
# Dataset of vestal/ヴェスタル/女灶神 (Azur Lane)

This is the dataset of vestal/ヴェスタル/女灶神 (Azur Lane), containing 40 images and their tags.

The core tags of this character are `braid, long_hair, hat, blue_eyes, breasts, ribbon, bangs, bow, large_breasts, white_headwear, very_long_hair, blue_ribbon, hair_between_eyes`, 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              |       40 | 42.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vestal_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       40 | 26.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vestal_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       91 | 54.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vestal_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       40 | 38.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vestal_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       91 | 73.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vestal_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/vestal_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 |         7 | ![](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, cleavage, looking_at_viewer, smile, solo, sun_hat, blue_sky, day, navel, open_mouth, outdoors, black_bikini, cloud, bare_shoulders, blush, see-through, sitting, detached_collar, grey_hair, hand_on_headwear, hat_bow, ocean, sarong, side-tie_bikini_bottom, white_hair |
|   1 |        27 | ![](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, smile, looking_at_viewer, blush, garter_straps, open_mouth, white_thighhighs, black_dress, cross, nun, puffy_sleeves, hair_bow, medium_breasts, short_sleeves                                                                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | looking_at_viewer   | smile   | solo   | sun_hat   | blue_sky   | day   | navel   | open_mouth   | outdoors   | black_bikini   | cloud   | bare_shoulders   | blush   | see-through   | sitting   | detached_collar   | grey_hair   | hand_on_headwear   | hat_bow   | ocean   | sarong   | side-tie_bikini_bottom   | white_hair   | garter_straps   | white_thighhighs   | black_dress   | cross   | nun   | puffy_sleeves   | hair_bow   | medium_breasts   | short_sleeves   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------------|:--------|:-------|:----------|:-----------|:------|:--------|:-------------|:-----------|:---------------|:--------|:-----------------|:--------|:--------------|:----------|:------------------|:------------|:-------------------|:----------|:--------|:---------|:-------------------------|:-------------|:----------------|:-------------------|:--------------|:--------|:------|:----------------|:-----------|:-----------------|:----------------|
|   0 |         7 | ![](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 |        27 | ![](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               |


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 vestal/ヴェスタル/女灶神 (Azur Lane)
=======================================


This is the dataset of vestal/ヴェスタル/女灶神 (Azur Lane), containing 40 images and their tags.


The core tags of this character are 'braid, long\_hair, hat, blue\_eyes, breasts, ribbon, bangs, bow, large\_breasts, white\_headwear, very\_long\_hair, blue\_ribbon, hair\_between\_eyes', 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