
# Dataset of beagle/ビーグル/米格鲁 (Arknights)

This is the dataset of beagle/ビーグル/米格鲁 (Arknights), containing 66 images and their tags.

The core tags of this character are `ahoge, short_hair, orange_hair, glasses, hair_ornament, semi-rimless_eyewear, under-rim_eyewear, hairclip, red-framed_eyewear, orange_eyes, red_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              |       66 | 84.37 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/beagle_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       66 | 44.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/beagle_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      145 | 97.64 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/beagle_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       66 | 71.31 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/beagle_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      145 | 148.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/beagle_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/beagle_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) | black_jacket, open_jacket, 1girl, turtleneck_sweater, solo, looking_at_viewer, yellow_sweater, long_sleeves, black_skirt, open_mouth, simple_background, smile, white_background, id_card, bangs, blue_gloves, holding_shield, brown_sweater                                                                                                                                                                |
|   1 |         5 | ![](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, :d, blush, open_jacket, open_mouth, upper_body, black_jacket, long_sleeves, red_hair, simple_background, solo, turtleneck_sweater, looking_at_viewer, red_ribbon, upper_teeth_only, bangs, blue_gloves, closed_eyes, feather_hair, hand_up, hood_down, id_card, infection_monitor_(arknights), lanyard, pink_background, red_background, two_side_up, white_background, white_border, yellow_sweater |
|   2 |         9 | ![](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, solo, black_jacket, shirt, fur-trimmed_jacket, black_gloves, open_jacket, simple_background, looking_at_viewer, official_alternate_costume, upper_body, open_mouth, smile, twintails, white_background                                                                                                                                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | black_jacket   | open_jacket   | 1girl   | turtleneck_sweater   | solo   | looking_at_viewer   | yellow_sweater   | long_sleeves   | black_skirt   | open_mouth   | simple_background   | smile   | white_background   | id_card   | bangs   | blue_gloves   | holding_shield   | brown_sweater   | :d   | blush   | upper_body   | red_hair   | red_ribbon   | upper_teeth_only   | closed_eyes   | feather_hair   | hand_up   | hood_down   | infection_monitor_(arknights)   | lanyard   | pink_background   | red_background   | two_side_up   | white_border   | shirt   | fur-trimmed_jacket   | black_gloves   | official_alternate_costume   | twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:---------------|:--------------|:--------|:---------------------|:-------|:--------------------|:-----------------|:---------------|:--------------|:-------------|:--------------------|:--------|:-------------------|:----------|:--------|:--------------|:-----------------|:----------------|:-----|:--------|:-------------|:-----------|:-------------|:-------------------|:--------------|:---------------|:----------|:------------|:--------------------------------|:----------|:------------------|:-----------------|:--------------|:---------------|:--------|:---------------------|:---------------|:-----------------------------|:------------|
|   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             | X                | X               |      |         |              |            |              |                    |               |                |           |             |                                 |           |                   |                  |               |                |         |                      |                |                              |             |
|   1 |         5 | ![](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              |         |                      |                |                              |             |
|   2 |         9 | ![](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           |


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 beagle/ビーグル/米格鲁 (Arknights)
======================================


This is the dataset of beagle/ビーグル/米格鲁 (Arknights), containing 66 images and their tags.


The core tags of this character are 'ahoge, short\_hair, orange\_hair, glasses, hair\_ornament, semi-rimless\_eyewear, under-rim\_eyewear, hairclip, red-framed\_eyewear, orange\_eyes, red\_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
passage: 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