternate_costume	blush	black_dress	cowboy_shot	artist_logo	frilled_dress	yukata	candy_apple	obi	wide_sleeves	full_body	hair_flower	hairband	santa_costume	christmas	open_mouth	red_dress	fur_trim	white_pantyhose	red_mittens	reindeer_antlers	beret	gift_box	fake_antlers	white_scarf
0	9	样本0	样本1	样本2	样本3	样本4	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	7	样本0	样本1	样本2	样本3	样本4	X					X			X	X		X	X			X		X	X	X	X	X	X	X
2	8	样本0	样本1	样本2	样本3	样本4	X					X						X	X						X						X	X	X	X	X	X	X
3	16	样本0	样本1	样本2	样本3	样本4	X					X			X			X	X							X									X			X	X	X	X	X	X	X	X	X	X	X	X