CyberHarem/choco_neuralcloud

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

# Dataset of choco/チョコ/巧可 (Neural Cloud)

This is the dataset of choco/チョコ/巧可 (Neural Cloud), containing 96 images and their tags.

The core tags of this character are `hair_ornament, long_hair, blue_eyes, breasts, hat, braid, blonde_hair, bangs, beret, medium_breasts, single_braid`, 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 | 96 | 126.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 96 | 74.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 239 | 162.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 96 | 112.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_neuralcloud/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 239 | 225.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/choco_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/choco_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 | 13 |  |  |  |  |  | 1girl, arm_warmers, blush, solo, looking_at_viewer, assault_rifle, chocolate_bar, food_in_mouth, white_shirt, brown_hair, holding_gun, layered_skirt, simple_background, belt_pouch, boots, brown_headwear, buttons, hair_ribbon, short_sleeves, white_background, brown_skirt, full_body, hair_between_eyes, mouth_hold |
| 1 | 6 |  |  |  |  |  | 1girl, gloves, solo, headset, looking_at_viewer, military_uniform, blush, camouflage, load_bearing_vest, long_sleeves, scarf, bandana, hair_between_eyes, hair_bow, helmet, holding_gun, jacket, m4_carbine, smile |
| 2 | 8 |  |  |  |  |  | 1girl, blush, spread_legs, nipples, 1boy, cum_in_pussy, hetero, solo_focus, tears, bar_censor, korean_text, navel, nude, open_mouth, penis, after_sex, brown_hair, heart, on_back, vaginal |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | arm_warmers | blush | solo | looking_at_viewer | assault_rifle | chocolate_bar | food_in_mouth | white_shirt | brown_hair | holding_gun | layered_skirt | simple_background | belt_pouch | boots | brown_headwear | buttons | hair_ribbon | short_sleeves | white_background | brown_skirt | full_body | hair_between_eyes | mouth_hold | gloves | headset | military_uniform | camouflage | load_bearing_vest | long_sleeves | scarf | bandana | hair_bow | helmet | jacket | m4_carbine | smile | spread_legs | nipples | 1boy | cum_in_pussy | hetero | solo_focus | tears | bar_censor | korean_text | navel | nude | open_mouth | penis | after_sex | heart | on_back | vaginal |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:--------|:-------|:--------------------|:----------------|:----------------|:----------------|:--------------|:-------------|:--------------|:----------------|:--------------------|:-------------|:--------|:-----------------|:----------|:--------------|:----------------|:-------------------|:--------------|:------------|:--------------------|:-------------|:---------|:----------|:-------------------|:-------------|:--------------------|:---------------|:--------|:----------|:-----------|:---------|:---------|:-------------|:--------|:--------------|:----------|:-------|:---------------|:---------|:-------------|:--------|:-------------|:--------------|:--------|:-------|:-------------|:--------|:------------|:--------|:----------|:----------|
| 0 | 13 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | X | | X | X | X | | | | | | X | | | | | | | | | | | | X | | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 2 | 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 choco/チョコ/巧可 (Neural Cloud)
• 描述: 包含96张图像及其标签的数据集。

数据集内容

• 核心标签: hair_ornament, long_hair, blue_eyes, breasts, hat, braid, blonde_hair, bangs, beret, medium_breasts, single_braid
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等。

数据集版本

名称	图像数量	大小	类型	描述
raw	96	126.88 MiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
800	96	74.63 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	239	162.11 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	96	112.65 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	239	225.97 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 加载方式: 提供用于waifuc加载的原始数据集。
• 示例代码: 用于从Hugging Face Hub下载并加载数据集的Python代码。

标签集群

#	样本数	标签示例
0	13	1girl, arm_warmers, blush, solo, looking_at_viewer, assault_rifle, ...
1	6	1girl, gloves, solo, headset, looking_at_viewer, military_uniform, ...
2	8	1girl, blush, spread_legs, nipples, 1boy, cum_in_pussy, ...