
# 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 128 images and their tags.

The core tags of this character are `animal_ears, wolf_ears, tail, wolf_tail, yellow_eyes, purple_hair, long_hair, bangs, hair_between_eyes, braid, breasts, large_tail, single_braid, wolf_girl`, 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              |      128 | 226.50 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). |
| 800              |      128 | 102.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/provence_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      339 | 235.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/provence_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      128 | 184.85 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 |      339 | 361.23 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 |        19 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | 1girl, looking_at_viewer, solo, short_sleeves, simple_background, white_background, black_gloves, open_mouth, upper_body, :d, blush, closed_mouth, shirt                                                                                                                                                                                                               |
|   1 |        29 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 1girl, solo, looking_at_viewer, official_alternate_costume, navel, stomach, short_shorts, short_sleeves, cleavage, cowboy_shot, crop_top, black_shorts, midriff, open_mouth, smile, black_bikini, blue_sky, medium_breasts, thighs, white_shirt, bare_shoulders, blush, day, gloves, outdoors, standing, hip_vent, holding, white_background, cloud, simple_background |
|   2 |         6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | 1girl, blush, hetero, nipples, penis, pussy, sex, solo_focus, vaginal, 1boy, completely_nude, large_breasts, navel, open_mouth, spread_legs, extra_ears, mosaic_censoring, sweat, tongue_out                                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | short_sleeves   | simple_background   | white_background   | black_gloves   | open_mouth   | upper_body   | :d   | blush   | closed_mouth   | shirt   | official_alternate_costume   | navel   | stomach   | short_shorts   | cleavage   | cowboy_shot   | crop_top   | black_shorts   | midriff   | smile   | black_bikini   | blue_sky   | medium_breasts   | thighs   | white_shirt   | bare_shoulders   | day   | gloves   | outdoors   | standing   | hip_vent   | holding   | cloud   | hetero   | nipples   | penis   | pussy   | sex   | solo_focus   | vaginal   | 1boy   | completely_nude   | large_breasts   | spread_legs   | extra_ears   | mosaic_censoring   | sweat   | tongue_out   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:----------------|:--------------------|:-------------------|:---------------|:-------------|:-------------|:-----|:--------|:---------------|:--------|:-----------------------------|:--------|:----------|:---------------|:-----------|:--------------|:-----------|:---------------|:----------|:--------|:---------------|:-----------|:-----------------|:---------|:--------------|:-----------------|:------|:---------|:-----------|:-----------|:-----------|:----------|:--------|:---------|:----------|:--------|:--------|:------|:-------------|:----------|:-------|:------------------|:----------------|:--------------|:-------------|:-------------------|:--------|:-------------|
|   0 |        19 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X                   | X      | X               | X                   | X                  | X              | X            | X            | X    | X       | X              | X       |                              |         |           |                |            |               |            |                |           |         |                |            |                  |          |               |                  |       |          |            |            |            |           |         |          |           |         |         |       |              |           |        |                   |                 |               |              |                    |         |              |
|   1 |        29 | ![](samples/1/clu1-sample0.png) | ![](samples/1/clu1-sample1.png) | ![](samples/1/clu1-sample2.png) | ![](samples/1/clu1-sample3.png) | ![](samples/1/clu1-sample4.png) | 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 |         6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | X       |                     |        |                 |                     |                    |                | X            |              |      | X       |                |         |                              | X       |           |                |            |               |            |                |           |         |                |            |                  |          |               |                  |       |          |            |            |            |           |         | X        | X         | X       | X       | X     | X            | X         | X      | X                 | X               | X             | X            | X                  | X       | X            |


task_categories:text-to-image size_categories:n<1K license:mit art not-for-all-audiences region:us
{"license": "mit", "size_categories": ["n<1K"], "task_categories": ["text-to-image"], "tags": ["art", "not-for-all-audiences"]}
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 

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 128 images and their tags.


The core tags of this character are 'animal\_ears, wolf\_ears, tail, wolf\_tail, yellow\_eyes, purple\_hair, long\_hair, bangs, hair\_between\_eyes, braid, breasts, large\_tail, single\_braid, wolf\_girl', 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(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version