CyberHarem/heidi_arknights

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

# Dataset of heidi/ハイディ/海蒂 (Arknights)

This is the dataset of heidi/ハイディ/海蒂 (Arknights), containing 78 images and their tags.

The core tags of this character are `animal_ears, breasts, long_hair, blue_eyes, cat_ears, hair_between_eyes, hat, pink_hair, ears_through_headwear, red_headwear, large_breasts, animal_ear_fluff`, 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 | 78 | 141.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/heidi_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 78 | 118.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/heidi_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 205 | 233.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/heidi_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/heidi_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 | 78 |  |  |  |  |  | 1girl, solo, looking_at_viewer, bare_shoulders, smile, black_dress, red_gloves, feather_boa, simple_background, cleavage, elbow_gloves, white_background, choker |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | bare_shoulders | smile | black_dress | red_gloves | feather_boa | simple_background | cleavage | elbow_gloves | white_background | choker |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-----------------|:--------|:--------------|:-------------|:--------------|:--------------------|:-----------|:---------------|:-------------------|:---------|
| 0 | 78 |  |  |  |  |  | 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

• 名称: 海蒂/ハイディ/海蒂 (Arknights) 数据集

数据集内容

• 描述: 包含78张图像及其标签。
• 核心标签: animal_ears, breasts, long_hair, blue_eyes, cat_ears, hair_between_eyes, hat, pink_hair, ears_through_headwear, red_headwear, large_breasts, animal_ear_fluff

数据集版本

• 版本:
  • raw: 包含78张图像，大小为141.16 MiB。
  • 1200: 包含78张图像，大小为118.34 MiB，图像短边不超过1200像素。
  • stage3-p480-1200: 包含205张图像，大小为233.68 MiB，图像区域不小于480x480像素。

数据集使用

• 加载方式: 支持通过waifuc加载原始数据集。

数据集标签集群

• 集群列表:
  • 样本数: 78
  • 标签: 1girl, solo, looking_at_viewer, bare_shoulders, smile, black_dress, red_gloves, feather_boa, simple_background, cleavage, elbow_gloves, white_background, choker

数据集属性

• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K