
# Dataset of z28/Z28 (Azur Lane)

This is the dataset of z28/Z28 (Azur Lane), containing 18 images and their tags.

The core tags of this character are `blue_eyes, breasts, ahoge, grey_hair, hat, large_breasts, short_hair, white_hair, beret`, 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              |       18 | 30.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z28_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       18 | 14.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z28_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       43 | 28.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z28_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       18 | 24.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z28_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       43 | 46.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/z28_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/z28_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 |        11 | ![](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, solo, looking_at_viewer, open_mouth, bird, simple_background, blush, sideboob, black_headwear, collar, smile, thighhighs, dress, fang, medium_breasts, upper_body, white_background                                                               |
|   1 |         5 | ![](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, green_dress, hairband, solo, hair_flower, looking_at_viewer, grass, green_choker, open_mouth, sitting, white_gloves, :d, alcohol, bangs, barefoot, cleavage, collarbone, food, holding_cup, outdoors, see-through, two_side_up, wine_glass |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | open_mouth   | bird   | simple_background   | blush   | sideboob   | black_headwear   | collar   | smile   | thighhighs   | dress   | fang   | medium_breasts   | upper_body   | white_background   | green_dress   | hairband   | hair_flower   | grass   | green_choker   | sitting   | white_gloves   | :d   | alcohol   | bangs   | barefoot   | cleavage   | collarbone   | food   | holding_cup   | outdoors   | see-through   | two_side_up   | wine_glass   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-------------|:-------|:--------------------|:--------|:-----------|:-----------------|:---------|:--------|:-------------|:--------|:-------|:-----------------|:-------------|:-------------------|:--------------|:-----------|:--------------|:--------|:---------------|:----------|:---------------|:-----|:----------|:--------|:-----------|:-----------|:-------------|:-------|:--------------|:-----------|:--------------|:--------------|:-------------|
|   0 |        11 | ![](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 |         5 | ![](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            |


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 z28/Z28 (Azur Lane)
==============================


This is the dataset of z28/Z28 (Azur Lane), containing 18 images and their tags.


The core tags of this character are 'blue\_eyes, breasts, ahoge, grey\_hair, hat, large\_breasts, short\_hair, white\_hair, beret', 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