CyberHarem/antonina_neuralcloud

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

# Dataset of antonina/アントニーナ/安冬妮娜 (Neural Cloud)

This is the dataset of antonina/アントニーナ/安冬妮娜 (Neural Cloud), containing 34 images and their tags.

The core tags of this character are `long_hair, yellow_eyes, hat, headphones, bangs, hair_between_eyes, white_headwear, aqua_hair, green_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 | 34 | 55.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/antonina_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 34 | 27.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/antonina_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 72 | 54.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/antonina_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 34 | 45.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/antonina_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 72 | 83.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/antonina_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/antonina_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 | 34 |  |  |  |  |  | 1girl, looking_at_viewer, solo, black_gloves, holding, long_sleeves, jacket, blush, closed_mouth, open_clothes, black_thighhighs, sitting, black_shirt |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | black_gloves | holding | long_sleeves | jacket | blush | closed_mouth | open_clothes | black_thighhighs | sitting | black_shirt |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:---------------|:----------|:---------------|:---------|:--------|:---------------|:---------------|:-------------------|:----------|:--------------|
| 0 | 34 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集信息

• 名称: Dataset of antonina/アントニーナ/安冬妮娜 (Neural Cloud)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 34张
• 核心标签: long_hair, yellow_eyes, hat, headphones, bangs, hair_between_eyes, white_headwear, aqua_hair, green_hair

数据包列表

名称	图像数量	大小	类型	描述
raw	34	55.54 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	34	27.67 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	72	54.94 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	34	45.72 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	72	83.31 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图像示例1	图像示例2	图像示例3	图像示例4	图像示例5	标签
0	34						1girl, looking_at_viewer, solo, black_gloves, holding, long_sleeves, jacket, blush, closed_mouth, open_clothes, black_thighhighs, sitting, black_shirt

表格版本

#	样本数量	图像示例1	图像示例2	图像示例3	图像示例4	图像示例5	1girl	looking_at_viewer	solo	black_gloves	holding	long_sleeves	jacket	blush	closed_mouth	open_clothes	black_thighhighs	sitting	black_shirt
0	34						X	X	X	X	X	X	X	X	X	X	X	X	X