
# Dataset of brunhilde/ブリュンヒルデ/布伦希尔德 (Azur Lane)

This is the dataset of brunhilde/ブリュンヒルデ/布伦希尔德 (Azur Lane), containing 43 images and their tags.

The core tags of this character are `breasts, multicolored_hair, short_hair, two-tone_hair, white_hair, black_hair, red_eyes, bangs, hair_between_eyes, large_breasts, split-color_hair`, 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              |       43 | 69.67 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/brunhilde_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       43 | 35.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/brunhilde_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      106 | 75.44 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/brunhilde_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       43 | 59.20 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/brunhilde_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      106 | 111.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/brunhilde_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/brunhilde_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 |        25 | ![](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, bodystocking, solo, looking_at_viewer, black_capelet, covered_navel, closed_mouth, gauntlets, iron_cross, black_footwear, horns, standing, cleavage, gloves, knee_boots, sitting, waist_cape                                                                                                    |
|   1 |         9 | ![](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) | midriff, navel, white_shirt, red_shorts, stomach, 1girl, crop_top_overhang, short_shorts, open_jacket, red_jacket, short_sleeves, solo, cowboy_shot, looking_at_viewer, off_shoulder, sweat, bread, official_alternate_costume, red_hairband, simple_background, standing, underboob, white_background |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bodystocking   | solo   | looking_at_viewer   | black_capelet   | covered_navel   | closed_mouth   | gauntlets   | iron_cross   | black_footwear   | horns   | standing   | cleavage   | gloves   | knee_boots   | sitting   | waist_cape   | midriff   | navel   | white_shirt   | red_shorts   | stomach   | crop_top_overhang   | short_shorts   | open_jacket   | red_jacket   | short_sleeves   | cowboy_shot   | off_shoulder   | sweat   | bread   | official_alternate_costume   | red_hairband   | simple_background   | underboob   | white_background   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------------------|:----------------|:----------------|:---------------|:------------|:-------------|:-----------------|:--------|:-----------|:-----------|:---------|:-------------|:----------|:-------------|:----------|:--------|:--------------|:-------------|:----------|:--------------------|:---------------|:--------------|:-------------|:----------------|:--------------|:---------------|:--------|:--------|:-----------------------------|:---------------|:--------------------|:------------|:-------------------|
|   0 |        25 | ![](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            |           |         |               |              |           |                     |                |               |              |                 |               |                |         |         |                              |                |                     |             |                    |
|   1 |         9 | ![](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       | 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 brunhilde/ブリュンヒルデ/布伦希尔德 (Azur Lane)
==============================================


This is the dataset of brunhilde/ブリュンヒルデ/布伦希尔德 (Azur Lane), containing 43 images and their tags.


The core tags of this character are 'breasts, multicolored\_hair, short\_hair, two-tone\_hair, white\_hair, black\_hair, red\_eyes, bangs, hair\_between\_eyes, large\_breasts, split-color\_hair', 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