---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of hans_ludemann/ハンス・リューデマン/Z18 (Azur Lane)

This is the dataset of hans_ludemann/ハンス・リューデマン/Z18 (Azur Lane), containing 22 images and their tags.

The core tags of this character are `blonde_hair, long_hair, twintails, blue_eyes, hair_ornament, hairclip, hat, bow, fang, breasts, hair_between_eyes, small_breasts, bangs, very_long_hair, black_headwear`, 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              |       22 | 29.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hans_ludemann_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       22 | 17.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hans_ludemann_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       58 | 39.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hans_ludemann_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       22 | 27.03 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hans_ludemann_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       58 | 54.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hans_ludemann_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/hans_ludemann_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 |        22 | ![](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) | blush, 1girl, solo, looking_at_viewer, navel, open_mouth, fingerless_gloves, smile, black_gloves, skirt, white_panties, black_thighhighs, jacket, open_clothes, training_bra |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | blush   | 1girl   | solo   | looking_at_viewer   | navel   | open_mouth   | fingerless_gloves   | smile   | black_gloves   | skirt   | white_panties   | black_thighhighs   | jacket   | open_clothes   | training_bra   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:-------|:--------------------|:--------|:-------------|:--------------------|:--------|:---------------|:--------|:----------------|:-------------------|:---------|:---------------|:---------------|
|   0 |        22 | ![](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              |