
# Dataset of bunker_hill/バンカー・ヒル/邦克山 (Azur Lane)

This is the dataset of bunker_hill/バンカー・ヒル/邦克山 (Azur Lane), containing 34 images and their tags.

The core tags of this character are `long_hair, breasts, blonde_hair, large_breasts, hair_ornament, bangs, very_long_hair, parted_bangs, yellow_eyes, hair_flower`, 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              |       34 | 48.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bunker_hill_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       34 | 29.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bunker_hill_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       80 | 57.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bunker_hill_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       34 | 44.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bunker_hill_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       80 | 79.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bunker_hill_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/bunker_hill_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 |        19 | ![](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, looking_at_viewer, solo, blue_dress, cleavage, blue_cloak, red_necktie, black_rose, blush, high_collar, black_pantyhose, holding, standing                                                                                                                                                                                                                                              |
|   1 |        12 | ![](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, bare_shoulders, cleavage, collarbone, solo, hairclip, black_shorts, looking_at_viewer, sitting, strap_slip, eyes_visible_through_hair, spaghetti_strap, white_camisole, hair_intakes, barefoot, blush, brown_eyes, game_controller, short_shorts, chips_(food), food_in_mouth, hair_over_one_eye, holding_controller, mouth_hold, sidelocks, simple_background, smile, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | blue_dress   | cleavage   | blue_cloak   | red_necktie   | black_rose   | blush   | high_collar   | black_pantyhose   | holding   | standing   | bare_shoulders   | collarbone   | hairclip   | black_shorts   | sitting   | strap_slip   | eyes_visible_through_hair   | spaghetti_strap   | white_camisole   | hair_intakes   | barefoot   | brown_eyes   | game_controller   | short_shorts   | chips_(food)   | food_in_mouth   | hair_over_one_eye   | holding_controller   | mouth_hold   | sidelocks   | simple_background   | smile   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------------|:-----------|:-------------|:--------------|:-------------|:--------|:--------------|:------------------|:----------|:-----------|:-----------------|:-------------|:-----------|:---------------|:----------|:-------------|:----------------------------|:------------------|:-----------------|:---------------|:-----------|:-------------|:------------------|:---------------|:---------------|:----------------|:--------------------|:---------------------|:-------------|:------------|:--------------------|:--------|:-------------------|
|   0 |        19 | ![](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 |        12 | ![](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               | 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 bunker\_hill/バンカー・ヒル/邦克山 (Azur Lane)
===============================================


This is the dataset of bunker\_hill/バンカー・ヒル/邦克山 (Azur Lane), containing 34 images and their tags.


The core tags of this character are 'long\_hair, breasts, blonde\_hair, large\_breasts, hair\_ornament, bangs, very\_long\_hair, parted\_bangs, yellow\_eyes, hair\_flower', 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