CyberHarem/savage_arknights

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

# Dataset of savage/サベージ/暴行 (Arknights)

This is the dataset of savage/サベージ/暴行 (Arknights), containing 140 images and their tags.

The core tags of this character are `animal_ears, rabbit_ears, long_hair, grey_hair, breasts, grey_eyes, two_side_up, large_breasts, very_long_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 | 140 | 212.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/savage_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 140 | 181.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/savage_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 364 | 352.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/savage_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/savage_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 | 5 |  |  |  |  |  | 1girl, bare_shoulders, black_gloves, looking_at_viewer, shirt, sleeveless, solo, upper_body, elbow_gloves, hair_between_eyes, blue_eyes, grey_background, smile, white_background, dress, medium_breasts, simple_background |
| 1 | 15 |  |  |  |  |  | 1girl, black_gloves, pantyhose, solo, thighhighs, thigh_boots, black_footwear, looking_at_viewer, smile, elbow_gloves, simple_background, dress, cape, white_background, cloak, holding_weapon, closed_mouth, hair_between_eyes, open_mouth, standing |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | black_gloves | looking_at_viewer | shirt | sleeveless | solo | upper_body | elbow_gloves | hair_between_eyes | blue_eyes | grey_background | smile | white_background | dress | medium_breasts | simple_background | pantyhose | thighhighs | thigh_boots | black_footwear | cape | cloak | holding_weapon | closed_mouth | open_mouth | standing |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:--------------------|:--------|:-------------|:-------|:-------------|:---------------|:--------------------|:------------|:------------------|:--------|:-------------------|:--------|:-----------------|:--------------------|:------------|:-------------|:--------------|:-----------------|:-------|:--------|:-----------------|:---------------|:-------------|:-----------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 1 | 15 |  |  |  |  |  | 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

数据集名称

• Dataset of savage/サベージ/暴行 (Arknights)

数据集内容

• 包含140张图像及其标签。
• 核心标签包括：animal_ears, rabbit_ears, long_hair, grey_hair, breasts, grey_eyes, two_side_up, large_breasts, very_long_hair。

数据集来源

• 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 自动爬虫系统由DeepGHS Team提供技术支持。

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	140	212.85 MiB	下载	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
1200	140	181.55 MiB	下载	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	364	352.40 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

• 提供原始数据集供waifuc加载。
• 示例代码展示了如何下载、解压并加载数据集。

标签聚类结果

#	样本数	图像示例	标签
0	5	至	1girl, bare_shoulders, black_gloves, looking_at_viewer, shirt, sleeveless, solo, upper_body, elbow_gloves, hair_between_eyes, blue_eyes, grey_background, smile, white_background, dress, medium_breasts, simple_background
1	15	至	1girl, black_gloves, pantyhose, solo, thighhighs, thigh_boots, black_footwear, looking_at_viewer, smile, elbow_gloves, simple_background, dress, cape, white_background, cloak, holding_weapon, closed_mouth, hair_between_eyes, open_mouth, standing