CyberHarem/iris_arknights

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

# Dataset of iris/アイリス/爱丽丝 (Arknights)

This is the dataset of iris/アイリス/爱丽丝 (Arknights), containing 44 images and their tags.

The core tags of this character are `long_hair, animal_ears, blue_eyes, hair_ornament, cat_ears, bow, hair_bow, hair_flower, very_long_hair, blonde_hair, parted_bangs, animal_ear_fluff, black_bow, brown_hair, drill_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 | 44 | 86.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iris_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 44 | 71.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iris_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 108 | 132.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/iris_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/iris_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, long_sleeves, solo, black_jacket, looking_at_viewer, closed_mouth, white_shirt, blue_rose, open_jacket, blue_skirt, frills, blue_nails, holding_fan, folding_fan, staff |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | long_sleeves | solo | black_jacket | looking_at_viewer | closed_mouth | white_shirt | blue_rose | open_jacket | blue_skirt | frills | blue_nails | holding_fan | folding_fan | staff |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:---------------|:--------------------|:---------------|:--------------|:------------|:--------------|:-------------|:---------|:-------------|:--------------|:--------------|:--------|
| 0 | 15 |  |  |  |  |  | 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

• 名称: iris/アイリス/爱丽丝 (Arknights)

数据集内容

• 包含: 44张图像及其标签
• 核心标签: long_hair, animal_ears, blue_eyes, hair_ornament, cat_ears, bow, hair_bow, hair_flower, very_long_hair, blonde_hair, parted_bangs, animal_ear_fluff, black_bow, brown_hair, drill_hair

数据集来源

• 来源: 多个网站（如danbooru, pixiv, zerochan等）
• 爬虫系统: 由DeepGHS Team提供

数据集版本

• 版本:
  • raw: 44张图像，86.29 MiB
  • 1200: 44张图像，71.10 MiB
  • stage3-p480-1200: 108张图像，132.29 MiB

数据集使用

• 加载工具: 使用waifuc加载原始数据集

数据集标签聚类

• 聚类结果:
  • 样本数: 15
  • 标签: 1girl, long_sleeves, solo, black_jacket, looking_at_viewer, closed_mouth, white_shirt, blue_rose, open_jacket, blue_skirt, frills, blue_nails, holding_fan, folding_fan, staff