CyberHarem/scavenger_arknights

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

# Dataset of scavenger/スカベンジャー/清道夫 (Arknights)

This is the dataset of scavenger/スカベンジャー/清道夫 (Arknights), containing 50 images and their tags.

The core tags of this character are `animal_ears, grey_hair, yellow_eyes, mouse_ears, hair_between_eyes, long_hair, tail, breasts, mouse_girl, mouse_tail, short_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 | 50 | 58.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 50 | 50.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 110 | 99.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/scavenger_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/scavenger_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, bare_shoulders, black_dress, detached_sleeves, solo, black_thighhighs, looking_at_viewer, black_footwear, yellow_gloves, small_breasts, closed_mouth, simple_background, thigh_boots, holding_weapon, mask, covered_navel, short_dress, standing, white_background, blush, full_body, sitting |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | black_dress | detached_sleeves | solo | black_thighhighs | looking_at_viewer | black_footwear | yellow_gloves | small_breasts | closed_mouth | simple_background | thigh_boots | holding_weapon | mask | covered_navel | short_dress | standing | white_background | blush | full_body | sitting |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:-------------------|:-------|:-------------------|:--------------------|:-----------------|:----------------|:----------------|:---------------|:--------------------|:--------------|:-----------------|:-------|:----------------|:--------------|:-----------|:-------------------|:--------|:------------|:----------|
| 0 | 11 |  |  |  |  |  | X | X | X | X | 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：scavenger/スカベンジャー/清道夫 (Arknights)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适用于所有观众
• 大小类别: 小于1K

数据集内容

• 包含内容: 50张图像及其标签
• 核心标签: animal_ears, grey_hair, yellow_eyes, mouse_ears, hair_between_eyes, long_hair, tail, breasts, mouse_girl, mouse_tail, short_hair

数据集下载

• raw: 50张图像，58.16 MiB

  • 下载链接: raw
  • 类型: Waifuc-Raw
  • 描述: 包含元信息的原始数据（如果较大，则最小边缘对齐到1400）

• 1200: 50张图像，50.86 MiB

  • 下载链接: 1200
  • 类型: IMG+TXT
  • 描述: 短边不超过1200像素的数据集

• stage3-p480-1200: 110张图像，99.65 MiB

  • 下载链接: stage3-p480-1200
  • 类型: IMG+TXT
  • 描述: 三阶段裁剪数据集，区域不小于480x480像素

数据集加载

• 加载工具: waifuc
• 加载方法: 提供了一个Python脚本，用于下载和解压数据集，并使用waifuc加载数据集

标签聚类结果

• 示例: 展示了部分图像及其标签，用于可能的服装挖掘
• 标签示例: 1girl, bare_shoulders, black_dress 等