
# Dataset of astesia/アステシア/星极 (Arknights)

This is the dataset of astesia/アステシア/星极 (Arknights), containing 375 images and their tags.

The core tags of this character are `long_hair, blue_hair, blue_eyes, bangs, breasts, hair_intakes, bright_pupils`, 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              |      375 | 846.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      375 | 362.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      971 | 811.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      375 | 685.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astesia_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      971 | 1.26 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/astesia_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/astesia_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, official_alternate_costume, solo, white_dress, white_gloves, bird, sleeveless_dress, very_long_hair, bare_shoulders, looking_at_viewer, parted_lips, holding_sword, hair_ornament, star_(symbol), hair_between_eyes                                                             |
|   1 |        22 | ![](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, solo, black_gloves, white_dress, holding_sword, official_alternate_costume, elbow_gloves, puffy_short_sleeves, white_headwear, looking_at_viewer, smile, full_body, hat, star_(sky), black_footwear                                                                             |
|   2 |         7 | ![](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, elbow_gloves, hat, official_alternate_costume, smile, solo, white_headwear, looking_at_viewer, medium_breasts, puffy_short_sleeves, hand_up, simple_background, upper_body, white_background, cleavage, closed_mouth, white_dress, black_ribbon, blush, telescope |
|   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, closed_mouth, hat, puffy_short_sleeves, solo, white_dress, white_headwear, bird, official_alternate_costume, smile, very_long_hair, elbow_gloves, starry_sky, from_side, hand_up, night_sky, outdoors, profile, sitting, skirt_hold, white_cape                   |
|   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, blue_skirt, collared_shirt, holding_sword, long_sleeves, solo, white_shirt, cowboy_shot, looking_at_viewer, white_pupils, belt, black_ribbon, black_skirt, neck_ribbon                                                                                                          |
|   5 |         6 | ![](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, full_body, high_heels, holding_sword, long_sleeves, skirt, solo, white_shirt, black_footwear, dress, looking_at_viewer, simple_background, standing, white_background, shadow                                                                                                   |
|   6 |        14 | ![](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, solo, looking_at_viewer, upper_body, simple_background, white_shirt, long_sleeves, smile, white_background, braid, neck_ribbon, closed_mouth, black_ribbon, blush, collared_shirt                                                                                               |
|   7 |         9 | ![](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, blush, hetero, 1boy, large_breasts, nipples, sex, solo_focus, spread_legs, navel, open_mouth, penis, vaginal, heart, collarbone, completely_nude, cum_in_pussy, mosaic_censoring, necklace, ejaculation, hair_between_eyes, indoors, symbol-shaped_pupils                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | official_alternate_costume   | solo   | white_dress   | white_gloves   | bird   | sleeveless_dress   | very_long_hair   | bare_shoulders   | looking_at_viewer   | parted_lips   | holding_sword   | hair_ornament   | star_(symbol)   | hair_between_eyes   | black_gloves   | elbow_gloves   | puffy_short_sleeves   | white_headwear   | smile   | full_body   | hat   | star_(sky)   | black_footwear   | medium_breasts   | hand_up   | simple_background   | upper_body   | white_background   | cleavage   | closed_mouth   | black_ribbon   | blush   | telescope   | starry_sky   | from_side   | night_sky   | outdoors   | profile   | sitting   | skirt_hold   | white_cape   | blue_skirt   | collared_shirt   | long_sleeves   | white_shirt   | cowboy_shot   | white_pupils   | belt   | black_skirt   | neck_ribbon   | high_heels   | skirt   | dress   | standing   | shadow   | braid   | hetero   | 1boy   | large_breasts   | nipples   | sex   | solo_focus   | spread_legs   | navel   | open_mouth   | penis   | vaginal   | heart   | collarbone   | completely_nude   | cum_in_pussy   | mosaic_censoring   | necklace   | ejaculation   | indoors   | symbol-shaped_pupils   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------------------|:-------|:--------------|:---------------|:-------|:-------------------|:-----------------|:-----------------|:--------------------|:--------------|:----------------|:----------------|:----------------|:--------------------|:---------------|:---------------|:----------------------|:-----------------|:--------|:------------|:------|:-------------|:-----------------|:-----------------|:----------|:--------------------|:-------------|:-------------------|:-----------|:---------------|:---------------|:--------|:------------|:-------------|:------------|:------------|:-----------|:----------|:----------|:-------------|:-------------|:-------------|:-----------------|:---------------|:--------------|:--------------|:---------------|:-------|:--------------|:--------------|:-------------|:--------|:--------|:-----------|:---------|:--------|:---------|:-------|:----------------|:----------|:------|:-------------|:--------------|:--------|:-------------|:--------|:----------|:--------|:-------------|:------------------|:---------------|:-------------------|:-----------|:--------------|:----------|:-----------------------|
|   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                   |                |                |                       |                  |         |             |       |              |                  |                  |           |                     |              |                    |            |                |                |         |             |              |             |             |            |           |           |              |              |              |                  |                |               |               |                |        |               |               |              |         |         |            |          |         |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   1 |        22 | ![](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                |                  |           |                     |              |                    |            |                |                |         |             |              |             |             |            |           |           |              |              |              |                  |                |               |               |                |        |               |               |              |         |         |            |          |         |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   2 |         7 | ![](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           |              |             |             |            |           |           |              |              |              |                  |                |               |               |                |        |               |               |              |         |         |            |          |         |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   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           | 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             |              |         |         |            |          |         |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   5 |         6 | ![](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        |         |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   6 |        14 | ![](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       |          |        |                 |           |       |              |               |         |              |         |           |         |              |                   |                |                    |            |               |           |                        |
|   7 |         9 | ![](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                      |


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 astesia/アステシア/星极 (Arknights)
=======================================


This is the dataset of astesia/アステシア/星极 (Arknights), containing 375 images and their tags.


The core tags of this character are 'long\_hair, blue\_hair, blue\_eyes, bangs, breasts, hair\_intakes, bright\_pupils', 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