CyberHarem/provence_arknights

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

# Dataset of provence/プロヴァンス/普罗旺斯 (Arknights)

This is the dataset of provence/プロヴァンス/普罗旺斯 (Arknights), containing 153 images and their tags.

The core tags of this character are `animal_ears, wolf_ears, tail, long_hair, purple_hair, wolf_tail, yellow_eyes, braid, hair_between_eyes, wolf_girl, breasts, large_tail, single_braid, medium_breasts`, 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 | 153 | 252.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/provence_arknights/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 153 | 207.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/provence_arknights/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 398 | 409.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/provence_arknights/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/provence_arknights',
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 | 17 |  |  |  |  |  | 1girl, looking_at_viewer, solo, simple_background, white_background, black_gloves, upper_body, jacket, :d, open_mouth, hood, puffy_short_sleeves, purple_shirt |
| 1 | 7 |  |  |  |  |  | 1girl, bare_shoulders, black_shorts, cleavage, hip_vent, looking_at_viewer, navel, official_alternate_costume, short_shorts, solo, stomach, black_bikini, cowboy_shot, midriff, short_sleeves, thighs, hand_up, open_mouth, shirt, single_glove, :d, blue_gloves, crop_top, fingerless_gloves, holding_food, popsicle, standing, thigh_strap, bikini_under_clothes, clothing_cutout, groin, off_shoulder, simple_background, white_background |
| 2 | 7 |  |  |  |  |  | 1girl, blush, hetero, open_mouth, solo_focus, 1boy, large_breasts, navel, nipples, penis, sex, vaginal, mosaic_censoring, extra_ears, looking_at_viewer, spread_legs, completely_nude, cum_in_pussy, cum_overflow, lying, tongue_out |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | simple_background | white_background | black_gloves | upper_body | jacket | :d | open_mouth | hood | puffy_short_sleeves | purple_shirt | bare_shoulders | black_shorts | cleavage | hip_vent | navel | official_alternate_costume | short_shorts | stomach | black_bikini | cowboy_shot | midriff | short_sleeves | thighs | hand_up | shirt | single_glove | blue_gloves | crop_top | fingerless_gloves | holding_food | popsicle | standing | thigh_strap | bikini_under_clothes | clothing_cutout | groin | off_shoulder | blush | hetero | solo_focus | 1boy | large_breasts | nipples | penis | sex | vaginal | mosaic_censoring | extra_ears | spread_legs | completely_nude | cum_in_pussy | cum_overflow | lying | tongue_out |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------------------|:-------------------|:---------------|:-------------|:---------|:-----|:-------------|:-------|:----------------------|:---------------|:-----------------|:---------------|:-----------|:-----------|:--------|:-----------------------------|:---------------|:----------|:---------------|:--------------|:----------|:----------------|:---------|:----------|:--------|:---------------|:--------------|:-----------|:--------------------|:---------------|:-----------|:-----------|:--------------|:-----------------------|:------------------|:--------|:---------------|:--------|:---------|:-------------|:-------|:----------------|:----------|:--------|:------|:----------|:-------------------|:-------------|:--------------|:------------------|:---------------|:---------------|:--------|:-------------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | X | X | X | | | | X | X | | | | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | 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：Dataset of provence/プロヴァンス/普罗旺斯 (Arknights)

数据集基本信息

• 许可证: MIT
• 任务类别: 文本到图像
• 标签: 艺术, 不适用于所有观众
• 大小类别: 小于1K

数据集内容

• 包含内容: 153张图像及其标签
• 核心标签: animal_ears, wolf_ears, tail, long_hair, purple_hair, wolf_tail, yellow_eyes, braid, hair_between_eyes, wolf_girl, breasts, large_tail, single_braid, medium_breasts

数据集来源

• 图像来源: 多个网站，如danbooru, pixiv, zerochan等
• 自动爬虫系统: DeepGHS Team

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	153	252.16 MiB	下载	Waifuc-Raw	包含元信息的原始数据（如果较大，则最小边缘对齐到1400）
1200	153	207.20 MiB	下载	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	398	409.73 MiB	下载	IMG+TXT	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
• 加载代码示例: 提供了一个Python代码示例，用于从Hugging Face Hub下载并加载数据集。

数据集标签聚类列表

• 聚类结果: 列出了标签聚类的结果，可能包含可挖掘的服装信息。
• 示例: 提供了三个聚类示例，每个示例包含5张图像及其对应的标签。