
# Dataset of bismarck_zwei/ビスマルクZwei/俾斯麦Zwei (Azur Lane)

This is the dataset of bismarck_zwei/ビスマルクZwei/俾斯麦Zwei (Azur Lane), containing 52 images and their tags.

The core tags of this character are `blonde_hair, blue_eyes, long_hair, breasts, large_breasts, hair_between_eyes, bangs, very_long_hair, eyewear_on_head, sunglasses, hat, peaked_cap`, 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              |       52 | 98.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_zwei_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       52 | 46.06 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_zwei_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      134 | 98.90 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_zwei_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       52 | 81.14 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_zwei_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      134 | 152.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_zwei_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/bismarck_zwei_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 |        26 | ![](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) | looking_at_viewer, 1girl, solo, cleavage, black_one-piece_swimsuit, thighs, highleg, blush, necklace, ponytail, strapless, water, wet, bare_shoulders, closed_mouth, see-through |
|   1 |        24 | ![](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, solo, military_uniform, looking_at_viewer, black_gloves, black_headwear, sideboob, military_hat, fur-trimmed_cape, simple_background, thighhighs                          |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | looking_at_viewer   | 1girl   | solo   | cleavage   | black_one-piece_swimsuit   | thighs   | highleg   | blush   | necklace   | ponytail   | strapless   | water   | wet   | bare_shoulders   | closed_mouth   | see-through   | military_uniform   | black_gloves   | black_headwear   | sideboob   | military_hat   | fur-trimmed_cape   | simple_background   | thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------|:--------|:-------|:-----------|:---------------------------|:---------|:----------|:--------|:-----------|:-----------|:------------|:--------|:------|:-----------------|:---------------|:--------------|:-------------------|:---------------|:-----------------|:-----------|:---------------|:-------------------|:--------------------|:-------------|
|   0 |        26 | ![](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             |                    |                |                  |            |                |                    |                     |              |
|   1 |        24 | ![](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            |


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 bismarck\_zwei/ビスマルクZwei/俾斯麦Zwei (Azur Lane)
=======================================================


This is the dataset of bismarck\_zwei/ビスマルクZwei/俾斯麦Zwei (Azur Lane), containing 52 images and their tags.


The core tags of this character are 'blonde\_hair, blue\_eyes, long\_hair, breasts, large\_breasts, hair\_between\_eyes, bangs, very\_long\_hair, eyewear\_on\_head, sunglasses, hat, peaked\_cap', 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
passage: 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