
# Dataset of astoria/アストリア/阿斯托利亚 (Azur Lane)

This is the dataset of astoria/アストリア/阿斯托利亚 (Azur Lane), containing 28 images and their tags.

The core tags of this character are `long_hair, blonde_hair, breasts, blue_eyes, large_breasts, bangs, ponytail, hair_ornament, animal_ears, fake_animal_ears, rabbit_ears, hairclip`, 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              |       28 | 36.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astoria_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       28 | 18.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astoria_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       65 | 40.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astoria_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       28 | 30.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astoria_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       65 | 61.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/astoria_azurlane/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/astoria_azurlane',
    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, blush, hair_scrunchie, looking_at_viewer, school_uniform, solo, white_shirt, bowtie, collared_shirt, pleated_skirt, blue_skirt, cardigan_around_waist, plaid_skirt, school_bag, black_socks, kneehighs, loafers, sweater_around_waist, white_background, blue_bow, dress_shirt, heart_hair_ornament, holding_phone, kogal, medium_breasts, plaid_bow, purple_eyes, red_scrunchie, sleeves_rolled_up, smartphone, bag_charm, black_footwear, bracelet, brown_cardigan, cellphone_charm, closed_mouth, collarbone, hair_between_eyes, miniskirt, simple_background, smile, standing |
|   1 |        18 | ![](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, bare_shoulders, looking_at_viewer, detached_sleeves, smile, black_necktie, white_shirt, black_thighhighs, simple_background, blush, white_background, white_skirt, black_corset, bottle, miniskirt, official_alternate_costume                                                                                                                                                                                                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | hair_scrunchie   | looking_at_viewer   | school_uniform   | solo   | white_shirt   | bowtie   | collared_shirt   | pleated_skirt   | blue_skirt   | cardigan_around_waist   | plaid_skirt   | school_bag   | black_socks   | kneehighs   | loafers   | sweater_around_waist   | white_background   | blue_bow   | dress_shirt   | heart_hair_ornament   | holding_phone   | kogal   | medium_breasts   | plaid_bow   | purple_eyes   | red_scrunchie   | sleeves_rolled_up   | smartphone   | bag_charm   | black_footwear   | bracelet   | brown_cardigan   | cellphone_charm   | closed_mouth   | collarbone   | hair_between_eyes   | miniskirt   | simple_background   | smile   | standing   | bare_shoulders   | detached_sleeves   | black_necktie   | black_thighhighs   | white_skirt   | black_corset   | bottle   | official_alternate_costume   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-----------------|:--------------------|:-----------------|:-------|:--------------|:---------|:-----------------|:----------------|:-------------|:------------------------|:--------------|:-------------|:--------------|:------------|:----------|:-----------------------|:-------------------|:-----------|:--------------|:----------------------|:----------------|:--------|:-----------------|:------------|:--------------|:----------------|:--------------------|:-------------|:------------|:-----------------|:-----------|:-----------------|:------------------|:---------------|:-------------|:--------------------|:------------|:--------------------|:--------|:-----------|:-----------------|:-------------------|:----------------|:-------------------|:--------------|:---------------|:---------|:-----------------------------|
|   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                | X           | X             | X               | X                   | X            | X           | X                | X          | X                | X                 | X              | X            | X                   | X           | X                   | X       | X          |                  |                    |                 |                    |               |                |          |                              |
|   1 |        18 | ![](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                            |


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 astoria/アストリア/阿斯托利亚 (Azur Lane)
==========================================


This is the dataset of astoria/アストリア/阿斯托利亚 (Azur Lane), containing 28 images and their tags.


The core tags of this character are 'long\_hair, blonde\_hair, breasts, blue\_eyes, large\_breasts, bangs, ponytail, hair\_ornament, animal\_ears, fake\_animal\_ears, rabbit\_ears, hairclip', 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