
# Dataset of leberecht_maass/レーベレヒト・マース/Z1 (Azur Lane)

This is the dataset of leberecht_maass/レーベレヒト・マース/Z1 (Azur Lane), containing 88 images and their tags.

The core tags of this character are `purple_eyes, hair_between_eyes, bangs, hat, white_hair, beret, long_hair, side_ponytail, 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              |       88 | 97.65 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leberecht_maass_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       88 | 59.72 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leberecht_maass_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      204 | 126.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leberecht_maass_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       88 | 88.06 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leberecht_maass_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      204 | 173.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leberecht_maass_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/leberecht_maass_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 |         6 | ![](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, black_jacket, black_necktie, black_shorts, collared_shirt, looking_at_viewer, sleeveless_shirt, solo, white_shirt, blush, iron_cross, long_sleeves, midriff, navel, open_mouth, short_shorts, sitting, white_gloves, :d, black_socks, kneehighs, sidelocks, armband, black_sleeves, braid, detached_sleeves, off_shoulder, shadow, simple_background, white_belt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_jacket   | black_necktie   | black_shorts   | collared_shirt   | looking_at_viewer   | sleeveless_shirt   | solo   | white_shirt   | blush   | iron_cross   | long_sleeves   | midriff   | navel   | open_mouth   | short_shorts   | sitting   | white_gloves   | :d   | black_socks   | kneehighs   | sidelocks   | armband   | black_sleeves   | braid   | detached_sleeves   | off_shoulder   | shadow   | simple_background   | white_belt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:---------------|:----------------|:---------------|:-----------------|:--------------------|:-------------------|:-------|:--------------|:--------|:-------------|:---------------|:----------|:--------|:-------------|:---------------|:----------|:---------------|:-----|:--------------|:------------|:------------|:----------|:----------------|:--------|:-------------------|:---------------|:---------|:--------------------|:-------------|
|   0 |         6 | ![](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    | 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 leberecht\_maass/レーベレヒト・マース/Z1 (Azur Lane)
=====================================================


This is the dataset of leberecht\_maass/レーベレヒト・マース/Z1 (Azur Lane), containing 88 images and their tags.


The core tags of this character are 'purple\_eyes, hair\_between\_eyes, bangs, hat, white\_hair, beret, long\_hair, side\_ponytail, 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(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