CyberHarem/vanilla_arknights

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

# Dataset of vanilla/バニラ/香草 (Arknights)

This is the dataset of vanilla/バニラ/香草 (Arknights), containing 56 images and their tags.

The core tags of this character are `horns, pointy_ears, short_hair, red_eyes, blonde_hair, hair_ornament, hairclip, tail, dragon_tail`, 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 | 56 | 73.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanilla_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 56 | 61.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanilla_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 128 | 115.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanilla_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/vanilla_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 | 15 |  |  |  |  |  | 1girl, black_thighhighs, long_sleeves, open_jacket, solo, looking_at_viewer, simple_background, white_background, green_jacket, dragon_girl, standing, black_dress, black_footwear, breasts, holding_weapon, black_skirt, closed_mouth, dragon_horns, full_body, id_card, shoes, holding_axe |
| 1 | 14 |  |  |  |  |  | 1girl, solo, green_jacket, open_jacket, upper_body, looking_at_viewer, black_shirt, infection_monitor_(arknights), long_sleeves, simple_background, open_mouth, smile, blush, choker, collarbone, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_thighhighs | long_sleeves | open_jacket | solo | looking_at_viewer | simple_background | white_background | green_jacket | dragon_girl | standing | black_dress | black_footwear | breasts | holding_weapon | black_skirt | closed_mouth | dragon_horns | full_body | id_card | shoes | holding_axe | upper_body | black_shirt | infection_monitor_(arknights) | open_mouth | smile | blush | choker | collarbone |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------------|:---------------|:--------------|:-------|:--------------------|:--------------------|:-------------------|:---------------|:--------------|:-----------|:--------------|:-----------------|:----------|:-----------------|:--------------|:---------------|:---------------|:------------|:----------|:--------|:--------------|:-------------|:--------------|:--------------------------------|:-------------|:--------|:--------|:---------|:-------------|
| 0 | 15 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | |
| 1 | 14 |  |  |  |  |  | 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

数据集基本信息

• 名称: Dataset of vanilla/バニラ/香草 (Arknights)
• 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: 56
• 核心标签: horns, pointy_ears, short_hair, red_eyes, blonde_hair, hair_ornament, hairclip, tail, dragon_tail

数据包列表

名称	图像数量	大小	类型	描述
raw	56	73.32 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）
1200	56	61.96 MiB	IMG+TXT	数据集，短边不超过1200像素
stage3-p480-1200	128	115.80 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	15						1girl, black_thighhighs, long_sleeves, open_jacket, solo, looking_at_viewer, simple_background, white_background, green_jacket, dragon_girl, standing, black_dress, black_footwear, breasts, holding_weapon, black_skirt, closed_mouth, dragon_horns, full_body, id_card, shoes, holding_axe
1	14						1girl, solo, green_jacket, open_jacket, upper_body, looking_at_viewer, black_shirt, infection_monitor_(arknights), long_sleeves, simple_background, open_mouth, smile, blush, choker, collarbone, white_background

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	black_thighhighs	long_sleeves	open_jacket	solo	looking_at_viewer	simple_background	white_background	green_jacket	dragon_girl	standing	black_dress	black_footwear	breasts	holding_weapon	black_skirt	closed_mouth	dragon_horns	full_body	id_card	shoes	holding_axe	upper_body	black_shirt	infection_monitor_(arknights)	open_mouth	smile	blush	choker	collarbone
0	15						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	14						X		X	X	X	X	X	X	X														X	X	X	X	X	X	X	X