
# Dataset of kirara/キララ/绮良 (Arknights)

This is the dataset of kirara/キララ/绮良 (Arknights), containing 51 images and their tags.

The core tags of this character are `hair_ornament, multicolored_hair, short_hair, pink_hair, pointy_ears, purple_eyes, bangs, pink_eyes, blue_hair`, 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              |       51 | 81.54 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kirara_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       51 | 42.71 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kirara_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      124 | 87.67 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kirara_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       51 | 70.34 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kirara_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      124 | 131.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kirara_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/kirara_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 |        15 | ![](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, long_sleeves, solo, black_skirt, looking_at_viewer, tentacles, pleated_skirt, white_jacket, black_footwear, open_jacket, shirt, boots, full_body, hair_bobbles, holding, white_background, white_hair, closed_mouth, hair_between_eyes, simple_background, topknot              |
|   1 |         8 | ![](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, long_sleeves, off_shoulder, solo, bare_shoulders, collarbone, looking_at_viewer, pink_jacket, head-mounted_display, holding, smile, tentacles, two-tone_hair, upper_body, blush, closed_mouth, controller, purple_hair, scrunchie, simple_background, sitting, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | solo   | black_skirt   | looking_at_viewer   | tentacles   | pleated_skirt   | white_jacket   | black_footwear   | open_jacket   | shirt   | boots   | full_body   | hair_bobbles   | holding   | white_background   | white_hair   | closed_mouth   | hair_between_eyes   | simple_background   | topknot   | off_shoulder   | bare_shoulders   | collarbone   | pink_jacket   | head-mounted_display   | smile   | two-tone_hair   | upper_body   | blush   | controller   | purple_hair   | scrunchie   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------------|:--------------------|:------------|:----------------|:---------------|:-----------------|:--------------|:--------|:--------|:------------|:---------------|:----------|:-------------------|:-------------|:---------------|:--------------------|:--------------------|:----------|:---------------|:-----------------|:-------------|:--------------|:-----------------------|:--------|:----------------|:-------------|:--------|:-------------|:--------------|:------------|:----------|
|   0 |        15 | ![](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                   | X         |                |                  |              |               |                        |         |                 |              |         |              |               |             |           |
|   1 |         8 | ![](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         |


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 kirara/キララ/绮良 (Arknights)
====================================


This is the dataset of kirara/キララ/绮良 (Arknights), containing 51 images and their tags.


The core tags of this character are 'hair\_ornament, multicolored\_hair, short\_hair, pink\_hair, pointy\_ears, purple\_eyes, bangs, pink\_eyes, blue\_hair', 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