
# Dataset of nagara/長良/长良 (Azur Lane)

This is the dataset of nagara/長良/长良 (Azur Lane), containing 108 images and their tags.

The core tags of this character are `breasts, hair_ornament, hairclip, horns, long_hair, twintails, hair_between_eyes, large_breasts, brown_eyes, black_hair, bow, bangs, ribbon, red_bow, low_twintails`, 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              |      108 | 131.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagara_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      108 | 79.46 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/nagara_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      273 | 174.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagara_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      108 | 119.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagara_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      273 | 239.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/nagara_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/nagara_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 |        69 | ![](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, looking_at_viewer, solo, blush, cardigan, white_shirt, long_sleeves, pleated_skirt, bell, open_mouth, white_background, simple_background, school_uniform, collared_shirt, black_skirt, :d, brown_hair, red_bowtie, button_gap, hair_ribbon |
|   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) | 1boy, 1girl, blush, hetero, hair_bow, nipples, penis, smile, pov, solo_focus, heart, looking_at_viewer, mosaic_censoring, open_mouth, paizuri, sweat, breasts_squeezed_together, male_pubic_hair, sex, vaginal                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | blush   | cardigan   | white_shirt   | long_sleeves   | pleated_skirt   | bell   | open_mouth   | white_background   | simple_background   | school_uniform   | collared_shirt   | black_skirt   | :d   | brown_hair   | red_bowtie   | button_gap   | hair_ribbon   | 1boy   | hetero   | hair_bow   | nipples   | penis   | smile   | pov   | solo_focus   | heart   | mosaic_censoring   | paizuri   | sweat   | breasts_squeezed_together   | male_pubic_hair   | sex   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:-----------|:--------------|:---------------|:----------------|:-------|:-------------|:-------------------|:--------------------|:-----------------|:-----------------|:--------------|:-----|:-------------|:-------------|:-------------|:--------------|:-------|:---------|:-----------|:----------|:--------|:--------|:------|:-------------|:--------|:-------------------|:----------|:--------|:----------------------------|:------------------|:------|:----------|
|   0 |        69 | ![](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             |        |          |            |           |         |         |       |              |         |                    |           |         |                             |                   |       |           |
|   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         |


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 nagara/長良/长良 (Azur Lane)
===================================


This is the dataset of nagara/長良/长良 (Azur Lane), containing 108 images and their tags.


The core tags of this character are 'breasts, hair\_ornament, hairclip, horns, long\_hair, twintails, hair\_between\_eyes, large\_breasts, brown\_eyes, black\_hair, bow, bangs, ribbon, red\_bow, low\_twintails', 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