
# Dataset of formidable/フォーミダブル/可畏 (Azur Lane)

This is the dataset of formidable/フォーミダブル/可畏 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, breasts, red_eyes, very_long_hair, large_breasts, twintails, bangs, ribbon, grey_hair, hair_ribbon, between_breasts, two-tone_ribbon, earrings`, 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              |      500 | 1.00 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 484.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1328 | 1.06 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 853.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/formidable_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1328 | 1.64 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/formidable_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/formidable_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 |        40 | ![](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, official_alternate_costume, solo, white_dress, black_choker, looking_at_viewer, hair_ornament, black_sailor_collar, dress_bow, navel_cutout, veil, black_neckerchief, sleeveless_dress, two-tone_dress, blush, black_ribbon, dress_flower, closed_mouth, simple_background, sitting, white_background, armpits, neck_ribbon |
|   1 |        17 | ![](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, black_dress, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, two-tone_dress, blush, simple_background, jewelry, white_background, closed_mouth, detached_collar, skirt_hold, collarbone                                                                                                     |
|   2 |        16 | ![](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_dress, blush, cleavage, frilled_dress, long_sleeves, looking_at_viewer, solo, hair_bow, white_background, black_bow, jewelry, collarbone, simple_background, closed_mouth, detached_collar, hand_up, upper_body, parted_lips                                                                          |
|   3 |         8 | ![](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, blue_bikini, double_bun, looking_at_viewer, solo, blush, braided_bun, choker, cleavage, simple_background, white_background, ahoge, collarbone, feather_boa, navel, halterneck, official_alternate_costume, parted_lips, twin_braids, upper_body                                                                            |
|   4 |        13 | ![](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, blue_bikini, braided_bun, cleavage, double_bun, solo, looking_at_viewer, official_alternate_costume, single_thighhigh, blush, feather_boa, multi-strapped_bikini, navel, white_thighhighs, water, day, outdoors, ahoge, blue_sky, criss-cross_halter, twin_braids, pink_choker, sitting, cloud, aqua_bikini                 |
|   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) | 1girl, alternate_costume, pleated_skirt, school_uniform, simple_background, solo, white_background, looking_at_viewer, white_shirt, blue_skirt, collared_shirt, huge_breasts, long_sleeves, necktie, short_sleeves, thighhighs, zettai_ryouiki                                                                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | official_alternate_costume   | solo   | white_dress   | black_choker   | looking_at_viewer   | hair_ornament   | black_sailor_collar   | dress_bow   | navel_cutout   | veil   | black_neckerchief   | sleeveless_dress   | two-tone_dress   | blush   | black_ribbon   | dress_flower   | closed_mouth   | simple_background   | sitting   | white_background   | armpits   | neck_ribbon   | bare_shoulders   | black_dress   | cleavage   | frilled_dress   | long_sleeves   | jewelry   | detached_collar   | skirt_hold   | collarbone   | hair_bow   | black_bow   | hand_up   | upper_body   | parted_lips   | blue_bikini   | double_bun   | braided_bun   | choker   | ahoge   | feather_boa   | navel   | halterneck   | twin_braids   | single_thighhigh   | multi-strapped_bikini   | white_thighhighs   | water   | day   | outdoors   | blue_sky   | criss-cross_halter   | pink_choker   | cloud   | aqua_bikini   | alternate_costume   | pleated_skirt   | school_uniform   | white_shirt   | blue_skirt   | collared_shirt   | huge_breasts   | necktie   | short_sleeves   | thighhighs   | zettai_ryouiki   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------------------|:-------|:--------------|:---------------|:--------------------|:----------------|:----------------------|:------------|:---------------|:-------|:--------------------|:-------------------|:-----------------|:--------|:---------------|:---------------|:---------------|:--------------------|:----------|:-------------------|:----------|:--------------|:-----------------|:--------------|:-----------|:----------------|:---------------|:----------|:------------------|:-------------|:-------------|:-----------|:------------|:----------|:-------------|:--------------|:--------------|:-------------|:--------------|:---------|:--------|:--------------|:--------|:-------------|:--------------|:-------------------|:------------------------|:-------------------|:--------|:------|:-----------|:-----------|:---------------------|:--------------|:--------|:--------------|:--------------------|:----------------|:-----------------|:--------------|:-------------|:-----------------|:---------------|:----------|:----------------|:-------------|:-----------------|
|   0 |        40 | ![](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         | X             |                  |               |            |                 |                |           |                   |              |              |            |             |           |              |               |               |              |               |          |         |               |         |              |               |                    |                         |                    |         |       |            |            |                      |               |         |               |                     |                 |                  |               |              |                  |                |           |                 |              |                  |
|   1 |        17 | ![](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            |            |             |           |              |               |               |              |               |          |         |               |         |              |               |                    |                         |                    |         |       |            |            |                      |               |         |               |                     |                 |                  |               |              |                  |                |           |                 |              |                  |
|   2 |        16 | ![](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             |               |              |               |          |         |               |         |              |               |                    |                         |                    |         |       |            |            |                      |               |         |               |                     |                 |                  |               |              |                  |                |           |                 |              |                  |
|   3 |         8 | ![](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             | X       | X            | X             |                    |                         |                    |         |       |            |            |                      |               |         |               |                     |                 |                  |               |              |                  |                |           |                 |              |                  |
|   4 |        13 | ![](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       | 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              | 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 formidable/フォーミダブル/可畏 (Azur Lane)
============================================


This is the dataset of formidable/フォーミダブル/可畏 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, breasts, red\_eyes, very\_long\_hair, large\_breasts, twintails, bangs, ribbon, grey\_hair, hair\_ribbon, between\_breasts, two-tone\_ribbon, earrings', 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