CyberHarem/panakeia_neuralcloud

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

# Dataset of panakeia/パナケイア/帕那刻亚 (Neural Cloud)

This is the dataset of panakeia/パナケイア/帕那刻亚 (Neural Cloud), containing 18 images and their tags.

The core tags of this character are `long_hair, bangs, double_bun, hair_bun, ahoge, pink_hair, pink_eyes, bow, red_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 | 18 | 23.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/panakeia_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 18 | 15.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/panakeia_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 40 | 30.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/panakeia_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 18 | 22.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/panakeia_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 40 | 40.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/panakeia_neuralcloud/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/panakeia_neuralcloud',
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 | 18 |  |  |  |  |  | looking_at_viewer, 1girl, solo, blush, shirt, open_mouth, jacket, skirt, holding, long_sleeves, off_shoulder |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | looking_at_viewer | 1girl | solo | blush | shirt | open_mouth | jacket | skirt | holding | long_sleeves | off_shoulder |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------|:--------|:-------|:--------|:--------|:-------------|:---------|:--------|:----------|:---------------|:---------------|
| 0 | 18 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述：panakeia/パナケイア/帕那刻亚 (Neural Cloud)

数据集基本信息

• 许可: 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

• 包含: 18张图片及其标签
• 核心标签: long_hair, bangs, double_bun, hair_bun, ahoge, pink_hair, pink_eyes, bow, red_hair

数据集下载

• raw: 18张图片，23.38 MiB
  • 类型: Waifuc-Raw
  • 描述: 原始数据，包含元信息（最小边对齐至1400像素，如果更大）
• 800: 18张图片，15.58 MiB
  • 类型: IMG+TXT
  • 描述: 短边不超过800像素的图片集
• stage3-p480-800: 40张图片，30.62 MiB
  • 类型: IMG+TXT
  • 描述: 三阶段裁剪数据集，区域不小于480x480像素
• 1200: 18张图片，22.10 MiB
  • 类型: IMG+TXT
  • 描述: 短边不超过1200像素的图片集
• stage3-p480-1200: 40张图片，40.56 MiB
  • 类型: IMG+TXT
  • 描述: 三阶段裁剪数据集，区域不小于480x480像素

数据集加载

• 加载工具: waifuc
• 加载方法: 使用提供的Python代码从Hugging Face Hub下载并解压数据集，然后使用waifuc加载数据集。

数据集标签聚类结果

• 示例: 包含5张图片，展示了标签如looking_at_viewer, 1girl, solo, blush等。
• 格式: 提供文本和表格两种格式展示标签聚类结果。