
# Dataset of kjera/イェラ/耶拉 (Arknights)

This is the dataset of kjera/イェラ/耶拉 (Arknights), containing 130 images and their tags.

The core tags of this character are `black_hair, blue_eyes, short_hair, bangs, blue_hair, multicolored_hair, breasts, large_breasts, maid_headdress`, 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              |      130 | 228.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kjera_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      130 | 107.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kjera_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      323 | 240.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kjera_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      130 | 189.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kjera_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      323 | 378.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kjera_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/kjera_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 |        18 | ![](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, bare_shoulders, solo, white_dress, detached_collar, looking_at_viewer, maid, strapless_dress, upper_body, cleavage, detached_sleeves, official_alternate_costume, pendant, smile, necklace, blue_lips, long_sleeves, simple_background, white_background                           |
|   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, bare_shoulders, black_pantyhose, detached_sleeves, long_sleeves, looking_at_viewer, maid, official_alternate_costume, solo, strapless_dress, white_dress, black_footwear, pendant, smile, tail, blue_lips, blue_nails, cleavage, full_body, high_heels, necklace, white_background |
|   2 |        23 | ![](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, smile, looking_at_viewer, long_sleeves, necklace, white_dress, simple_background, hair_ornament, white_background, ahoge, blue_nails, nail_polish, upper_body, medium_breasts                                                                                                |
|   3 |         8 | ![](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, simple_background, solo, cowboy_shot, white_background, blush, white_dress, necklace, alternate_hair_length, bare_arms, long_hair, sleeveless_dress, tail, two-tone_hair, parted_lips, shirt, white_hair, white_pupils                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | solo   | white_dress   | detached_collar   | looking_at_viewer   | maid   | strapless_dress   | upper_body   | cleavage   | detached_sleeves   | official_alternate_costume   | pendant   | smile   | necklace   | blue_lips   | long_sleeves   | simple_background   | white_background   | black_pantyhose   | black_footwear   | tail   | blue_nails   | full_body   | high_heels   | hair_ornament   | ahoge   | nail_polish   | medium_breasts   | cowboy_shot   | blush   | alternate_hair_length   | bare_arms   | long_hair   | sleeveless_dress   | two-tone_hair   | parted_lips   | shirt   | white_hair   | white_pupils   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:--------------|:------------------|:--------------------|:-------|:------------------|:-------------|:-----------|:-------------------|:-----------------------------|:----------|:--------|:-----------|:------------|:---------------|:--------------------|:-------------------|:------------------|:-----------------|:-------|:-------------|:------------|:-------------|:----------------|:--------|:--------------|:-----------------|:--------------|:--------|:------------------------|:------------|:------------|:-------------------|:----------------|:--------------|:--------|:-------------|:---------------|
|   0 |        18 | ![](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                  |                   |                  |        |              |             |              |                 |         |               |                  |               |         |                         |             |             |                    |                 |               |         |              |                |
|   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                | X      | X            | X           | X            |                 |         |               |                  |               |         |                         |             |             |                    |                 |               |         |              |                |
|   2 |        23 | ![](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                |               |         |                         |             |             |                    |                 |               |         |              |                |
|   3 |         8 | ![](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              |


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 kjera/イェラ/耶拉 (Arknights)
===================================


This is the dataset of kjera/イェラ/耶拉 (Arknights), containing 130 images and their tags.


The core tags of this character are 'black\_hair, blue\_eyes, short\_hair, bangs, blue\_hair, multicolored\_hair, breasts, large\_breasts, maid\_headdress', 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