
# Dataset of azuma/吾妻/吾妻 (Azur Lane)

This is the dataset of azuma/吾妻/吾妻 (Azur Lane), containing 256 images and their tags.

The core tags of this character are `long_hair, breasts, large_breasts, black_hair, hair_ornament, hair_between_eyes, bangs, yellow_eyes, very_long_hair, hair_flower`, 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              |      256 | 426.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/azuma_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      256 | 214.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/azuma_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      642 | 463.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/azuma_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      256 | 364.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/azuma_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      642 | 681.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/azuma_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/azuma_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 |        27 | ![](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, looking_at_viewer, official_alternate_costume, wedding_dress, white_gloves, bridal_veil, solo, cleavage, white_dress, smile, see-through_dress, white_thighhighs, elbow_gloves, blush, white_flower, closed_mouth, collarbone, garter_straps, rose, sitting                                              |
|   1 |        21 | ![](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, ass, bare_shoulders, black_thighhighs, china_dress, looking_at_viewer, garter_straps, solo, white_flower, black_gloves, blush, shoulder_tattoo, half_gloves, looking_back, black_panties, from_behind, simple_background, thighs, lace-trimmed_legwear, pelvic_curtain, white_background, white_footwear |
|   2 |         5 | ![](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, black_gloves, black_thighhighs, china_dress, looking_at_viewer, solo, white_flower, sitting, sleeveless_dress, blush, cleavage_cutout, garter_straps, official_alternate_costume, smile, thighs, brown_eyes, crossed_legs, holding, lace-trimmed_legwear, pelvic_curtain                 |
|   3 |        12 | ![](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, looking_at_viewer, blush, solo, brown_eyes, simple_background, smile, upper_body, white_background, closed_mouth, flower, hairclip, huge_breasts, purple_hair, bra_visible_through_clothes                                                                                                               |
|   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, black_gloves, black_pantyhose, hairclip, jacket_on_shoulders, smile, blush, pleated_skirt, simple_background, white_background, half_gloves, white_skirt, flower, sitting, bra_visible_through_clothes, white_jacket                                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | official_alternate_costume   | wedding_dress   | white_gloves   | bridal_veil   | solo   | cleavage   | white_dress   | smile   | see-through_dress   | white_thighhighs   | elbow_gloves   | blush   | white_flower   | closed_mouth   | collarbone   | garter_straps   | rose   | sitting   | ass   | bare_shoulders   | black_thighhighs   | china_dress   | black_gloves   | shoulder_tattoo   | half_gloves   | looking_back   | black_panties   | from_behind   | simple_background   | thighs   | lace-trimmed_legwear   | pelvic_curtain   | white_background   | white_footwear   | sleeveless_dress   | cleavage_cutout   | brown_eyes   | crossed_legs   | holding   | upper_body   | flower   | hairclip   | huge_breasts   | purple_hair   | bra_visible_through_clothes   | black_pantyhose   | jacket_on_shoulders   | pleated_skirt   | white_skirt   | white_jacket   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-----------------------------|:----------------|:---------------|:--------------|:-------|:-----------|:--------------|:--------|:--------------------|:-------------------|:---------------|:--------|:---------------|:---------------|:-------------|:----------------|:-------|:----------|:------|:-----------------|:-------------------|:--------------|:---------------|:------------------|:--------------|:---------------|:----------------|:--------------|:--------------------|:---------|:-----------------------|:-----------------|:-------------------|:-----------------|:-------------------|:------------------|:-------------|:---------------|:----------|:-------------|:---------|:-----------|:---------------|:--------------|:------------------------------|:------------------|:----------------------|:----------------|:--------------|:---------------|
|   0 |        27 | ![](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         |       |                  |                    |               |                |                   |               |                |                 |               |                     |          |                        |                  |                    |                  |                    |                   |              |                |           |              |          |            |                |               |                               |                   |                       |                 |               |                |
|   1 |        21 | ![](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                |                    |                   |              |                |           |              |          |            |                |               |                               |                   |                       |                 |               |                |
|   2 |         5 | ![](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         |              |          |            |                |               |                               |                   |                       |                 |               |                |
|   3 |        12 | ![](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                     | 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 azuma/吾妻/吾妻 (Azur Lane)
==================================


This is the dataset of azuma/吾妻/吾妻 (Azur Lane), containing 256 images and their tags.


The core tags of this character are 'long\_hair, breasts, large\_breasts, black\_hair, hair\_ornament, hair\_between\_eyes, bangs, yellow\_eyes, very\_long\_hair, hair\_flower', 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