
# Dataset of glasgow/グラスゴー/格拉斯哥 (Azur Lane)

This is the dataset of glasgow/グラスゴー/格拉斯哥 (Azur Lane), containing 68 images and their tags.

The core tags of this character are `long_hair, twintails, bangs, breasts, black_hair, maid_headdress, ribbon, blue_eyes, bow, low_twintails, large_breasts, brown_hair, green_eyes`, 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              |       68 | 76.60 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/glasgow_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       68 | 44.66 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/glasgow_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      167 | 96.49 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/glasgow_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       68 | 68.16 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/glasgow_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      167 | 132.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/glasgow_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/glasgow_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 |        46 | ![](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, solo, blush, looking_at_viewer, frills, simple_background, wrist_cuffs, white_background, black_dress, puffy_short_sleeves, choker, cleavage, white_apron                                                                                        |
|   1 |        18 | ![](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, blush, looking_at_viewer, white_shirt, school_uniform, plaid_skirt, red_necktie, solo, long_sleeves, pleated_skirt, collared_shirt, black_jacket, hairclip, red_skirt, blazer, hair_between_eyes, open_jacket, hair_ribbon, open_mouth, very_long_hair |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | maid   | solo   | blush   | looking_at_viewer   | frills   | simple_background   | wrist_cuffs   | white_background   | black_dress   | puffy_short_sleeves   | choker   | cleavage   | white_apron   | white_shirt   | school_uniform   | plaid_skirt   | red_necktie   | long_sleeves   | pleated_skirt   | collared_shirt   | black_jacket   | hairclip   | red_skirt   | blazer   | hair_between_eyes   | open_jacket   | hair_ribbon   | open_mouth   | very_long_hair   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-------|:--------|:--------------------|:---------|:--------------------|:--------------|:-------------------|:--------------|:----------------------|:---------|:-----------|:--------------|:--------------|:-----------------|:--------------|:--------------|:---------------|:----------------|:-----------------|:---------------|:-----------|:------------|:---------|:--------------------|:--------------|:--------------|:-------------|:-----------------|
|   0 |        46 | ![](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             |               |                  |               |               |                |                 |                  |                |            |             |          |                     |               |               |              |                  |
|   1 |        18 | ![](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                |


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 glasgow/グラスゴー/格拉斯哥 (Azur Lane)
=========================================


This is the dataset of glasgow/グラスゴー/格拉斯哥 (Azur Lane), containing 68 images and their tags.


The core tags of this character are 'long\_hair, twintails, bangs, breasts, black\_hair, maid\_headdress, ribbon, blue\_eyes, bow, low\_twintails, large\_breasts, brown\_hair, green\_eyes', 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