CyberHarem/mousse_arknights

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

# Dataset of mousse/ムース/慕斯 (Arknights)

This is the dataset of mousse/ムース/慕斯 (Arknights), containing 148 images and their tags.

The core tags of this character are `animal_ears, cat_ears, multicolored_hair, green_eyes, short_hair, white_hair, hat, cat_girl, two-tone_hair, black_headwear, tail, cat_tail, blonde_hair, brown_hair, animal_ear_fluff, mini_hat, multiple_tails, two_tails, orange_hair`, 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 | 148 | 209.64 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 148 | 181.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 357 | 358.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mousse_arknights/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/mousse_arknights',
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, black_necktie, collared_shirt, long_sleeves, solo, white_shirt, black_jacket, open_mouth, upper_body, black_gloves, blush, fingerless_gloves, looking_at_viewer, skin_fang, holding_cat, simple_background, :d, white_background |
| 1 | 5 |  |  |  |  |  | 1girl, black_jacket, black_necktie, looking_at_viewer, simple_background, solo, white_background, white_shirt, closed_mouth, collared_shirt, portrait, blush, smile, upper_body |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_necktie | collared_shirt | long_sleeves | solo | white_shirt | black_jacket | open_mouth | upper_body | black_gloves | blush | fingerless_gloves | looking_at_viewer | skin_fang | holding_cat | simple_background | :d | white_background | closed_mouth | portrait | smile |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-----------------|:---------------|:-------|:--------------|:---------------|:-------------|:-------------|:---------------|:--------|:--------------------|:--------------------|:------------|:--------------|:--------------------|:-----|:-------------------|:---------------|:-----------|:--------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | |
| 1 | 5 |  |  |  |  |  | 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 mousse/ムース/慕斯 (Arknights)

数据集内容

• 包含内容：148张图像及其标签。
• 核心标签：animal_ears, cat_ears, multicolored_hair, green_eyes, short_hair, white_hair, hat, cat_girl, two-tone_hair, black_headwear, tail, cat_tail, blonde_hair, brown_hair, animal_ear_fluff, mini_hat, multiple_tails, two_tails, orange_hair。

数据集来源

• 来源：从多个网站（如danbooru, pixiv, zerochan等）爬取。
• 爬取系统：由DeepGHS Team提供。

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	148	209.64 MiB	下载	Waifuc-Raw	原始数据，包含元信息（最小边对齐至1400像素，如果更大）。
1200	148	181.48 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	357	358.09 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用示例

• 加载原始数据集：提供了一个Python脚本，用于下载并解压数据集，然后使用waifuc加载数据集。

数据集标签聚类结果

• 示例：展示了两个聚类结果的示例，每个聚类包含多个图像及其共同标签。

数据集标签聚类示例

聚类0

• 样本数量：11
• 共同标签：1girl, black_necktie, collared_shirt, long_sleeves, solo, white_shirt, black_jacket, open_mouth, upper_body, black_gloves, blush, fingerless_gloves, looking_at_viewer, skin_fang, holding_cat, simple_background, :d, white_background

聚类1

• 样本数量：5
• 共同标签：1girl, black_jacket, black_necktie, looking_at_viewer, simple_background, solo, white_background, white_shirt, closed_mouth, collared_shirt, portrait, blush, smile, upper_body