
# Dataset of benson/ベンソン/本森 (Azur Lane)

This is the dataset of benson/ベンソン/本森 (Azur Lane), containing 23 images and their tags.

The core tags of this character are `long_hair, animal_ears, blonde_hair, breasts, rabbit_ears, fake_animal_ears, medium_breasts, twintails, orange_eyes, very_long_hair, yellow_eyes, bangs, hairband`, 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              |       23 | 28.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/benson_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       23 | 17.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/benson_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       53 | 34.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/benson_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       23 | 25.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/benson_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       53 | 46.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/benson_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/benson_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 |        13 | ![](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) | smile, 1girl, solo, looking_at_viewer, cleavage_cutout, open_mouth, bare_shoulders, detached_sleeves, blue_skirt, blush, heart_cutout, pleated_skirt, black_thighhighs, low_twintails, one_eye_closed, shirt, white_background                                                          |
|   1 |         6 | ![](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, belt, black_thighhighs, cleavage, halloween_costume, jack-o'-lantern, open_mouth, bat_wings, bowtie, corset, detached_sleeves, head_wings, puffy_short_sleeves, pumpkin, small_breasts, wrist_cuffs, :d, frilled_shorts, holding_staff, orange_shorts, pouch, puffy_shorts |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | smile   | 1girl   | solo   | looking_at_viewer   | cleavage_cutout   | open_mouth   | bare_shoulders   | detached_sleeves   | blue_skirt   | blush   | heart_cutout   | pleated_skirt   | black_thighhighs   | low_twintails   | one_eye_closed   | shirt   | white_background   | belt   | cleavage   | halloween_costume   | jack-o'-lantern   | bat_wings   | bowtie   | corset   | head_wings   | puffy_short_sleeves   | pumpkin   | small_breasts   | wrist_cuffs   | :d   | frilled_shorts   | holding_staff   | orange_shorts   | pouch   | puffy_shorts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:--------------------|:------------------|:-------------|:-----------------|:-------------------|:-------------|:--------|:---------------|:----------------|:-------------------|:----------------|:-----------------|:--------|:-------------------|:-------|:-----------|:--------------------|:------------------|:------------|:---------|:---------|:-------------|:----------------------|:----------|:----------------|:--------------|:-----|:-----------------|:----------------|:----------------|:--------|:---------------|
|   0 |        13 | ![](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                  |        |            |                     |                   |             |          |          |              |                       |           |                 |               |      |                  |                 |                 |         |                |
|   1 |         6 | ![](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              |


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 benson/ベンソン/本森 (Azur Lane)
=====================================


This is the dataset of benson/ベンソン/本森 (Azur Lane), containing 23 images and their tags.


The core tags of this character are 'long\_hair, animal\_ears, blonde\_hair, breasts, rabbit\_ears, fake\_animal\_ears, medium\_breasts, twintails, orange\_eyes, very\_long\_hair, yellow\_eyes, bangs, hairband', 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