
# Dataset of exusiai/エクシア/能天使 (Arknights)

This is the dataset of exusiai/エクシア/能天使 (Arknights), containing 500 images and their tags.

The core tags of this character are `red_hair, halo, short_hair, bangs, wings, hair_over_one_eye, red_eyes, breasts`, 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              |      500 | 862.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/exusiai_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 411.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/exusiai_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1241 | 907.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/exusiai_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 725.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/exusiai_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1241 | 1.38 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/exusiai_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/exusiai_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 |         8 | ![](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_gloves, black_pantyhose, fingerless_gloves, gloves, jacket, looking_at_viewer, pantyhose, short_sleeves, smile, solo, white_jacket, belt, black_skirt, simple_background, skirt, white_background, hand_up, miniskirt, w, closed_mouth, cowboy_shot, black_belt, sitting, standing                                  |
|   1 |        11 | ![](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_gloves, black_pantyhose, fingerless_gloves, gloves, gun, holding, holding_gun, holding_weapon, jacket, looking_at_viewer, pantyhose, skirt, solo, weapon, white_jacket, black_skirt, submachine_gun, smile, black_footwear, belt, shoes, short_sleeves, closed_mouth, id_card, full_body                            |
|   2 |         5 | ![](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, black_gloves, brown_eyes, closed_mouth, fingerless_gloves, gloves, hand_up, jacket, looking_at_viewer, smile, solo, upper_body, white_background, white_jacket, simple_background, index_finger_raised, short_sleeves, v                                                                                                  |
|   3 |         5 | ![](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, black_gloves, fingerless_gloves, gloves, jacket, looking_at_viewer, simple_background, smile, solo, white_background, blush, closed_mouth, white_jacket, upper_body, brown_eyes, orange_eyes, portrait                                                                                                                    |
|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, jacket, looking_at_viewer, solo, upper_body, white_jacket, black_gloves, fingerless_gloves, gloves, open_mouth, smile, detached_wings, energy_wings, id_card, simple_background, short_sleeves                                                                                                                            |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, jacket, simple_background, solo, white_background, looking_at_viewer, smile, white_jacket, upper_body, closed_mouth, parted_lips                                                                                                                                                                                          |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, ^_^, black_gloves, blush, closed_eyes, fingerless_gloves, food, gloves, holding, jacket, smile, upper_body, white_jacket, eating, food_on_face, holding_food, solo, white_background, :t, closed_mouth, detached_wings, short_sleeves, simple_background, hair_between_eyes, hand_on_own_cheek, hand_on_own_face, hand_up |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, bare_shoulders, bikini, cleavage, medium_breasts, solo, swimsuit, collarbone, looking_at_viewer, blue_sky, cloud, day, holding, navel, open_mouth, outdoors, sky, stomach, thighs, blush, bare_arms, beach, black_bikini, food, frilled_bikini, frills, hand_up, ocean, water                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_pantyhose   | fingerless_gloves   | gloves   | jacket   | looking_at_viewer   | pantyhose   | short_sleeves   | smile   | solo   | white_jacket   | belt   | black_skirt   | simple_background   | skirt   | white_background   | hand_up   | miniskirt   | w   | closed_mouth   | cowboy_shot   | black_belt   | sitting   | standing   | gun   | holding   | holding_gun   | holding_weapon   | weapon   | submachine_gun   | black_footwear   | shoes   | id_card   | full_body   | brown_eyes   | upper_body   | index_finger_raised   | v   | blush   | orange_eyes   | portrait   | open_mouth   | detached_wings   | energy_wings   | parted_lips   | ^_^   | closed_eyes   | food   | eating   | food_on_face   | holding_food   | :t   | hair_between_eyes   | hand_on_own_cheek   | hand_on_own_face   | bare_shoulders   | bikini   | cleavage   | medium_breasts   | swimsuit   | collarbone   | blue_sky   | cloud   | day   | navel   | outdoors   | sky   | stomach   | thighs   | bare_arms   | beach   | black_bikini   | frilled_bikini   | frills   | ocean   | water   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:------------------|:--------------------|:---------|:---------|:--------------------|:------------|:----------------|:--------|:-------|:---------------|:-------|:--------------|:--------------------|:--------|:-------------------|:----------|:------------|:----|:---------------|:--------------|:-------------|:----------|:-----------|:------|:----------|:--------------|:-----------------|:---------|:-----------------|:-----------------|:--------|:----------|:------------|:-------------|:-------------|:----------------------|:----|:--------|:--------------|:-----------|:-------------|:-----------------|:---------------|:--------------|:------|:--------------|:-------|:---------|:---------------|:---------------|:-----|:--------------------|:--------------------|:-------------------|:-----------------|:---------|:-----------|:-----------------|:-----------|:-------------|:-----------|:--------|:------|:--------|:-----------|:------|:----------|:---------|:------------|:--------|:---------------|:-----------------|:---------|:--------|:--------|
|   0 |         8 | ![](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              | X             | X            | X         | X          |       |           |               |                  |          |                  |                  |         |           |             |              |              |                       |     |         |               |            |              |                  |                |               |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   1 |        11 | ![](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           |              |              |                       |     |         |               |            |              |                  |                |               |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   2 |         5 | ![](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                     | X   |         |               |            |              |                  |                |               |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   3 |         5 | ![](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          |              |                  |                |               |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       | X              |                   | X                   | X        | X        | X                   |             | X               | X       | X      | X              |        |               | X                   |         |                    |           |             |     |                |               |              |           |            |       |           |               |                  |          |                  |                  |         | X         |             |              | X            |                       |     |         |               |            | X            | X                | X              |               |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   5 |         8 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | X       |                |                   |                     |          | X        | X                   |             |                 | X       | X      | X              |        |               | X                   |         | X                  |           |             |     | X              |               |              |           |            |       |           |               |                  |          |                  |                  |         |           |             |              | X            |                       |     |         |               |            |              |                  |                | X             |       |               |        |          |                |                |      |                     |                     |                    |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   6 |         5 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-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                  |                  |          |            |                  |            |              |            |         |       |         |            |       |           |          |             |         |                |                  |          |         |         |
|   7 |         7 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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       |


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 exusiai/エクシア/能天使 (Arknights)
=======================================


This is the dataset of exusiai/エクシア/能天使 (Arknights), containing 500 images and their tags.


The core tags of this character are 'red\_hair, halo, short\_hair, bangs, wings, hair\_over\_one\_eye, red\_eyes, breasts', 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