
# Dataset of enterprise/エンタープライズ/企业 (Azur Lane)

This is the dataset of enterprise/エンタープライズ/企业 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, purple_eyes, white_hair, breasts, hat, large_breasts, white_headwear, peaked_cap, very_long_hair, military_hat, bangs`, 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 | 774.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/enterprise_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 397.57 MiB | [Download](https://huggingface.co/datasets/CyberHarem/enterprise_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1267 | 854.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/enterprise_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 665.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/enterprise_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1267 | 1.23 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/enterprise_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/enterprise_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 |        13 | ![](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_coat, black_necktie, looking_at_viewer, miniskirt, open_coat, pleated_skirt, simple_background, sleeveless_shirt, solo, underbust, white_background, black_belt, bare_shoulders, collared_shirt, black_skirt, black_thighhighs, smile, white_shirt                                                                                                             |
|   1 |         9 | ![](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, black_belt, black_coat, black_necktie, black_skirt, blue_sky, miniskirt, open_coat, pleated_skirt, sleeveless_shirt, solo, looking_at_viewer, cloud, underbust, cowboy_shot, day, black_thighhighs, collared_shirt, eagle                                                                                                                                            |
|   2 |         6 | ![](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_belt, black_coat, black_necktie, miniskirt, open_coat, pleated_skirt, sleeveless_shirt, solo, collared_shirt, thighhighs, underbust                                                                                                                                                                                                            |
|   3 |        52 | ![](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, black_necktie, sleeveless_shirt, solo, collared_shirt, white_shirt, upper_body, bare_shoulders, looking_at_viewer, black_coat, open_coat, hair_between_eyes, off_shoulder, simple_background, white_background, smile                                                                                                                                                |
|   4 |        11 | ![](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, white_shirt, baseball_cap, looking_at_viewer, solo, sunglasses, jacket_around_waist, necklace, smile, bare_shoulders, black_headwear, eyewear_on_headwear, off-shoulder_shirt, clothes_writing, collarbone, wristband, short_shorts, black_shorts, bra_strap, closed_mouth, sidelocks, sitting, wristwatch                                                           |
|   5 |         6 | ![](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, black_pantyhose, boots, christmas, looking_at_viewer, smile, solo, white_footwear, winter_clothes, black_belt, earmuffs, coat, fur_trim, white_gloves, blush, pom_pom_(clothes), reindeer, sitting, skirt, white_scarf                                                                                                                                               |
|   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, earmuffs, smile, solo, white_gloves, white_scarf, winter_clothes, christmas, looking_at_viewer, black_belt, fur_trim, official_alternate_costume, white_coat, blush, cape, open_mouth, sweater                                                                                                                                                                       |
|   7 |        10 | ![](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, coat, gift_box, solo, winter_clothes, christmas, holding_gift, looking_at_viewer, white_gloves, blush, earmuffs, smile, white_scarf, black_belt, open_mouth, sweater                                                                                                                                                                                                 |
|   8 |        14 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, official_alternate_costume, race_queen, solo, looking_at_viewer, ponytail, sunglasses, bare_shoulders, cleavage, thighhighs, blush, eyewear_on_headwear, jacket, off_shoulder, thighs, collarbone, halter_dress, tinted_eyewear, boots, hair_through_headwear, white_belt, holding, outdoors, panties, partially_fingerless_gloves, single_fingerless_glove, sitting |
|   9 |        15 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, china_dress, hair_flower, solo, white_dress, coat, fur_trim, looking_at_viewer, smile, gold_trim, hoop_earrings, blush, hair_between_eyes, official_alternate_costume, pelvic_curtain, side_slit, sidelocks, simple_background, white_background                                                                                                                     |
|  10 |        11 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1girl, bridal_veil, looking_at_viewer, solo, wedding_dress, white_dress, cleavage, smile, blush, necklace, bride, bare_shoulders, earrings, holding_bouquet, white_rose, closed_mouth, hair_between_eyes, sidelocks, collarbone, mini_crown, sky, tiara                                                                                                                     |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | black_coat   | black_necktie   | looking_at_viewer   | miniskirt   | open_coat   | pleated_skirt   | simple_background   | sleeveless_shirt   | solo   | underbust   | white_background   | black_belt   | bare_shoulders   | collared_shirt   | black_skirt   | black_thighhighs   | smile   | white_shirt   | blue_sky   | cloud   | cowboy_shot   | day   | eagle   | thighhighs   | upper_body   | hair_between_eyes   | off_shoulder   | baseball_cap   | sunglasses   | jacket_around_waist   | necklace   | black_headwear   | eyewear_on_headwear   | off-shoulder_shirt   | clothes_writing   | collarbone   | wristband   | short_shorts   | black_shorts   | bra_strap   | closed_mouth   | sidelocks   | sitting   | wristwatch   | black_pantyhose   | boots   | christmas   | white_footwear   | winter_clothes   | earmuffs   | coat   | fur_trim   | white_gloves   | blush   | pom_pom_(clothes)   | reindeer   | skirt   | white_scarf   | official_alternate_costume   | white_coat   | cape   | open_mouth   | sweater   | gift_box   | holding_gift   | race_queen   | ponytail   | cleavage   | jacket   | thighs   | halter_dress   | tinted_eyewear   | hair_through_headwear   | white_belt   | holding   | outdoors   | panties   | partially_fingerless_gloves   | single_fingerless_glove   | china_dress   | hair_flower   | white_dress   | gold_trim   | hoop_earrings   | pelvic_curtain   | side_slit   | bridal_veil   | wedding_dress   | bride   | earrings   | holding_bouquet   | white_rose   | mini_crown   | sky   | tiara   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------------|:----------------|:--------------------|:------------|:------------|:----------------|:--------------------|:-------------------|:-------|:------------|:-------------------|:-------------|:-----------------|:-----------------|:--------------|:-------------------|:--------|:--------------|:-----------|:--------|:--------------|:------|:--------|:-------------|:-------------|:--------------------|:---------------|:---------------|:-------------|:----------------------|:-----------|:-----------------|:----------------------|:---------------------|:------------------|:-------------|:------------|:---------------|:---------------|:------------|:---------------|:------------|:----------|:-------------|:------------------|:--------|:------------|:-----------------|:-----------------|:-----------|:-------|:-----------|:---------------|:--------|:--------------------|:-----------|:--------|:--------------|:-----------------------------|:-------------|:-------|:-------------|:----------|:-----------|:---------------|:-------------|:-----------|:-----------|:---------|:---------|:---------------|:-----------------|:------------------------|:-------------|:----------|:-----------|:----------|:------------------------------|:--------------------------|:--------------|:--------------|:--------------|:------------|:----------------|:-----------------|:------------|:--------------|:----------------|:--------|:-----------|:------------------|:-------------|:-------------|:------|:--------|
|   0 |        13 | ![](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             |            |         |               |       |         |              |              |                     |                |                |              |                       |            |                  |                       |                      |                   |              |             |                |                |             |                |             |           |              |                   |         |             |                  |                  |            |        |            |                |         |                     |            |         |               |                              |              |        |              |           |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   1 |         9 | ![](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 |         6 | ![](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            |              |                     |                |                |              |                       |            |                  |                       |                      |                   |              |             |                |                |             |                |             |           |              |                   |         |             |                  |                  |            |        |            |                |         |                     |            |         |               |                              |              |        |              |           |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   3 |        52 | ![](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              |                |              |                       |            |                  |                       |                      |                   |              |             |                |                |             |                |             |           |              |                   |         |             |                  |                  |            |        |            |                |         |                     |            |         |               |                              |              |        |              |           |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   4 |        11 | ![](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 |         6 | ![](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             |                              |              |        |              |           |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   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         |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   7 |        10 | ![](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              |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   8 |        14 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-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                         |               |               |               |             |                 |                  |             |               |                 |         |            |                   |              |              |       |         |
|   9 |        15 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | X       |              |                 | X                   |             |             |                 | X                   |                    | X      |             | X                  |              |                  |                  |               |                    | X       |               |            |         |               |       |         |              |              | X                   |                |                |              |                       |            |                  |                       |                      |                   |              |             |                |                |             |                | X           |           |              |                   |         |             |                  |                  |            | X      | X          |                | X       |                     |            |         |               | X                            |              |        |              |           |            |                |              |            |            |          |          |                |                  |                         |              |           |            |           |                               |                           | X             | X             | X             | X           | X               | X                | X           |               |                 |         |            |                   |              |              |       |         |
|  10 |        11 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 enterprise/エンタープライズ/企业 (Azur Lane)
=============================================


This is the dataset of enterprise/エンタープライズ/企业 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, purple\_eyes, white\_hair, breasts, hat, large\_breasts, white\_headwear, peaked\_cap, very\_long\_hair, military\_hat, bangs', 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