
# Dataset of ashlock/アッシュロック/灰毫 (Arknights)

This is the dataset of ashlock/アッシュロック/灰毫 (Arknights), containing 62 images and their tags.

The core tags of this character are `animal_ears, grey_hair, short_hair, grey_eyes, tail, breasts, squirrel_ears, bangs, squirrel_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              |       62 | 98.87 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ashlock_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       62 | 49.10 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ashlock_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      136 | 104.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashlock_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       62 | 82.98 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/ashlock_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      136 | 162.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ashlock_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/ashlock_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 |         7 | ![](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, boots, closed_mouth, full_body, black_footwear, black_shorts, holding_shield, thighhighs, holding_polearm, horse_ears, knee_pads, visor_(armor)                                                                                                                                                                                                 |
|   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) | black_shorts, closed_mouth, feather_hair, gauntlets, high-waist_shorts, long_hair, visor_(armor), white_shirt, yellow_eyes, armored_boots, black_cape, long_sleeves, thigh_strap, weapon, looking_at_viewer, medium_breasts, simple_background, white_background, 1girl, 2girls, black_skirt, brown_cape, brown_hair, gloves, helmet, leaning_forward, outdoors, solo, standing |
|   2 |        26 | ![](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, cleavage, looking_at_viewer, shirt, navel, simple_background, midriff, oripathy_lesion_(arknights), white_background, crop_top, medium_breasts, squirrel_tail, visor_(armor), brown_hair, shorts, upper_body                                                                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | boots   | closed_mouth   | full_body   | black_footwear   | black_shorts   | holding_shield   | thighhighs   | holding_polearm   | horse_ears   | knee_pads   | visor_(armor)   | feather_hair   | gauntlets   | high-waist_shorts   | long_hair   | white_shirt   | yellow_eyes   | armored_boots   | black_cape   | long_sleeves   | thigh_strap   | weapon   | medium_breasts   | simple_background   | white_background   | 2girls   | black_skirt   | brown_cape   | brown_hair   | gloves   | helmet   | leaning_forward   | outdoors   | standing   | cleavage   | shirt   | navel   | midriff   | oripathy_lesion_(arknights)   | crop_top   | squirrel_tail   | shorts   | upper_body   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:---------------|:------------|:-----------------|:---------------|:-----------------|:-------------|:------------------|:-------------|:------------|:----------------|:---------------|:------------|:--------------------|:------------|:--------------|:--------------|:----------------|:-------------|:---------------|:--------------|:---------|:-----------------|:--------------------|:-------------------|:---------|:--------------|:-------------|:-------------|:---------|:---------|:------------------|:-----------|:-----------|:-----------|:--------|:--------|:----------|:------------------------------|:-----------|:----------------|:---------|:-------------|
|   0 |         7 | ![](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               |                |             |                     |             |               |               |                 |              |                |               |          |                  |                     |                    |          |               |              |              |          |          |                   |            |            |            |         |         |           |                               |            |                 |          |              |
|   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          |            |         |         |           |                               |            |                 |          |              |
|   2 |        26 | ![](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            |


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 ashlock/アッシュロック/灰毫 (Arknights)
=========================================


This is the dataset of ashlock/アッシュロック/灰毫 (Arknights), containing 62 images and their tags.


The core tags of this character are 'animal\_ears, grey\_hair, short\_hair, grey\_eyes, tail, breasts, squirrel\_ears, bangs, squirrel\_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