
# Dataset of aurora/オーロラ/极光 (Arknights)

This is the dataset of aurora/オーロラ/极光 (Arknights), containing 419 images and their tags.

The core tags of this character are `animal_ears, bear_ears, blue_eyes, breasts, hairband, long_hair, black_hairband, bangs, hair_over_one_eye, large_breasts, white_hair, very_long_hair, eyes_visible_through_hair, grey_hair, hair_ornament`, 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              |      419 | 748.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aurora_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      419 | 333.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aurora_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1069 | 760.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aurora_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      419 | 615.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/aurora_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1069 | 1.20 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/aurora_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/aurora_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 |        35 | ![](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, crop_top, cropped_jacket, long_sleeves, midriff, solo, stomach, white_jacket, black_gloves, cleavage_cutout, looking_at_viewer, navel, short_shorts, cowboy_shot, black_shirt, grey_shorts, standing, simple_background, smile, pouch, white_background, blush, infection_monitor_(arknights)                                                    |
|   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, black_gloves, cleavage_cutout, crop_top, cropped_jacket, hand_up, long_sleeves, looking_at_viewer, midriff, navel, simple_background, smile, solo, stomach, upper_body, white_background, white_jacket, black_shirt, hairclip, blush, grey_background                                                                                            |
|   2 |        20 | ![](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_shirt, crop_top, elite_ii_(arknights), long_sleeves, midriff, navel, short_shorts, shrug_(clothing), solo, stomach, cowboy_shot, looking_at_viewer, cleavage, pouch, thigh_strap, black_gloves, black_shorts, simple_background, standing, white_background, infection_monitor_(arknights), smile, thighs, closed_mouth, blush, extra_ears |
|   3 |         6 | ![](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, blush, cleavage_cutout, long_sleeves, looking_at_viewer, smile, solo, white_background, alternate_costume, grey_sweater, hair_over_shoulder, ribbed_sweater, simple_background, sleeves_past_wrists, heart, closed_mouth, hairclip, hands_up, meme_attire, open_mouth, upper_body                                                                |
|   4 |         5 | ![](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, black_coat, day, goggles_on_head, long_sleeves, official_alternate_costume, orange_bodysuit, outdoors, solo, black_gloves, blue_sky, looking_at_viewer, knee_pads, open_coat, parted_lips, shield, underbust, black_footwear, blush, boots, closed_mouth, collar, cowboy_shot, infection_monitor_(arknights), pants, pouch, snow, thigh_strap    |
|   5 |        14 | ![](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) | blush, 1girl, nipples, navel, solo_focus, 1boy, hetero, open_mouth, penis, bear_girl, completely_nude, looking_at_viewer, sweat, collarbone, sex, vaginal, bar_censor, smile, stomach, cum_in_pussy, hairclip, heart, mosaic_censoring, on_back, on_bed, pov, spread_legs                                                                               |
|   6 |         7 | ![](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, looking_at_viewer, solo, bare_arms, bare_shoulders, cowboy_shot, alternate_costume, blush, covered_navel, parted_lips, white_one-piece_swimsuit, bag, casual_one-piece_swimsuit, collarbone, extra_ears, holding_cup, sideboob, simple_background, visor_cap, white_background, fruit, smile, standing, sunglasses, thighs, water                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | crop_top   | cropped_jacket   | long_sleeves   | midriff   | solo   | stomach   | white_jacket   | black_gloves   | cleavage_cutout   | looking_at_viewer   | navel   | short_shorts   | cowboy_shot   | black_shirt   | grey_shorts   | standing   | simple_background   | smile   | pouch   | white_background   | blush   | infection_monitor_(arknights)   | hand_up   | upper_body   | hairclip   | grey_background   | elite_ii_(arknights)   | shrug_(clothing)   | cleavage   | thigh_strap   | black_shorts   | thighs   | closed_mouth   | extra_ears   | alternate_costume   | grey_sweater   | hair_over_shoulder   | ribbed_sweater   | sleeves_past_wrists   | heart   | hands_up   | meme_attire   | open_mouth   | black_coat   | day   | goggles_on_head   | official_alternate_costume   | orange_bodysuit   | outdoors   | blue_sky   | knee_pads   | open_coat   | parted_lips   | shield   | underbust   | black_footwear   | boots   | collar   | pants   | snow   | nipples   | solo_focus   | 1boy   | hetero   | penis   | bear_girl   | completely_nude   | sweat   | collarbone   | sex   | vaginal   | bar_censor   | cum_in_pussy   | mosaic_censoring   | on_back   | on_bed   | pov   | spread_legs   | bare_arms   | bare_shoulders   | covered_navel   | white_one-piece_swimsuit   | bag   | casual_one-piece_swimsuit   | holding_cup   | sideboob   | visor_cap   | fruit   | sunglasses   | water   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:-----------------|:---------------|:----------|:-------|:----------|:---------------|:---------------|:------------------|:--------------------|:--------|:---------------|:--------------|:--------------|:--------------|:-----------|:--------------------|:--------|:--------|:-------------------|:--------|:--------------------------------|:----------|:-------------|:-----------|:------------------|:-----------------------|:-------------------|:-----------|:--------------|:---------------|:---------|:---------------|:-------------|:--------------------|:---------------|:---------------------|:-----------------|:----------------------|:--------|:-----------|:--------------|:-------------|:-------------|:------|:------------------|:-----------------------------|:------------------|:-----------|:-----------|:------------|:------------|:--------------|:---------|:------------|:-----------------|:--------|:---------|:--------|:-------|:----------|:-------------|:-------|:---------|:--------|:------------|:------------------|:--------|:-------------|:------|:----------|:-------------|:---------------|:-------------------|:----------|:---------|:------|:--------------|:------------|:-----------------|:----------------|:---------------------------|:------|:----------------------------|:--------------|:-----------|:------------|:--------|:-------------|:--------|
