
# Dataset of akashi/明石/明石 (Azur Lane)

This is the dataset of akashi/明石/明石 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `green_hair, animal_ears, long_hair, cat_ears, ahoge, hair_between_eyes, bangs, bow, very_long_hair, yellow_eyes, hair_ornament, hair_bow, mole, mole_under_eye, red_bow`, 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 | 561.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akashi_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 336.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akashi_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1165 | 719.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akashi_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 502.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akashi_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1165 | 994.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/akashi_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/akashi_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 |         8 | ![](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, black_bow, full_body, long_sleeves, looking_at_viewer, sailor_dress, sleeves_past_wrists, solo, white_dress, braid, simple_background, white_background, wide_sleeves, blush, kneehighs, shoes, standing, absurdly_long_hair, grey_footwear, :3, choker, neck_bell, parted_lips, holding, jingle_bell, wrench                                                                                                   |
|   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, looking_at_viewer, simple_background, sleeves_past_wrists, solo, white_background, white_dress, bell, blush, long_sleeves, choker, sailor_dress, :3, wide_sleeves, black_bow, braid, wrench                                                                                                                                                                                                                     |
|   2 |         7 | ![](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, :3, black_sailor_collar, blush, brown_eyes, jingle_bell, long_sleeves, looking_at_viewer, sailor_dress, sleeves_past_fingers, smile, solo, white_background, white_dress, simple_background, black_bow, animal_ear_fluff, closed_mouth, heart                                                                                                                                                                   |
|   3 |         5 | ![](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, :3, :d, black_bow, blush, long_sleeves, open_mouth, simple_background, solo, white_background, white_dress, bell, braid, full_body, looking_at_viewer, sailor_dress, kneehighs, sleeves_past_fingers, white_socks, brown_footwear, fang, loafers, sailor_collar, standing_on_one_leg, wrench                                                                                                                    |
|   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, sleeves_past_fingers, solo, long_sleeves, black_bow, black_dress, frilled_hairband, open_mouth, :3, blush, white_thighhighs, black_hairband, red_gemstone, twintails, :d, puffy_sleeves, frilled_thighhighs, gothic_lolita, wide_sleeves, simple_background, choker, white_background, animal_ear_fluff, black_footwear, brown_eyes                                                          |
|   5 |        18 | ![](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, jingle_bell, long_sleeves, red_kimono, wide_sleeves, hair_bell, sleeves_past_fingers, blush, looking_at_viewer, obi, solo, frilled_sleeves, smile, braid, ribbon-trimmed_legwear, short_kimono, :3, animal_ear_fluff, white_thighhighs, open_mouth, shide, striped                                                                                                                                              |
|   6 |        13 | ![](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, animal_ear_fluff, black_hairband, hair_ribbon, red_necktie, red_ribbon, sleeves_past_fingers, solo, twin_braids, looking_at_viewer, white_shirt, black_skirt, id_card, long_sleeves, blush, pleated_skirt, :3, black_bow, white_pantyhose, vest, open_mouth, black_footwear, collared_shirt, frilled_sleeves, official_alternate_costume, sparkle, white_background, :d, full_body, simple_background, standing |
|   7 |         9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1girl, animal_hood, long_sleeves, solo, wataboushi, white_thighhighs, blush, looking_at_viewer, red_skirt, sleeves_past_fingers, smile, uchikake, detached_sleeves, jingle_bell, pleated_skirt, wide_sleeves, bare_shoulders, hood_up, official_alternate_costume, white_kimono, zettai_ryouiki, :3, fake_animal_ears, open_mouth, sitting                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_bow   | full_body   | long_sleeves   | looking_at_viewer   | sailor_dress   | sleeves_past_wrists   | solo   | white_dress   | braid   | simple_background   | white_background   | wide_sleeves   | blush   | kneehighs   | shoes   | standing   | absurdly_long_hair   | grey_footwear   | :3   | choker   | neck_bell   | parted_lips   | holding   | jingle_bell   | wrench   | bell   | black_sailor_collar   | brown_eyes   | sleeves_past_fingers   | smile   | animal_ear_fluff   | closed_mouth   | heart   | :d   | open_mouth   | white_socks   | brown_footwear   | fang   | loafers   | sailor_collar   | standing_on_one_leg   | black_dress   | frilled_hairband   | white_thighhighs   | black_hairband   | red_gemstone   | twintails   | puffy_sleeves   | frilled_thighhighs   | gothic_lolita   | black_footwear   | red_kimono   | hair_bell   | obi   | frilled_sleeves   | ribbon-trimmed_legwear   | short_kimono   | shide   | striped   | hair_ribbon   | red_necktie   | red_ribbon   | twin_braids   | white_shirt   | black_skirt   | id_card   | pleated_skirt   | white_pantyhose   | vest   | collared_shirt   | official_alternate_costume   | sparkle   | animal_hood   | wataboushi   | red_skirt   | uchikake   | detached_sleeves   | bare_shoulders   | hood_up   | white_kimono   | zettai_ryouiki   | fake_animal_ears   