
# Dataset of white_heart/ホワイトハート/群白之心 (Azur Lane)

This is the dataset of white_heart/ホワイトハート/群白之心 (Azur Lane), containing 448 images and their tags.

The core tags of this character are `blue_hair, red_eyes, symbol-shaped_pupils, ahoge, breasts, small_breasts, sidelocks`, 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              |      448 | 545.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/white_heart_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      448 | 306.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/white_heart_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1066 | 667.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/white_heart_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      448 | 481.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/white_heart_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1066 | 951.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/white_heart_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/white_heart_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 |        17 | ![](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) | 1boy, 1girl, blush, hetero, short_hair_with_long_locks, solo_focus, power_symbol, sex, nipples, open_mouth, looking_at_viewer, nude, penis, bar_censor, vaginal, pov, tears, ass, cum_in_pussy                         |
|   1 |         8 | ![](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, blush, elbow_gloves, looking_at_viewer, power_symbol, short_hair_with_long_locks, solo, thighhighs, leotard, bare_shoulders, smile, turtleneck                                                                  |
|   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, axe, elbow_gloves, power_symbol, short_hair_with_long_locks, solo, weapon, leotard, looking_at_viewer, bare_shoulders, open_mouth, thighhighs, blush                                                            |
|   3 |        17 | ![](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) | 1girl, bare_shoulders, elbow_gloves, looking_at_viewer, power_symbol, short_hair_with_long_locks, solo, white_leotard, hair_between_eyes, white_gloves, blush, covered_navel, light_blue_hair, smile, white_thighhighs |
|   4 |        16 | ![](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, looking_at_viewer, solo, angel_wings, feathered_wings, hair_flower, power_symbol, short_hair_with_long_locks, bare_shoulders, blush, elbow_gloves, halo, thighhighs, leotard, smile                             |
|   5 |         5 | ![](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) | 2girls, long_hair, looking_at_viewer, power_symbol, short_hair_with_long_locks, bare_shoulders, elbow_gloves, leotard, white_hair, blush, cleavage, light_blue_hair, medium_breasts                                    |
|   6 |        12 | ![](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) | 1girl, bodysuit, gauntlets, long_hair, looking_at_viewer, solo, armor, cabbie_hat, blush, covered_navel, magical_girl, wings, low_twintails, power_symbol, smile                                                       |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1boy   | 1girl   | blush   | hetero   | short_hair_with_long_locks   | solo_focus   | power_symbol   | sex   | nipples   | open_mouth   | looking_at_viewer   | nude   | penis   | bar_censor   | vaginal   | pov   | tears   | ass   | cum_in_pussy   | elbow_gloves   | solo   | thighhighs   | leotard   | bare_shoulders   | smile   | turtleneck   | axe   | weapon   | white_leotard   | hair_between_eyes   | white_gloves   | covered_navel   | light_blue_hair   | white_thighhighs   | angel_wings   | feathered_wings   | hair_flower   | halo   | 2girls   | long_hair   | white_hair   | cleavage   | medium_breasts   | bodysuit   | gauntlets   | armor   | cabbie_hat   | magical_girl   | wings   | low_twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------|:--------|:--------|:---------|:-----------------------------|:-------------|:---------------|:------|:----------|:-------------|:--------------------|:-------|:--------|:-------------|:----------|:------|:--------|:------|:---------------|:---------------|:-------|:-------------|:----------|:-----------------|:--------|:-------------|:------|:---------|:----------------|:--------------------|:---------------|:----------------|:------------------|:-------------------|:--------------|:------------------|:--------------|:-------|:---------|:------------|:-------------|:-----------|:-----------------|:-----------|:------------|:--------|:-------------|:---------------|:--------|:----------------|
|   0 |        17 | ![](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              |                |        |              |           |                  |         |              |       |          |                 |                     |                |                 |                   |                    |               |                   |               |        |          |             |              |            |                  |            |             |         |              |                |         |                 |
|   1 |         8 | ![](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            |       |          |                 |                     |                |                 |                   |                    |               |                   |               |        |          |             |              |            |                  |            |             |         |              |                |         |                 |
|   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        |                 |                     |                |                 |                   |                    |               |                   |               |        |          |             |              |            |                  |            |             |         |              |                |         |                 |
|   3 |        17 | ![](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 |        16 | ![](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      |          |             |              |            |                  |            |             |         |              |                |         |                 |
|   5 |         5 | ![](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 |        12 | ![](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               |


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 white\_heart/ホワイトハート/群白之心 (Azur Lane)
================================================


This is the dataset of white\_heart/ホワイトハート/群白之心 (Azur Lane), containing 448 images and their tags.


The core tags of this character are 'blue\_hair, red\_eyes, symbol-shaped\_pupils, ahoge, breasts, small\_breasts, sidelocks', 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