
# Dataset of hamakaze/浜風/滨风 (Azur Lane)

This is the dataset of hamakaze/浜風/滨风 (Azur Lane), containing 53 images and their tags.

The core tags of this character are `pink_hair, long_hair, twintails, red_eyes, hair_between_eyes, bangs, very_long_hair, horns, breasts, small_breasts, hair_ornament, headgear`, 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              |       53 | 66.01 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       53 | 39.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      140 | 88.37 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       53 | 58.63 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      140 | 122.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hamakaze_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/hamakaze_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 |        10 | ![](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, bare_shoulders, detached_sleeves, fingerless_gloves, looking_at_viewer, solo, blush, collarbone, skirt, white_background, simple_background, wide_sleeves, navel, black_gloves, choker, smile                                                                                                                                                                      |
|   1 |         7 | ![](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, black_gloves, black_skirt, detached_sleeves, looking_at_viewer, pleated_skirt, solo, white_thighhighs, wide_sleeves, blush, fingerless_gloves, long_sleeves, striped_bow, detached_collar, fur-trimmed_sleeves, white_background, collarbone, simple_background, strapless, white_shirt, closed_mouth, hair_bow, parted_lips, ribbon-trimmed_skirt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | detached_sleeves   | fingerless_gloves   | looking_at_viewer   | solo   | blush   | collarbone   | skirt   | white_background   | simple_background   | wide_sleeves   | navel   | black_gloves   | choker   | smile   | black_skirt   | pleated_skirt   | white_thighhighs   | long_sleeves   | striped_bow   | detached_collar   | fur-trimmed_sleeves   | strapless   | white_shirt   | closed_mouth   | hair_bow   | parted_lips   | ribbon-trimmed_skirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-------------------|:--------------------|:--------------------|:-------|:--------|:-------------|:--------|:-------------------|:--------------------|:---------------|:--------|:---------------|:---------|:--------|:--------------|:----------------|:-------------------|:---------------|:--------------|:------------------|:----------------------|:------------|:--------------|:---------------|:-----------|:--------------|:-----------------------|
|   0 |        10 | ![](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       |               |                 |                    |                |               |                   |                       |             |               |                |            |               |                        |
|   1 |         7 | ![](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                      |


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 hamakaze/浜風/滨风 (Azur Lane)
=====================================


This is the dataset of hamakaze/浜風/滨风 (Azur Lane), containing 53 images and their tags.


The core tags of this character are 'pink\_hair, long\_hair, twintails, red\_eyes, hair\_between\_eyes, bangs, very\_long\_hair, horns, breasts, small\_breasts, hair\_ornament, headgear', 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