
# Dataset of vanguard/ヴァンガード/前卫 (Azur Lane)

This is the dataset of vanguard/ヴァンガード/前卫 (Azur Lane), containing 53 images and their tags.

The core tags of this character are `long_hair, blonde_hair, blue_eyes, breasts, bangs`, 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              |       53 | 89.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       53 | 44.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      122 | 89.52 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       53 | 74.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      122 | 132.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanguard_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/vanguard_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 |         5 | ![](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, looking_at_viewer, solo, white_dress, simple_background, upper_body, white_background, braid, closed_mouth, medium_breasts, official_alternate_costume, smile                                                                              |
|   1 |         5 | ![](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, holding_sword, solo, white_cape, white_dress, white_thighhighs, black_footwear, closed_mouth, full_body, high_heels, long_sleeves, looking_at_viewer, smile, hair_ribbon, rigging, sheath, turret, aiguillette, black_choker, rapier       |
|   2 |        11 | ![](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, looking_at_viewer, official_alternate_costume, solo, white_dress, sleeveless_dress, black_pantyhose, high_heels, sitting, black_footwear, elbow_gloves, full_body, key, white_background, white_flower, brown_pantyhose, simple_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | looking_at_viewer   | solo   | white_dress   | simple_background   | upper_body   | white_background   | braid   | closed_mouth   | medium_breasts   | official_alternate_costume   | smile   | holding_sword   | white_cape   | white_thighhighs   | black_footwear   | full_body   | high_heels   | long_sleeves   | hair_ribbon   | rigging   | sheath   | turret   | aiguillette   | black_choker   | rapier   | sleeveless_dress   | black_pantyhose   | sitting   | elbow_gloves   | key   | white_flower   | brown_pantyhose   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:--------------|:--------------------|:-------------|:-------------------|:--------|:---------------|:-----------------|:-----------------------------|:--------|:----------------|:-------------|:-------------------|:-----------------|:------------|:-------------|:---------------|:--------------|:----------|:---------|:---------|:--------------|:---------------|:---------|:-------------------|:------------------|:----------|:---------------|:------|:---------------|:------------------|
|   0 |         5 | ![](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       |                 |              |                    |                  |             |              |                |               |           |          |          |               |                |          |                    |                   |           |                |       |                |                   |
|   1 |         5 | ![](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 |        11 | ![](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                 |


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 vanguard/ヴァンガード/前卫 (Azur Lane)
=========================================


This is the dataset of vanguard/ヴァンガード/前卫 (Azur Lane), containing 53 images and their tags.


The core tags of this character are 'long\_hair, blonde\_hair, blue\_eyes, breasts, bangs', 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