
# Dataset of regensburg/レーゲンスブルク/雷根斯堡 (Azur Lane)

This is the dataset of regensburg/レーゲンスブルク/雷根斯堡 (Azur Lane), containing 94 images and their tags.

The core tags of this character are `long_hair, breasts, yellow_eyes, horns, large_breasts, blue_hair, twintails, bangs, tail, pointy_ears, eyewear_on_head, sunglasses`, 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              |       94 | 177.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/regensburg_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       94 | 85.63 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/regensburg_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      258 | 198.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/regensburg_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       94 | 149.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/regensburg_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      258 | 295.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/regensburg_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/regensburg_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 |        27 | ![](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, bodysuit, wings, smile, bodystocking, demon_girl, skin_tight, cleavage, demon_horns, slit_pupils, dragon_girl, thighhighs                                                                                                                                                                                                                     |
|   1 |         6 | ![](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, black_one-piece_swimsuit, blush, choker, looking_at_viewer, solo, blue_sky, day, navel, outdoors, slingshot_swimsuit, bare_shoulders, bracelet, cleavage, smile, thighs, water                                                                                                                                                                                         |
|   2 |        12 | ![](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, navel, solo, barefoot, smile, bare_shoulders, closed_mouth, red_nails, spread_legs, stomach, beach, black_one-piece_swimsuit, blush, bracelet, cleavage, day, outdoors, slingshot_swimsuit, wet, ass_visible_through_thighs, black_choker, blue_sky, criss-cross_halter, kneeling, ocean, toenail_polish, demon_horns, full_body, cloud, demon_tail |
|   3 |         9 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, blush, hetero, solo_focus, 1boy, nipples, penis, sweat, black_bikini, open_mouth, bar_censor, choker, navel, spread_legs, collar, huge_breasts                                                                                                                                                                                                                         |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | bodysuit   | wings   | smile   | bodystocking   | demon_girl   | skin_tight   | cleavage   | demon_horns   | slit_pupils   | dragon_girl   | thighhighs   | black_one-piece_swimsuit   | blush   | choker   | blue_sky   | day   | navel   | outdoors   | slingshot_swimsuit   | bare_shoulders   | bracelet   | thighs   | water   | barefoot   | closed_mouth   | red_nails   | spread_legs   | stomach   | beach   | wet   | ass_visible_through_thighs   | black_choker   | criss-cross_halter   | kneeling   | ocean   | toenail_polish   | full_body   | cloud   | demon_tail   | hetero   | solo_focus   | 1boy   | nipples   | penis   | sweat   | black_bikini   | open_mouth   | bar_censor   | collar   | huge_breasts   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-----------|:--------|:--------|:---------------|:-------------|:-------------|:-----------|:--------------|:--------------|:--------------|:-------------|:---------------------------|:--------|:---------|:-----------|:------|:--------|:-----------|:---------------------|:-----------------|:-----------|:---------|:--------|:-----------|:---------------|:------------|:--------------|:----------|:--------|:------|:-----------------------------|:---------------|:---------------------|:-----------|:--------|:-----------------|:------------|:--------|:-------------|:---------|:-------------|:-------|:----------|:--------|:--------|:---------------|:-------------|:-------------|:---------|:---------------|
|   0 |        27 | ![](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 |         6 | ![](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       |            |                |             |               |           |         |       |                              |                |                      |            |         |                  |             |         |              |          |              |        |           |         |         |                |              |              |          |                |
|   2 |        12 | ![](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       | X            |          |              |        |           |         |         |                |              |              |          |                |
|   3 |         9 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 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 regensburg/レーゲンスブルク/雷根斯堡 (Azur Lane)
===============================================


This is the dataset of regensburg/レーゲンスブルク/雷根斯堡 (Azur Lane), containing 94 images and their tags.


The core tags of this character are 'long\_hair, breasts, yellow\_eyes, horns, large\_breasts, blue\_hair, twintails, bangs, tail, pointy\_ears, eyewear\_on\_head, sunglasses', 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