
# Dataset of howe/ハウ/豪 (Azur Lane)

This is the dataset of howe/ハウ/豪 (Azur Lane), containing 74 images and their tags.

The core tags of this character are `blonde_hair, long_hair, breasts, large_breasts, blue_eyes, bangs, hair_ornament, braid, earrings, multicolored_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              |       74 | 155.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/howe_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       74 | 73.97 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/howe_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      185 | 157.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/howe_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       74 | 129.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/howe_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      185 | 250.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/howe_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/howe_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) | 1girl, solo, looking_at_viewer, bare_shoulders, hairclip, red_dress, hat, official_alternate_costume, black_pantyhose, blush, plaid_dress, necklace, smile, off_shoulder, black_headwear, handbag, sleeveless, gradient_hair, long_sleeves, nail_polish, open_mouth, red_hair |
|   1 |         6 | ![](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, cleavage, looking_at_viewer, solo, feather_boa, official_alternate_costume, black_dress, closed_mouth, red_dress, sitting, blush, bracelet, crossed_legs, ferret, high_heels, ring, smile, thigh_strap                                                 |
|   2 |        14 | ![](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, maid_headdress, solo, frills, looking_at_viewer, official_alternate_costume, cleavage, very_long_hair, bare_shoulders, black_gloves, detached_sleeves, simple_background, white_apron, white_background, garter_straps, black_thighhighs, holding                      |
|   3 |         6 | ![](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, blush, hetero, 1boy, censored, penis, sex, vaginal, breast_grab, faceless_male, grabbing, nipples, nude, open_mouth, solo_focus, straddling, sweat                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | bare_shoulders   | hairclip   | red_dress   | hat   | official_alternate_costume   | black_pantyhose   | blush   | plaid_dress   | necklace   | smile   | off_shoulder   | black_headwear   | handbag   | sleeveless   | gradient_hair   | long_sleeves   | nail_polish   | open_mouth   | red_hair   | cleavage   | feather_boa   | black_dress   | closed_mouth   | sitting   | bracelet   | crossed_legs   | ferret   | high_heels   | ring   | thigh_strap   | maid_headdress   | frills   | very_long_hair   | black_gloves   | detached_sleeves   | simple_background   | white_apron   | white_background   | garter_straps   | black_thighhighs   | holding   | hetero   | 1boy   | censored   | penis   | sex   | vaginal   | breast_grab   | faceless_male   | grabbing   | nipples   | nude   | solo_focus   | straddling   | sweat   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-----------------|:-----------|:------------|:------|:-----------------------------|:------------------|:--------|:--------------|:-----------|:--------|:---------------|:-----------------|:----------|:-------------|:----------------|:---------------|:--------------|:-------------|:-----------|:-----------|:--------------|:--------------|:---------------|:----------|:-----------|:---------------|:---------|:-------------|:-------|:--------------|:-----------------|:---------|:-----------------|:---------------|:-------------------|:--------------------|:--------------|:-------------------|:----------------|:-------------------|:----------|:---------|:-------|:-----------|:--------|:------|:----------|:--------------|:----------------|:-----------|:----------|:-------|:-------------|:-------------|:--------|
|   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              | X             | X            | X          |            |               |               |                |           |            |                |          |              |        |               |                  |          |                  |                |                    |                     |               |                    |                 |                    |           |          |        |            |         |       |           |               |                 |            |           |        |              |              |         |
|   1 |         6 | ![](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             |                  |          |                  |                |                    |                     |               |                    |                 |                    |           |          |        |            |         |       |           |               |                 |            |           |        |              |              |         |
|   2 |        14 | ![](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         |          |        |            |         |       |           |               |                 |            |           |        |              |              |         |
|   3 |         6 | ![](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            | 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 howe/ハウ/豪 (Azur Lane)
================================


This is the dataset of howe/ハウ/豪 (Azur Lane), containing 74 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, breasts, large\_breasts, blue\_eyes, bangs, hair\_ornament, braid, earrings, multicolored\_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
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