|   0 |        35 | ![](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                               |           |              |            |                   |                        |                    |            |               |                |          |                |              |                     |                |                      |                  |                       |         |            |               |              |              |       |                   |                              |                   |            |            |             |             |               |          |             |                  |         |          |         |        |           |              |        |          |         |             |                   |         |              |       |           |              |                |                    |           |          |       |               |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   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                 |                        |                    |            |               |                |          |                |              |                     |                |                      |                  |                       |         |            |               |              |              |       |                   |                              |                   |            |            |             |             |               |          |             |                  |         |          |         |        |           |              |        |          |         |             |                   |         |              |       |           |              |                |                    |           |          |       |               |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   2 |        20 | ![](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       | X                               |           |              |            |                   | X                      | X                  | X          | X             | X              | X        | X              | X            |                     |                |                      |                  |                       |         |            |               |              |              |       |                   |                              |                   |            |            |             |             |               |          |             |                  |         |          |         |        |           |              |        |          |         |             |                   |         |              |       |           |              |                |                    |           |          |       |               |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   3 |         6 | ![](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             | X            |              |       |                   |                              |                   |            |            |             |             |               |          |             |                  |         |          |         |        |           |              |        |          |         |             |                   |         |              |       |           |              |                |                    |           |          |       |               |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   4 |         5 | ![](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                 | X          | X          | X           | X           | X             | X        | X           | X                | X       | X        | X       | X      |           |              |        |          |         |             |                   |         |              |       |           |              |                |                    |           |          |       |               |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   5 |        14 | ![](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            | X      | X        | X       | X           | X                 | X       | X            | X     | X         | X            | X              | X                  | X         | X        | X     | X             |             |                  |                 |                            |       |                             |               |            |             |         |              |         |
|   6 |         7 | ![](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       |


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 aurora/オーロラ/极光 (Arknights)
=====================================


This is the dataset of aurora/オーロラ/极光 (Arknights), containing 419 images and their tags.


The core tags of this character are 'animal\_ears, bear\_ears, blue\_eyes, breasts, hairband, long\_hair, black\_hairband, bangs, hair\_over\_one\_eye, large\_breasts, white\_hair, very\_long\_hair, eyes\_visible\_through\_hair, grey\_hair, hair\_ornament', 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