CyberHarem/souchun_neuralcloud

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

# Dataset of souchun/藪春/薮春 (Neural Cloud)

This is the dataset of souchun/藪春/薮春 (Neural Cloud), containing 28 images and their tags.

The core tags of this character are `long_hair, brown_hair, bangs, breasts, red_eyes, hair_ornament, large_breasts, brown_eyes`, 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 | 28 | 31.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souchun_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 28 | 20.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souchun_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 55 | 35.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souchun_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 28 | 29.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souchun_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 55 | 48.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/souchun_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/souchun_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 | 5 |  |  |  |  |  | 1girl, closed_mouth, solo, black_gloves, black_hair, fingerless_gloves, green_shirt, headphones, simple_background, white_background, armband, collared_shirt, looking_at_viewer, military_uniform, short_sleeves, hair_between_eyes, holding_gun, pouch |
| 1 | 10 |  |  |  |  |  | 1girl, solo, cleavage, looking_at_viewer, smile, bare_shoulders, dress, chinese_clothes, flower, earrings |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | closed_mouth | solo | black_gloves | black_hair | fingerless_gloves | green_shirt | headphones | simple_background | white_background | armband | collared_shirt | looking_at_viewer | military_uniform | short_sleeves | hair_between_eyes | holding_gun | pouch | cleavage | smile | bare_shoulders | dress | chinese_clothes | flower | earrings |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:---------------|:-------------|:--------------------|:--------------|:-------------|:--------------------|:-------------------|:----------|:-----------------|:--------------------|:-------------------|:----------------|:--------------------|:--------------|:--------|:-----------|:--------|:-----------------|:--------|:------------------|:---------|:-----------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | | X | | | | | | | | | | X | | | | | | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

基本信息

• 名称: souchun/藪春/薮春 (Neural Cloud)
• 包含内容: 28张图像及其标签
• 核心标签: long_hair, brown_hair, bangs, breasts, red_eyes, hair_ornament, large_breasts, brown_eyes
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集包

名称	图像数量	大小	类型	描述
raw	28	31.80 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）
800	28	20.68 MiB	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	55	35.94 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	28	29.46 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	55	48.28 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

集群列表

#	样本数	图像示例	标签
0	5	至	1girl, closed_mouth, solo, black_gloves, black_hair, fingerless_gloves, green_shirt, headphones, simple_background, white_background, armband, collared_shirt, looking_at_viewer, military_uniform, short_sleeves, hair_between_eyes, holding_gun, pouch
1	10	至	1girl, solo, cleavage, looking_at_viewer, smile, bare_shoulders, dress, chinese_clothes, flower, earrings