
# Dataset of bataan/バターン/巴丹 (Azur Lane)

This is the dataset of bataan/バターン/巴丹 (Azur Lane), containing 76 images and their tags.

The core tags of this character are `blonde_hair, short_hair, blue_eyes, bangs, breasts, hair_between_eyes, ahoge`, 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              |       76 | 86.02 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       76 | 50.96 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      187 | 114.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       76 | 78.44 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bataan_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      187 | 156.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bataan_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/bataan_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, blush, looking_at_viewer, midriff, navel, solo, stomach, crop_top, medium_breasts, open_mouth, simple_background, white_background, white_shirt, barefoot, short_shorts, thighs, :d, alternate_costume, long_sleeves, lying, pants, short_sleeves, white_shorts |
|   1 |        21 | ![](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, red_necktie, jacket, solo, blush, looking_at_viewer, pantyhose, smile, white_shirt, white_background, collared_shirt, white_gloves, white_shorts, open_mouth, open_clothes, simple_background                                                                   |
|   2 |        18 | ![](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, solo, looking_at_viewer, blush, long_sleeves, collarbone, hood_up, open_mouth, cat_hood, hoodie, fake_animal_ears, pajamas, tail, white_background                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | blush   | looking_at_viewer   | midriff   | navel   | solo   | stomach   | crop_top   | medium_breasts   | open_mouth   | simple_background   | white_background   | white_shirt   | barefoot   | short_shorts   | thighs   | :d   | alternate_costume   | long_sleeves   | lying   | pants   | short_sleeves   | white_shorts   | red_necktie   | jacket   | pantyhose   | smile   | collared_shirt   | white_gloves   | open_clothes   | collarbone   | hood_up   | cat_hood   | hoodie   | fake_animal_ears   | pajamas   | tail   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------------------|:----------|:--------|:-------|:----------|:-----------|:-----------------|:-------------|:--------------------|:-------------------|:--------------|:-----------|:---------------|:---------|:-----|:--------------------|:---------------|:--------|:--------|:----------------|:---------------|:--------------|:---------|:------------|:--------|:-----------------|:---------------|:---------------|:-------------|:----------|:-----------|:---------|:-------------------|:----------|:-------|
|   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             | X          | X              | X        | X    | X                   | X              | X       | X       | X               | X              |               |          |             |         |                  |                |                |              |           |            |          |                    |           |        |
|   1 |        21 | ![](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              |              |           |            |          |                    |           |        |
|   2 |        18 | ![](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      |


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 bataan/バターン/巴丹 (Azur Lane)
=====================================


This is the dataset of bataan/バターン/巴丹 (Azur Lane), containing 76 images and their tags.


The core tags of this character are 'blonde\_hair, short\_hair, blue\_eyes, bangs, breasts, hair\_between\_eyes, ahoge', 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