
# Dataset of unicorn/ユニコーン/独角兽 (Azur Lane)

This is the dataset of unicorn/ユニコーン/独角兽 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `purple_hair, long_hair, bangs, purple_eyes, ahoge, very_long_hair, ribbon, hair_bun, single_hair_bun, hair_ribbon, single_side_bun, one_side_up, black_ribbon, bow, hair_ornament, hair_between_eyes`, 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 | 703.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/unicorn_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 380.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/unicorn_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1301 | 863.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/unicorn_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 612.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/unicorn_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1301 | 1.21 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/unicorn_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/unicorn_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 |        19 | ![](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, bare_shoulders, blush, detached_sleeves, long_sleeves, looking_at_viewer, object_hug, solo, stuffed_animal, stuffed_winged_unicorn, white_background, white_dress, black_bow, simple_background, closed_mouth, sleeves_past_wrists, halterneck                                                                                            |
|   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, fingerless_gloves, solo, bare_shoulders, cosplay, looking_at_viewer, purple_dress, purple_gloves, black_thighhighs, elbow_gloves, star_(symbol), blue_dress, collarbone, starry_sky, night_sky, quad_tails, zettai_ryouiki, breasts, halterneck, parted_lips, smile                                                                |
|   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, blush, bun_cover, china_dress, short_sleeves, solo, white_dress, looking_at_viewer, pelvic_curtain, white_thighhighs, wrist_cuffs, double_bun, stuffed_animal, stuffed_winged_unicorn, white_background, closed_mouth, small_breasts, gift_box, on_head, sitting, simple_background, cleavage_cutout, covered_navel, heart, holding_gift  |
|   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, hair_scrunchie, holding_phone, long_sleeves, looking_at_viewer, low_twintails, pleated_skirt, serafuku, simple_background, smartphone, solo, white_pantyhose, x_hair_ornament, black_skirt, white_background, white_cardigan, black_sailor_collar, black_scrunchie, neckerchief, open_mouth, :d                                    |
|   4 |         6 | ![](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, backpack, black_skirt, blush, holding_phone, long_sleeves, looking_at_viewer, low_twintails, pleated_skirt, serafuku, smartphone, solo, white_cardigan, white_pantyhose, x_hair_ornament, hair_scrunchie, pink_neckerchief, anchor_symbol, simple_background, white_background, bag_charm, black_sailor_collar, sidelocks                 |
|   5 |        11 | ![](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, backpack, hair_scrunchie, long_sleeves, looking_at_viewer, low_twintails, pleated_skirt, serafuku, solo, x_hair_ornament, blush, simple_background, white_background, white_pantyhose, black_skirt, white_cardigan, pink_neckerchief, black_scrunchie, black_sailor_collar, anchor_symbol, closed_mouth, collarbone, holding_strap, smile |
|   6 |         7 | ![](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, black_sailor_collar, blush, hair_scrunchie, long_sleeves, looking_at_viewer, low_twintails, serafuku, solo, anchor_symbol, closed_mouth, pink_neckerchief, smile, white_cardigan, white_pantyhose, x_hair_ornament, black_scrunchie, black_skirt, pleated_skirt, sleeves_past_wrists                                                      |
|   7 |         6 | ![](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, long_sleeves, solo, blush, hair_flower, holding, looking_at_viewer, obi, wide_sleeves, white_kimono, depth_of_field, floral_print, parted_lips, pink_flower, smile, white_background                                                                                                                                                      |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | blush   | detached_sleeves   | long_sleeves   | looking_at_viewer   | object_hug   | solo   | stuffed_animal   | stuffed_winged_unicorn   | white_background   | white_dress   | black_bow   | simple_background   | closed_mouth   | sleeves_past_wrists   | halterneck   | fingerless_gloves   | cosplay   | purple_dress   | purple_gloves   | black_thighhighs   | elbow_gloves   | star_(symbol)   | blue_dress   | collarbone   | starry_sky   | night_sky   | quad_tails   | zettai_ryouiki   | breasts   | parted_lips   | smile   | bun_cover   | china_dress   | short_sleeves   | pelvic_curtain   | white_thighhighs   | wrist_cuffs   | double_bun   | small_breasts   | gift_box   | on_head   | sitting   | cleavage_cutout   | covered_navel   | heart   | holding_gift   | hair_scrunchie   | holding_phone   | low_twintails   | pleated_skirt   | serafuku   | smartphone   | white_pantyhose   | x_hair_ornament   | black_skirt   | white_cardigan   | black_sailor_collar   | black_scrunchie   | neckerchief   | open_mouth   | :d   | backpack   | pink_neckerchief   | anchor_symbol   | bag_charm   | sidelocks   | holding_strap   | hair_flower   | holding   | obi   | wide_sleeves   | white_kimono   | depth_of_field   | floral_print   | pink_flower   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:-------------------|:---------------|:--------------------|:-------------|:-------|:-----------------|:-------------------------|:-------------------|:--------------|:------------|:--------------------|:---------------|:----------------------|:-------------|:--------------------|:----------|:---------------|:----------------|:-------------------|:---------------|:----------------|:-------------|:-------------|:-------------|:------------|:-------------|:-----------------|:----------|:--------------|:--------|:------------|:--------------|:----------------|:-----------------|:-------------------|:--------------|:-------------|:----------------|:-----------|:----------|:----------|:------------------|:----------------|:--------|:---------------|:-----------------|:----------------|:----------------|:----------------|:-----------|:-------------|:------------------|:------------------|:--------------|:-----------------|:----------------------|:------------------|:--------------|:-------------|:-----|:-----------|:-------------------|:----------------|:------------|:------------|:----------------|:--------------|:----------|:------|:---------------|:---------------|:-----------------|:---------------|:--------------|
|   0 |        19 | ![](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            |                     |           |                |                 |                    |                |                 |              |              |              |             |              |                  |           |               |         |             |               |                 |                  |                    |               |              |                 |            |           |           |                   |                 |         |                |                  |                 |                 |                 |            |              |                   |                   |               |                  |                       |                   |               |              |      |            |                    |                 |             |             |                 |               |           |       |                |                |                  |                |               |
|   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           | 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            | 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                | X                     | X                 | X             | X            | X    |            |                    |                 |             |             |                 |               |           |       |                |                |                  |                |               |
|   4 |         6 | ![](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           |                 |               |           |       |                |                |                  |                |               |
|   5 |        11 | ![](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                  | X               |             |             | X               |               |           |       |                |                |                  |                |               |
|   6 |         7 | ![](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               |             |             |                 |               |           |       |                |                |                  |                |               |
|   7 |         6 | ![](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             |


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 unicorn/ユニコーン/独角兽 (Azur Lane)
========================================


This is the dataset of unicorn/ユニコーン/独角兽 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'purple\_hair, long\_hair, bangs, purple\_eyes, ahoge, very\_long\_hair, ribbon, hair\_bun, single\_hair\_bun, hair\_ribbon, single\_side\_bun, one\_side\_up, black\_ribbon, bow, hair\_ornament, hair\_between\_eyes', 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