CyberHarem/andreana_arknights

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

# Dataset of andreana/アンドレアナ/安哲拉 (Arknights)

This is the dataset of andreana/アンドレアナ/安哲拉 (Arknights), containing 98 images and their tags.

The core tags of this character are `short_hair, goggles_on_head, blue_eyes, purple_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 | 98 | 149.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/andreana_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 98 | 128.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/andreana_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 247 | 250.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/andreana_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/andreana_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 | 34 |  |  |  |  |  | 1girl, black_jacket, goggles, fur-trimmed_jacket, solo, long_sleeves, looking_at_viewer, open_jacket, mouth_mask, black_shirt, black_gloves, closed_mouth, mask_pull, fingerless_gloves, simple_background, upper_body, tentacles, white_background, collarbone, black_pants, smile, holding |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | black_jacket | goggles | fur-trimmed_jacket | solo | long_sleeves | looking_at_viewer | open_jacket | mouth_mask | black_shirt | black_gloves | closed_mouth | mask_pull | fingerless_gloves | simple_background | upper_body | tentacles | white_background | collarbone | black_pants | smile | holding |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:----------|:---------------------|:-------|:---------------|:--------------------|:--------------|:-------------|:--------------|:---------------|:---------------|:------------|:--------------------|:--------------------|:-------------|:------------|:-------------------|:-------------|:--------------|:--------|:----------|
| 0 | 34 |  |  |  |  |  | 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：andreana/アンドレアナ/安哲拉 (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, 非所有人适用
• 大小类别: 小于1K

数据集内容

• 包含: 98张图像及其标签
• 核心标签: short_hair, goggles_on_head, blue_eyes, purple_hair
• 图像来源: 多个网站（如danbooru, pixiv, zerochan等）

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	98	149.68 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素）
1200	98	128.34 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	247	250.06 MiB	下载	IMG+TXT	区域不小于480x480像素的三阶段裁剪数据集

数据集加载示例

• 使用waifuc加载原始数据集 python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/andreana_arknights, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件到目录

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  使用waifuc加载数据集

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

标签聚类结果

• 示例:

  #	样本数	Img-1	Img-2	Img-3	Img-4	Img-5	标签
  0	34	图像链接	图像链接	图像链接	图像链接	图像链接	1girl, black_jacket, goggles, fur-trimmed_jacket, solo, long_sleeves, looking_at_viewer, open_jacket, mouth_mask, black_shirt, black_gloves, closed_mouth, mask_pull, fingerless_gloves, simple_background, upper_body, tentacles, white_background, collarbone, black_pants, smile, holding