
# Dataset of southampton/サウサンプトン/南安普顿 (Azur Lane)

This is the dataset of southampton/サウサンプトン/南安普顿 (Azur Lane), containing 44 images and their tags.

The core tags of this character are `blonde_hair, green_eyes, ahoge, short_hair, bangs, hair_ornament, hairband, ribbon, breasts, red_ribbon, hair_ribbon, musical_note_hair_ornament`, 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              |       44 | 54.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/southampton_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       44 | 31.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/southampton_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       96 | 60.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/southampton_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       44 | 46.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/southampton_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       96 | 82.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/southampton_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/southampton_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 |         9 | ![](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, maid_headdress, solo, black_dress, looking_at_viewer, wrist_cuffs, maid_apron, open_mouth, puffy_short_sleeves, white_apron, black_footwear, frilled_apron, smile, cleavage, frilled_dress, garter_straps, standing, white_thighhighs, x_hair_ornament, back_bow, enmaided, full_body, high_heels, holding_instrument, medium_breasts, musical_note, violin, waist_apron, white_background                           |
|   1 |        11 | ![](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, looking_at_viewer, smile, solo, white_thighhighs, black_gloves, black_skirt, long_sleeves, pleated_skirt, red_headwear, garter_straps, musical_note, simple_background, white_background, boots, epaulettes, full_body, holding, red_hairband, red_jacket, hair_between_eyes, jewelry, red_footwear, ascot, blush, miniskirt, treble_clef, white_shirt, x_hair_ornament, beret, one_eye_closed, open_mouth, standing |
|   2 |         9 | ![](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, looking_at_viewer, solo, white_thighhighs, black_gloves, detached_sleeves, open_mouth, pleated_skirt, red_skirt, wide_sleeves, frills, long_sleeves, obi, ribbon_trim, white_kimono, bow, full_body, bare_shoulders, blush, fur_collar, paper_lantern, standing, zettai_ryouiki, :o, arm_up, black_ribbon, hand_up, holding, torii, zouri                                                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | maid_headdress   | solo   | black_dress   | looking_at_viewer   | wrist_cuffs   | maid_apron   | open_mouth   | puffy_short_sleeves   | white_apron   | black_footwear   | frilled_apron   | smile   | cleavage   | frilled_dress   | garter_straps   | standing   | white_thighhighs   | x_hair_ornament   | back_bow   | enmaided   | full_body   | high_heels   | holding_instrument   | medium_breasts   | musical_note   | violin   | waist_apron   | white_background   | black_gloves   | black_skirt   | long_sleeves   | pleated_skirt   | red_headwear   | simple_background   | boots   | epaulettes   | holding   | red_hairband   | red_jacket   | hair_between_eyes   | jewelry   | red_footwear   | ascot   | blush   | miniskirt   | treble_clef   | white_shirt   | beret   | one_eye_closed   | detached_sleeves   | red_skirt   | wide_sleeves   | frills   | obi   | ribbon_trim   | white_kimono   | bow   | bare_shoulders   | fur_collar   | paper_lantern   | zettai_ryouiki   | :o   | arm_up   | black_ribbon   | hand_up   | torii   | zouri   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------|:--------------|:--------------------|:--------------|:-------------|:-------------|:----------------------|:--------------|:-----------------|:----------------|:--------|:-----------|:----------------|:----------------|:-----------|:-------------------|:------------------|:-----------|:-----------|:------------|:-------------|:---------------------|:-----------------|:---------------|:---------|:--------------|:-------------------|:---------------|:--------------|:---------------|:----------------|:---------------|:--------------------|:--------|:-------------|:----------|:---------------|:-------------|:--------------------|:----------|:---------------|:--------|:--------|:------------|:--------------|:--------------|:--------|:-----------------|:-------------------|:------------|:---------------|:---------|:------|:--------------|:---------------|:------|:-----------------|:-------------|:----------------|:-----------------|:-----|:---------|:---------------|:----------|:--------|:--------|
|   0 |         9 | ![](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                | X              | X        | X             | X                  |                |               |                |                 |                |                     |         |              |           |                |              |                     |           |                |         |         |             |               |               |         |                  |                    |             |                |          |       |               |                |       |                  |              |                 |                  |      |          |                |           |         |         |
|   1 |        11 | ![](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       | X           | X             | X             | X       | X                |                    |             |                |          |       |               |                |       |                  |              |                 |                  |      |          |                |           |         |         |
|   2 |         9 | ![](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             | 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 southampton/サウサンプトン/南安普顿 (Azur Lane)
===============================================


This is the dataset of southampton/サウサンプトン/南安普顿 (Azur Lane), containing 44 images and their tags.


The core tags of this character are 'blonde\_hair, green\_eyes, ahoge, short\_hair, bangs, hair\_ornament, hairband, ribbon, breasts, red\_ribbon, hair\_ribbon, musical\_note\_hair\_ornament', 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