
# Dataset of viviana/薇薇安娜 (Arknights)

This is the dataset of viviana/薇薇安娜 (Arknights), containing 213 images and their tags.

The core tags of this character are `long_hair, animal_ears, blonde_hair, deer_ears, breasts, bangs, blue_eyes, ears_through_headwear, hair_between_eyes, very_long_hair, large_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              |      213 | 432.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viviana_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      213 | 203.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viviana_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      521 | 438.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viviana_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      213 | 361.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viviana_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      521 | 681.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viviana_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/viviana_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 |        22 | ![](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, black_dress, hood_up, solo, white_cape, hooded_cape, closed_mouth, smile, candle, holding, looking_at_viewer, black_gloves, cowboy_shot, simple_background, belt, gauntlets                                                               |
|   1 |        11 | ![](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, black_dress, hood_up, solo, black_gloves, closed_mouth, gauntlets, white_cape, holding_sword, hooded_cape, candle, smile, looking_at_viewer, upper_body, cowboy_shot                                                                      |
|   2 |         5 | ![](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, black_dress, holding_sword, hood_up, hooded_cape, looking_at_viewer, solo, white_cape, armored_boots, full_body, gauntlets, standing, black_gloves, candlestand, closed_mouth, fire, high_heel_boots, simple_background, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | hood_up   | solo   | white_cape   | hooded_cape   | closed_mouth   | smile   | candle   | holding   | looking_at_viewer   | black_gloves   | cowboy_shot   | simple_background   | belt   | gauntlets   | holding_sword   | upper_body   | armored_boots   | full_body   | standing   | candlestand   | fire   | high_heel_boots   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:----------|:-------|:-------------|:--------------|:---------------|:--------|:---------|:----------|:--------------------|:---------------|:--------------|:--------------------|:-------|:------------|:----------------|:-------------|:----------------|:------------|:-----------|:--------------|:-------|:------------------|:-------------------|
|   0 |        22 | ![](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             | X                   | X      | X           |                 |              |                 |             |            |               |        |                   |                    |
|   1 |        11 | ![](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            |                 |             |            |               |        |                   |                    |
|   2 |         5 | ![](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 viviana/薇薇安娜 (Arknights)
===================================


This is the dataset of viviana/薇薇安娜 (Arknights), containing 213 images and their tags.


The core tags of this character are 'long\_hair, animal\_ears, blonde\_hair, deer\_ears, breasts, bangs, blue\_eyes, ears\_through\_headwear, hair\_between\_eyes, very\_long\_hair, large\_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(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