
# Dataset of black_prince/ブラック・プリンス/黑太子 (Azur Lane)

This is the dataset of black_prince/ブラック・プリンス/黑太子 (Azur Lane), containing 52 images and their tags.

The core tags of this character are `breasts, large_breasts, pink_hair, pink_eyes, bangs, bow, hairband, hair_between_eyes, hair_bow, ribbon, long_hair, hair_ornament`, 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 | 72.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/black_prince_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       52 | 38.81 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/black_prince_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      118 | 81.70 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/black_prince_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       52 | 63.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/black_prince_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      118 | 121.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/black_prince_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/black_prince_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 |        18 | ![](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, elbow_gloves, solo, black_hairband, black_ribbon, black_skirt, looking_at_viewer, sleeveless_shirt, white_gloves, white_shirt, black_gloves, bare_shoulders, neck_ribbon, white_background, armpits, black_pantyhose, frills, sideboob, blush, open_mouth, pleated_skirt, uneven_gloves                                                                         |
|   1 |         7 | ![](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, bare_shoulders, earrings, looking_at_viewer, solo, china_dress, hand_fan, blush, holding, pantyhose, ass, blue_dress, cleavage_cutout, fingerless_gloves, hat, parted_lips, short_hair, sleeveless_dress                                                                                                                                                        |
|   2 |        13 | ![](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, blush, solo, white_bikini, cleavage, frilled_bikini, hair_flower, looking_at_viewer, collarbone, smile, bare_shoulders, navel, criss-cross_halter, red_flower, bow_hairband, hair_ribbon, open_mouth, red_eyes, thigh_strap, white_hairband, hibiscus, petals, red_hair, medium_hair, white_background, official_alternate_costume, simple_background, standing |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | elbow_gloves   | solo   | black_hairband   | black_ribbon   | black_skirt   | looking_at_viewer   | sleeveless_shirt   | white_gloves   | white_shirt   | black_gloves   | bare_shoulders   | neck_ribbon   | white_background   | armpits   | black_pantyhose   | frills   | sideboob   | blush   | open_mouth   | pleated_skirt   | uneven_gloves   | earrings   | china_dress   | hand_fan   | holding   | pantyhose   | ass   | blue_dress   | cleavage_cutout   | fingerless_gloves   | hat   | parted_lips   | short_hair   | sleeveless_dress   | white_bikini   | cleavage   | frilled_bikini   | hair_flower   | collarbone   | smile   | navel   | criss-cross_halter   | red_flower   | bow_hairband   | hair_ribbon   | red_eyes   | thigh_strap   | white_hairband   | hibiscus   | petals   | red_hair   | medium_hair   | official_alternate_costume   | simple_background   | standing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-----------------|:---------------|:--------------|:--------------------|:-------------------|:---------------|:--------------|:---------------|:-----------------|:--------------|:-------------------|:----------|:------------------|:---------|:-----------|:--------|:-------------|:----------------|:----------------|:-----------|:--------------|:-----------|:----------|:------------|:------|:-------------|:------------------|:--------------------|:------|:--------------|:-------------|:-------------------|:---------------|:-----------|:-----------------|:--------------|:-------------|:--------|:--------|:---------------------|:-------------|:---------------|:--------------|:-----------|:--------------|:-----------------|:-----------|:---------|:-----------|:--------------|:-----------------------------|:--------------------|:-----------|
|   0 |        18 | ![](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               |            |               |            |           |             |       |              |                   |                     |       |               |              |                    |                |            |                  |               |              |         |         |                      |              |                |               |            |               |                  |            |          |            |               |                              |                     |            |
|   1 |         7 | ![](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             | X            | X                  |                |            |                  |               |              |         |         |                      |              |                |               |            |               |                  |            |          |            |               |                              |                     |            |
|   2 |        13 | ![](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          |


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 black\_prince/ブラック・プリンス/黑太子 (Azur Lane)
==================================================


This is the dataset of black\_prince/ブラック・プリンス/黑太子 (Azur Lane), containing 52 images and their tags.


The core tags of this character are 'breasts, large\_breasts, pink\_hair, pink\_eyes, bangs, bow, hairband, hair\_between\_eyes, hair\_bow, ribbon, long\_hair, hair\_ornament', 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