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:------------|:---------------|:--------------------|:---------------|:----------------------|:-------|:--------------|:--------|:--------------------|:-------------------|:---------------|:--------|:------------|:--------|:-----------|:---------------------|:----------------|:-----|:---------|:------------|:--------------|:----------|:--------------|:---------|:-------|:----------------------|:-------------|:-----------------------|:--------|:-------------------|:---------------|:--------|:-----|:-------------|:--------------|:-----------------|:-------|:----------|:----------------|:----------------------|:--------------|:-------------------|:-------------------|:-----------------|:---------------|:------------|:----------------|:---------------------|:----------------|:-----------------|:-------------|:------------|:------|:------------------|:-------------------------|:---------------|:--------|:----------|:--------------|:--------------|:-------------|:--------------|:--------------|:--------------|:----------|:----------------|:------------------|:-------|:-----------------|:-----------------------------|:----------|:--------------|:-------------|:------------|:-----------|:-------------------|:-----------------|:----------|:---------------|:-----------------|:-------------------|:----------|
|   0 |         8 | ![](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             | 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              | X       |             |         |            |                      |                 | X    | X        |             |               |           |               | X        | X      |                       |              |                        |         |                    |                |         |      |              |               |                  |        |           |                 |                       |               |                    |                    |                  |                |             |                 |                      |                 |                  |              |             |       |                   |                          |                |         |           |               |               |              |               |               |               |           |                 |                   |        |                  |                              |           |               |              |             |            |                    |                  |           |                |                  |                    |           |
|   2 |         7 | ![](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       |      |              |               |                  |        |           |                 |                       |               |                    |                    |                  |                |             |                 |                      |                 |                  |              |             |       |                   |                          |                |         |           |               |               |              |               |               |               |           |                 |                   |        |                  |                              |           |               |              |             |            |                    |                  |           |                |                  |                    |           |
|   3 |         5 | ![](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             | 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                  | X                  | X                | X              | X           | X               | X                    | X               | X                |              |             |       |                   |                          |                |         |           |               |               |              |               |               |               |           |                 |                   |        |                  |                              |           |               |              |             |            |                    |                  |           |                |                  |                    |           |
|   5 |        18 | ![](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     | X                 | X                        | X              | X       | X         |               |               |              |               |               |               |           |                 |                   |        |                  |                              |           |               |              |             |            |                    |                  |           |                |                  |                    |           |
|   6 |        13 | ![](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            |               |                  |        |           |                 |                       |               |                    |                    | X                |                |             |                 |                      |                 | X                |              |             |       | X                 |                          |                |         |           | X             | X             | X            | X             | X             | X             | X         | X               | X                 | X      | X                | X                            | X         |               |              |             |            |                    |                  |           |                |                  |                    |           |
|   7 |         9 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-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         |


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 akashi/明石/明石 (Azur Lane)
===================================


This is the dataset of akashi/明石/明石 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'green\_hair, animal\_ears, long\_hair, cat\_ears, ahoge, hair\_between\_eyes, bangs, bow, very\_long\_hair, yellow\_eyes, hair\_ornament, hair\_bow, mole, mole\_under\_eye, red\_bow', 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