
# Dataset of deutschland/ドイッチュラント/德意志 (Azur Lane)

This is the dataset of deutschland/ドイッチュラント/德意志 (Azur Lane), containing 349 images and their tags.

The core tags of this character are `multicolored_hair, streaked_hair, blue_eyes, black_hair, long_hair, red_hair, white_hair, breasts, bangs, very_long_hair, hat`, 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              |      349 | 511.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      349 | 279.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      867 | 611.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      349 | 450.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      867 | 877.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/deutschland_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/deutschland_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, goggles_on_headwear, grin, iron_cross, looking_at_viewer, peaked_cap, solo, black_headwear, cleavage, sharp_teeth, armband, black_background, simple_background, upper_body                                                                                                                                                                                                                                                            |
|   1 |         5 | ![](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, goggles_on_headwear, grin, holding_gun, iron_cross, long_sleeves, solo, black_headwear, looking_at_viewer, peaked_cap, sharp_teeth, choker, armband, mechanical_hands, simple_background, thigh_strap                                                                                                                                                                                                                                  |
|   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, goggles_on_headwear, iron_cross, lace-up_boots, long_sleeves, looking_at_viewer, platform_boots, solo, armband, crossed_legs, holding_gun, knee_boots, sharp_teeth, black_footwear, black_headwear, cleavage, simple_background, white_background, grin, peaked_cap, sitting                                                                                                                                                           |
|   3 |        10 | ![](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) | bare_shoulders, black_bikini, blush, hair_flower, navel, open_mouth, stomach, 1girl, :d, cleavage, looking_at_viewer, medium_breasts, side-tie_bikini_bottom, solo, sunscreen, bare_arms, holding_bottle, outdoors, black_nails, day, hibiscus, pouring_onto_self, sitting, skin_fang, beach, cloud, front-tie_bikini_top, halterneck, lotion_bottle, nail_polish, thighs, blue_sky, sand, collarbone, mole_on_body, ocean, ribbon, twintails |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, black_dress, looking_at_viewer, solo, open_mouth, smile, long_sleeves, cross, earrings                                                                                                                                                                                                                                                                                                                                                 |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, folding_fan, holding_fan, looking_at_viewer, red_dress, smile, solo, thighband_pantyhose, black_pantyhose, china_dress, hair_flower, sleeveless_dress, open_mouth, sitting, bare_shoulders, hair_between_eyes, large_breasts, medium_breasts, red_footwear, shawl                                                                                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | goggles_on_headwear   | grin   | iron_cross   | looking_at_viewer   | peaked_cap   | solo   | black_headwear   | cleavage   | sharp_teeth   | armband   | black_background   | simple_background   | upper_body   | holding_gun   | long_sleeves   | choker   | mechanical_hands   | thigh_strap   | lace-up_boots   | platform_boots   | crossed_legs   | knee_boots   | black_footwear   | white_background   | sitting   | bare_shoulders   | black_bikini   | blush   | hair_flower   | navel   | open_mouth   | stomach   | :d   | medium_breasts   | side-tie_bikini_bottom   | sunscreen   | bare_arms   | holding_bottle   | outdoors   | black_nails   | day   | hibiscus   | pouring_onto_self   | skin_fang   | beach   | cloud   | front-tie_bikini_top   | halterneck   | lotion_bottle   | nail_polish   | thighs   | blue_sky   | sand   | collarbone   | mole_on_body   | ocean   | ribbon   | twintails   | black_dress   | smile   | cross   | earrings   | folding_fan   | holding_fan   | red_dress   | thighband_pantyhose   | black_pantyhose   | china_dress   | sleeveless_dress   | hair_between_eyes   | large_breasts   | red_footwear   | shawl   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------------|:-------|:-------------|:--------------------|:-------------|:-------|:-----------------|:-----------|:--------------|:----------|:-------------------|:--------------------|:-------------|:--------------|:---------------|:---------|:-------------------|:--------------|:----------------|:-----------------|:---------------|:-------------|:-----------------|:-------------------|:----------|:-----------------|:---------------|:--------|:--------------|:--------|:-------------|:----------|:-----|:-----------------|:-------------------------|:------------|:------------|:-----------------|:-----------|:--------------|:------|:-----------|:--------------------|:------------|:--------|:--------|:-----------------------|:-------------|:----------------|:--------------|:---------|:-----------|:-------|:-------------|:---------------|:--------|:---------|:------------|:--------------|:--------|:--------|:-----------|:--------------|:--------------|:------------|:----------------------|:------------------|:--------------|:-------------------|:--------------------|:----------------|:---------------|:--------|
|   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 |         5 | ![](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             |                 |                  |                |              |                  |                    |           |                  |                |         |               |         |              |           |      |                  |                          |             |             |                  |            |               |       |            |                     |             |         |         |                        |              |                 |               |          |            |        |              |                |         |          |             |               |         |         |            |               |               |             |                       |                   |               |                    |                     |                 |                |         |
|   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         |                  |                |         |               |         |              |           |      |                  |                          |             |             |                  |            |               |       |            |                     |             |         |         |                        |              |                 |               |          |            |        |              |                |         |          |             |               |         |         |            |               |               |             |                       |                   |               |                    |                     |                 |                |         |
|   3 |        10 | ![](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           | X           | X                | X          | X             | X     | X          | X                   | X           | X       | X       | X                      | X            | X               | X             | X        | X          | X      | X            | X              | X       | X        | X           |               |         |         |            |               |               |             |                       |                   |               |                    |                     |                 |                |         |
|   4 |         9 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       |                       |        |              | X                   |              | X      |                  |            |               |           |                    |                     |              |               | X              |          |                    |               |                 |                  |                |              |                  |                    |           |                  |                |         |               |         | X            |           |      |                  |                          |             |             |                  |            |               |       |            |                     |             |         |         |                        |              |                 |               |          |            |        |              |                |         |          |             | X             | X       | X       | X          |               |               |             |                       |                   |               |                    |                     |                 |                |         |
|   5 |         6 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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 deutschland/ドイッチュラント/德意志 (Azur Lane)
===============================================


This is the dataset of deutschland/ドイッチュラント/德意志 (Azur Lane), containing 349 images and their tags.


The core tags of this character are 'multicolored\_hair, streaked\_hair, blue\_eyes, black\_hair, long\_hair, red\_hair, white\_hair, breasts, bangs, very\_long\_hair, hat', 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