
# Dataset of beeswax/ビーズワクス/蜜蜡 (Arknights)

This is the dataset of beeswax/ビーズワクス/蜜蜡 (Arknights), containing 266 images and their tags.

The core tags of this character are `dark-skinned_female, dark_skin, horns, animal_ears, goat_horns, white_hair, yellow_eyes, goat_ears, bangs, long_hair, goat_girl, hair_between_eyes`, 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              |      266 | 476.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beeswax_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      266 | 215.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beeswax_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      697 | 504.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beeswax_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      266 | 388.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beeswax_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      697 | 796.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beeswax_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/beeswax_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 |        13 | ![](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_ribbon, long_sleeves, solo, white_dress, black_jacket, looking_at_viewer, off-shoulder_dress, open_jacket, bare_shoulders, black_footwear, boots, holding_staff, infection_monitor_(arknights), leg_ribbon, full_body, closed_mouth, collar, elite_ii_(arknights), sitting                                                            |
|   1 |         6 | ![](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_coat, collar, cowboy_shot, holding_staff, looking_at_viewer, solo, white_dress, infection_monitor_(arknights), long_sleeves, open_coat, wide_sleeves, simple_background, white_background, black_jacket, hood, parted_lips, standing                                                                                                  |
|   2 |        11 | ![](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, bare_shoulders, looking_at_viewer, off_shoulder, official_alternate_costume, solo, simple_background, upper_body, long_sleeves, white_cardigan, closed_mouth, white_background, blush, white_shirt, smile, white_jacket                                                                                                                     |
|   3 |        17 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, bare_shoulders, looking_at_viewer, off_shoulder, official_alternate_costume, solo, white_thighhighs, long_sleeves, black_shorts, very_long_hair, white_cardigan, short_shorts, simple_background, white_shirt, open_cardigan, sitting, jacket, white_background, parted_lips, sleeveless, black_footwear, breasts, full_body, shoes, thighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_ribbon   | long_sleeves   | solo   | white_dress   | black_jacket   | looking_at_viewer   | off-shoulder_dress   | open_jacket   | bare_shoulders   | black_footwear   | boots   | holding_staff   | infection_monitor_(arknights)   | leg_ribbon   | full_body   | closed_mouth   | collar   | elite_ii_(arknights)   | sitting   | black_coat   | cowboy_shot   | open_coat   | wide_sleeves   | simple_background   | white_background   | hood   | parted_lips   | standing   | off_shoulder   | official_alternate_costume   | upper_body   | white_cardigan   | blush   | white_shirt   | smile   | white_jacket   | white_thighhighs   | black_shorts   | very_long_hair   | short_shorts   | open_cardigan   | jacket   | sleeveless   | breasts   | shoes   | thighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:---------------|:-------|:--------------|:---------------|:--------------------|:---------------------|:--------------|:-----------------|:-----------------|:--------|:----------------|:--------------------------------|:-------------|:------------|:---------------|:---------|:-----------------------|:----------|:-------------|:--------------|:------------|:---------------|:--------------------|:-------------------|:-------|:--------------|:-----------|:---------------|:-----------------------------|:-------------|:-----------------|:--------|:--------------|:--------|:---------------|:-------------------|:---------------|:-----------------|:---------------|:----------------|:---------|:-------------|:----------|:--------|:---------|
|   0 |        13 | ![](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           | X              | X        | X                      | X         |              |               |             |                |                     |                    |        |               |            |                |                              |              |                  |         |               |         |                |                    |                |                  |                |                 |          |              |           |         |          |
|   1 |         6 | ![](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          |                |                              |              |                  |         |               |         |                |                    |                |                  |                |                 |          |              |           |         |          |
|   2 |        11 | ![](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              |                    |                |                  |                |                 |          |              |           |         |          |
|   3 |        17 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-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        |


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 beeswax/ビーズワクス/蜜蜡 (Arknights)
========================================


This is the dataset of beeswax/ビーズワクス/蜜蜡 (Arknights), containing 266 images and their tags.


The core tags of this character are 'dark-skinned\_female, dark\_skin, horns, animal\_ears, goat\_horns, white\_hair, yellow\_eyes, goat\_ears, bangs, long\_hair, goat\_girl, hair\_between\_eyes', 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