CyberHarem/vee_neuralcloud

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

# Dataset of vee/ヴィー/薇 (Neural Cloud)

This is the dataset of vee/ヴィー/薇 (Neural Cloud), containing 24 images and their tags.

The core tags of this character are `black_hair, breasts, eyewear_on_head, multicolored_hair, streaked_hair, pink_hair, sunglasses, bangs, blue_eyes, heterochromia, large_breasts, purple_eyes, long_hair, hair_bun, ahoge, tinted_eyewear`, 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 | 24 | 34.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vee_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 24 | 18.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vee_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 69 | 46.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vee_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 24 | 29.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vee_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 69 | 64.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vee_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/vee_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 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, solo, cleavage, jacket, bandaged_arm, holding, mole, smile, bandaged_leg, blush, braid, simple_background, stuffed_animal, stuffed_bunny, white_background, white_dress, :q, belt, mask, short_dress, single_hair_bun, thighs |
| 1 | 8 |  |  |  |  |  | 1girl, looking_at_viewer, smile, solo, bare_shoulders, cleavage, red_dress, hair_ornament, pink_eyes, sleeveless, virtual_youtuber, braid, hair_ribbon, open_mouth, pink_background, red_ribbon, round_eyewear, santa_dress, simple_background, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | cleavage | jacket | bandaged_arm | holding | mole | smile | bandaged_leg | blush | braid | simple_background | stuffed_animal | stuffed_bunny | white_background | white_dress | :q | belt | mask | short_dress | single_hair_bun | thighs | bare_shoulders | red_dress | hair_ornament | pink_eyes | sleeveless | virtual_youtuber | hair_ribbon | open_mouth | pink_background | red_ribbon | round_eyewear | santa_dress |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------|:---------|:---------------|:----------|:-------|:--------|:---------------|:--------|:--------|:--------------------|:-----------------|:----------------|:-------------------|:--------------|:-----|:-------|:-------|:--------------|:------------------|:---------|:-----------------|:------------|:----------------|:------------|:-------------|:-------------------|:--------------|:-------------|:------------------|:-------------|:----------------|:--------------|
| 0 | 8 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | |
| 1 | 8 |  |  |  |  |  | X | X | X | X | | | | | X | | | 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: Dataset of vee/ヴィー/薇 (Neural Cloud)

数据集内容

• 内容: 包含24张图像及其标签。
• 核心标签: black_hair, breasts, eyewear_on_head, multicolored_hair, streaked_hair, pink_hair, sunglasses, bangs, blue_eyes, heterochromia, large_breasts, purple_eyes, long_hair, hair_bun, ahoge, tinted_eyewear

数据集版本与下载

名称	图像数量	大小	下载链接	类型	描述
raw	24	34.14 MiB	下载	Waifuc-Raw	包含元信息的原始数据（最小边对齐至1400像素）
800	24	18.75 MiB	下载	IMG+TXT	短边不超过800像素的数据集
stage3-p480-800	69	46.38 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素
1200	24	29.96 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	69	64.55 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集使用

• 加载工具: 使用waifuc加载原始数据集。

数据集标签聚类

#	样本数	图像示例	标签
0	8	至	1girl, looking_at_viewer, solo, cleavage, jacket, bandaged_arm, holding, mole, smile, bandaged_leg, blush, braid, simple_background, stuffed_animal, stuffed_bunny, white_background, white_dress, :q, belt, mask, short_dress, single_hair_bun, thighs
1	8	至	1girl, looking_at_viewer, smile, solo, bare_shoulders, cleavage, red_dress, hair_ornament, pink_eyes, sleeveless, virtual_youtuber, braid, hair_ribbon, open_mouth, pink_background, red_ribbon, round_eyewear, santa_dress, simple_background, white_background