CyberHarem/highmore_arknights

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

# Dataset of highmore/ハイモア/海沫 (Arknights)

This is the dataset of highmore/ハイモア/海沫 (Arknights), containing 67 images and their tags.

The core tags of this character are `long_hair, black_hair, pointy_ears, blue_eyes, breasts, very_long_hair, multicolored_hair, horns`, 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 | 67 | 145.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 67 | 115.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 181 | 217.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/highmore_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/highmore_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 | 30 |  |  |  |  |  | 1girl, solo, bare_shoulders, looking_at_viewer, white_dress, long_sleeves, black_dress, white_thighhighs, garter_straps, detached_sleeves, bubble, holding_scythe, holding_weapon, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | bare_shoulders | looking_at_viewer | white_dress | long_sleeves | black_dress | white_thighhighs | garter_straps | detached_sleeves | bubble | holding_scythe | holding_weapon | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-----------------|:--------------------|:--------------|:---------------|:--------------|:-------------------|:----------------|:-------------------|:---------|:-----------------|:-----------------|:-------------------|
| 0 | 30 |  |  |  |  |  | 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 highmore/ハイモア/海沫 (Arknights)

数据集内容

• 图像数量：67张
• 图像标签：包含核心标签如long_hair, black_hair, pointy_ears, blue_eyes, breasts, very_long_hair, multicolored_hair, horns

数据集来源

• 图像来源：多个网站，如danbooru, pixiv, zerochan等
• 自动爬虫系统：由DeepGHS Team开发

数据集包

名称	图像数量	大小	类型	描述
raw	67	145.37 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐至1400像素（如果更大）
1200	67	115.24 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	181	217.60 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集使用

• 加载方式：提供原始数据集供waifuc加载

标签聚类结果

• 示例：展示了一个包含30个样本的聚类，包含多个图像和详细标签描述，如1girl, solo, bare_shoulders等。