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

This is the dataset of bismarck/ビスマルク/俾斯麦 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `blonde_hair, long_hair, blue_eyes, breasts, large_breasts, hat, peaked_cap, hair_between_eyes, military_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              |      500 | 690.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 384.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1251 | 838.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 606.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1251 | 1.16 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/bismarck_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_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 |         8 | ![](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, detached_sleeves, looking_at_viewer, military_uniform, solo, brown_gloves, white_background, simple_background, blush, grey_thighhighs, upper_body                                                                                                                 |
|   1 |        15 | ![](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, detached_sleeves, gloves, military_uniform, solo, bare_shoulders, grey_thighhighs, looking_at_viewer, smile, cross, blush                                                                                                                                                          |
|   2 |        10 | ![](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, bare_shoulders, detached_sleeves, grey_thighhighs, looking_at_viewer, military_uniform, solo, turret, cannon, machinery, brown_gloves, blush, panties, smile                                                                                                                       |
|   3 |        16 | ![](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)   | military_uniform, 1girl, solo, white_gloves, cleavage, fur-trimmed_cape, black_headwear, looking_at_viewer, holding, black_thighhighs, bangs, flag, black_skirt, fur-trimmed_legwear, jacket                                                                                              |
|   4 |        10 | ![](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)   | capelet, military_uniform, miniskirt, twintails, sidelocks, iron_cross, looking_at_viewer, pleated_skirt, 1girl, black_gloves, black_pantyhose, black_skirt, necktie, solo, long_sleeves, multiple_girls, simple_background                                                               |
|   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, navel, solo, collarbone, looking_at_viewer, simple_background, black_bra, blush, cleavage, white_background, black_panties, open_mouth, upper_body                                                                                                                                 |
|   6 |         7 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-sample4.png)   | cleavage, dirndl, looking_at_viewer, 1girl, alternate_costume, beer_mug, blush, holding_cup, solo, choker, dress, iron_cross, waist_apron, blue_apron, medium_breasts, puffy_short_sleeves, smile, white_background                                                                       |
|   7 |         9 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | 1girl, navel, solo, blush, looking_at_viewer, cleavage, black_bikini, smile                                                                                                                                                                                                               |
|   8 |         5 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, completely_nude, full_body, looking_at_viewer, nipples, solo, barefoot, blush, navel, smile, armpits, ass, feet, standing, very_long_hair                                                                                                                                          |
|   9 |        11 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, bangs, cleavage, looking_at_viewer, black_leotard, solo, covered_navel, huge_breasts, lips, thick_thighs, black_thighhighs, choker, covered_nipples, curvy, blush, cape, collarbone, sitting, smile, veiny_breasts, bare_shoulders, highleg_leotard, skindentation, very_long_hair |
|  10 |         9 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1boy, blush, hetero, nipples, penis, sex, 1girl, vaginal, censored, solo_focus, navel, bangs, completely_nude, cum_in_pussy, cowgirl_position, girl_on_top, open_mouth, sweat                                                                                                             |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | bare_shoulders   | detached_sleeves   | looking_at_viewer   | military_uniform   | solo   | brown_gloves   | white_background   | simple_background   | blush   | grey_thighhighs   | upper_body   | gloves   | smile   | cross   | turret   | cannon   | machinery   | panties   | white_gloves   | cleavage   | fur-trimmed_cape   | black_headwear   | holding   | black_thighhighs   | bangs   | flag   | black_skirt   | fur-trimmed_legwear   | jacket   | capelet   | miniskirt   | twintails   | sidelocks   | iron_cross   | pleated_skirt   | black_gloves   | black_pantyhose   | necktie   | long_sleeves   | multiple_girls   | navel   | collarbone   | black_bra   | black_panties   | open_mouth   | dirndl   | alternate_costume   | beer_mug   | holding_cup   | choker   | dress   | waist_apron   | blue_apron   | medium_breasts   | puffy_short_sleeves   | black_bikini   | completely_nude   | full_body   | nipples   | barefoot   | armpits   | ass   | feet   | standing   | very_long_hair   | black_leotard   | covered_navel   | huge_breasts   | lips   | thick_thighs   | covered_nipples   | curvy   | cape   | sitting   | veiny_breasts   | highleg_leotard   | skindentation   | 1boy   | hetero   | penis   | sex   | vaginal   | censored   | solo_focus   | cum_in_pussy   | cowgirl_position   | girl_on_top   | sweat   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-----------------|:-------------------|:--------------------|:-------------------|:-------|:---------------|:-------------------|:--------------------|:--------|:------------------|:-------------|:---------|:--------|:--------|:---------|:---------|:------------|:----------|:---------------|:-----------|:-------------------|:-----------------|:----------|:-------------------|:--------|:-------|:--------------|:----------------------|:---------|:----------|:------------|:------------|:------------|:-------------|:----------------|:---------------|:------------------|:----------|:---------------|:-----------------|:--------|:-------------|:------------|:----------------|:-------------|:---------|:--------------------|:-----------|:--------------|:---------|:--------|:--------------|:-------------|:-----------------|:----------------------|:---------------|:------------------|:------------|:----------|:-----------|:----------|:------|:-------|:-----------|:-----------------|:----------------|:----------------|:---------------|:-------|:---------------|:------------------|:--------|:-------|:----------|:----------------|:------------------|:----------------|:-------|:---------|:--------|:------|:----------|:-----------|:-------------|:---------------|:-------------------|:--------------|:--------|
|   0 |         8 | ![](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            |          |         |         |          |          |             |           |                |            |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             |              |                 |                |                   |           |                |                  |         |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   1 |        15 | ![](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       |          |          |             |           |                |            |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             |              |                 |                |                   |           |                |                  |         |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   2 |        10 | ![](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         |                |            |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             |              |                 |                |                   |           |                |                  |         |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   3 |        16 | ![](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        |           |             |             |             |              |                 |                |                   |           |                |                  |         |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   4 |        10 | ![](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           | 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            |          |                     |            |               |          |         |               |              |                  |                       |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   6 |         7 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-sample4.png)   | X       |                  |                    | X                   |                    | X      |                | X                  |                     | X       |                   |              |          | X       |         |          |          |             |           |                | X          |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             | X            |                 |                |                   |           |                |                  |         |              |             |                 |              | X        | X                   | X          | X             | X        | X       | X             | X            | X                | X                     |                |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   7 |         9 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | X       |                  |                    | X                   |                    | X      |                |                    |                     | X       |                   |              |          | X       |         |          |          |             |           |                | X          |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             |              |                 |                |                   |           |                |                  | X       |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       | X              |                   |             |           |            |           |       |        |            |                  |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   8 |         5 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | X       |                  |                    | X                   |                    | X      |                |                    |                     | X       |                   |              |          | X       |         |          |          |             |           |                |            |                    |                  |           |                    |         |        |               |                       |          |           |             |             |             |              |                 |                |                   |           |                |                  | X       |              |             |                 |              |          |                     |            |               |          |         |               |              |                  |                       |                | X                 | X           | X         | X          | X         | X     | X      | X          | X                |                 |                 |                |        |                |                   |         |        |           |                 |                   |                 |        |          |         |       |           |            |              |                |                    |               |         |
|   9 |        11 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-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               |        |          |         |       |           |            |              |                |                    |               |         |
|  10 |         9 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 bismarck/ビスマルク/俾斯麦 (Azur Lane)
=========================================


This is the dataset of bismarck/ビスマルク/俾斯麦 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, blue\_eyes, breasts, large\_breasts, hat, peaked\_cap, hair\_between\_eyes, military\_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