
# Dataset of leipzig/ライプツィヒ/莱比锡 (Azur Lane)

This is the dataset of leipzig/ライプツィヒ/莱比锡 (Azur Lane), containing 64 images and their tags.

The core tags of this character are `breasts, blonde_hair, short_hair, hat, hair_bun, bangs, single_hair_bun, purple_eyes, large_breasts, medium_breasts, ribbon, black_headwear, pink_eyes`, 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              |       64 | 79.33 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leipzig_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       64 | 45.48 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leipzig_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      158 | 99.70 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leipzig_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       64 | 70.62 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/leipzig_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      158 | 143.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/leipzig_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/leipzig_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 |         5 | ![](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, open_mouth, solo, upper_body, bare_shoulders, black_gloves, blush, cleavage, simple_background, white_background, beret, hair_ribbon, red_eyes                                                                                                                                                                                                       |
|   1 |        10 | ![](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, looking_at_viewer, solo, bare_shoulders, black_gloves, cleavage, dress, black_thighhighs, blush, open_mouth, simple_background, white_background                                                                                                                                                                                                                        |
|   2 |         7 | ![](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, ass, bare_shoulders, black_thighhighs, blush, looking_at_viewer, solo, white_background, black_gloves, cannon, closed_mouth, from_behind, machinery, simple_background, turret, zettai_ryouiki, black_dress, pleated_dress, short_dress, black_skirt, full_body, hair_ribbon, high_heels, looking_back, red_ribbon, rigging, rudder_footwear, sleeveless, twisted_torso |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | open_mouth   | solo   | upper_body   | bare_shoulders   | black_gloves   | blush   | cleavage   | simple_background   | white_background   | beret   | hair_ribbon   | red_eyes   | dress   | black_thighhighs   | ass   | cannon   | closed_mouth   | from_behind   | machinery   | turret   | zettai_ryouiki   | black_dress   | pleated_dress   | short_dress   | black_skirt   | full_body   | high_heels   | looking_back   | red_ribbon   | rigging   | rudder_footwear   | sleeveless   | twisted_torso   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------------|:-------|:-------------|:-----------------|:---------------|:--------|:-----------|:--------------------|:-------------------|:--------|:--------------|:-----------|:--------|:-------------------|:------|:---------|:---------------|:--------------|:------------|:---------|:-----------------|:--------------|:----------------|:--------------|:--------------|:------------|:-------------|:---------------|:-------------|:----------|:------------------|:-------------|:----------------|
|   0 |         5 | ![](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 |        10 | ![](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                  |       |          |                |               |             |          |                  |               |                 |               |               |             |              |                |              |           |                   |              |                 |
|   2 |         7 | ![](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               |


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 leipzig/ライプツィヒ/莱比锡 (Azur Lane)
=========================================


This is the dataset of leipzig/ライプツィヒ/莱比锡 (Azur Lane), containing 64 images and their tags.


The core tags of this character are 'breasts, blonde\_hair, short\_hair, hat, hair\_bun, bangs, single\_hair\_bun, purple\_eyes, large\_breasts, medium\_breasts, ribbon, black\_headwear, pink\_eyes', 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