
# Dataset of ami_futami/双海亜美/双海亚美 (Azur Lane)

This is the dataset of ami_futami/双海亜美/双海亚美 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `brown_hair, side_ponytail, brown_eyes, short_hair, hair_ornament`, 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 | 432.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ami_futami_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 303.36 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ami_futami_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1028 | 585.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ami_futami_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 400.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ami_futami_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1028 | 745.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ami_futami_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/ami_futami_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 |        14 | ![](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, flat_chest, hair_bobbles, nipples, nude, pussy, loli, solo, navel, blush, smile, small_breasts, tears                                                                                                                                                           |
|   1 |         5 | ![](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)   | 1boy, 1girl, hetero, penis, solo_focus, bar_censor, flat_chest, hair_bobbles, loli, nipples, nude, smile, blush, ass, cum_on_body, ejaculation, pussy                                                                                                                  |
|   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)   | nipples, nude, small_breasts, 2girls, navel, sisters, twins, open_mouth, solo_focus, :d, barefoot, pussy                                                                                                                                                               |
|   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)   | 2girls, blush, nipples, nude, sisters, small_breasts, yuri, sweat, twincest, grin, hair_bobbles, navel, sitting                                                                                                                                                        |
|   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)   | 2girls, sisters, twins, grin, hair_bobbles, open_mouth                                                                                                                                                                                                                 |
|   5 |        12 | ![](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)   | open_mouth, 2girls, :d, long_hair                                                                                                                                                                                                                                      |
|   6 |         5 | ![](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)   | one_eye_closed, open_mouth, smile, 2girls, ;d, v, ribbon                                                                                                                                                                                                               |
|   7 |        11 | ![](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, solo, open_mouth, star_(symbol), :d                                                                                                                                                                                                                             |
|   8 |        12 | ![](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, smile, solo, navel, looking_at_viewer, midriff, one_eye_closed, shorts, long_hair, open_mouth, ;d, suspenders                                                                                                                                                   |
|   9 |         6 | ![](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, solo, ass, looking_back, bikini, blush, hair_bobbles, smile, day                                                                                                                                                                                                |
|  10 |        10 | ![](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) | looking_at_viewer, star_print, white_background, 1girl, long_hair, shiny_hair, short_sleeves, standing, white_shirt, bangs, hair_scrunchie, one_eye_closed, solo_focus, 2girls, collarbone, miniskirt, simple_background, grin, open_mouth, pleated_skirt, print_shirt |
|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-sample4.png) | 1girl, solo, blush, long_hair, looking_at_viewer, sitting, alternate_hairstyle, camisole, hair_down, small_breasts, adjusting_hair, cleavage, mouth_hold, panties, smile, strap_slip                                                                                   |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | flat_chest   | hair_bobbles   | nipples   | nude   | pussy   | loli   | solo   | navel   | blush   | smile   | small_breasts   | tears   | 1boy   | hetero   | penis   | solo_focus   | bar_censor   | ass   | cum_on_body   | ejaculation   | 2girls   | sisters   | twins   | open_mouth   | :d   | barefoot   | yuri   | sweat   | twincest   | grin   | sitting   | long_hair   | one_eye_closed   | ;d   | v   | ribbon   | star_(symbol)   | looking_at_viewer   | midriff   | shorts   | suspenders   | looking_back   | bikini   | day   | star_print   | white_background   | shiny_hair   | short_sleeves   | standing   | white_shirt   | bangs   | hair_scrunchie   | collarbone   | miniskirt   | simple_background   | pleated_skirt   | print_shirt   | alternate_hairstyle   | camisole   | hair_down   | adjusting_hair   | cleavage   | mouth_hold   | panties   | strap_slip   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:-------------|:---------------|:----------|:-------|:--------|:-------|:-------|:--------|:--------|:--------|:----------------|:--------|:-------|:---------|:--------|:-------------|:-------------|:------|:--------------|:--------------|:---------|:----------|:--------|:-------------|:-----|:-----------|:-------|:--------|:-----------|:-------|:----------|:------------|:-----------------|:-----|:----|:---------|:----------------|:--------------------|:----------|:---------|:-------------|:---------------|:---------|:------|:-------------|:-------------------|:-------------|:----------------|:-----------|:--------------|:--------|:-----------------|:-------------|:------------|:--------------------|:----------------|:--------------|:----------------------|:-----------|:------------|:-----------------|:-----------|:-------------|:----------|:-------------|
|   0 |        14 | ![](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       |        |          |         |              |              |       |               |               |          |           |         |              |      |            |        |         |            |        |           |             |                  |      |     |          |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   1 |         5 | ![](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 |         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          |        |         |            |        |           |             |                  |      |     |          |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   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         |             |                  |      |     |          |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   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      |           |             |                  |      |     |          |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   5 |        12 | ![](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           |                  |      |     |          |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   6 |         5 | ![](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        |                 |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   7 |        11 | ![](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               |                     |           |          |              |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   8 |        12 | ![](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            |                |          |       |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|   9 |         6 | ![](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     |              |                    |              |                 |            |               |         |                  |              |             |                     |                 |               |                       |            |             |                  |            |              |           |              |
|  10 |        10 | ![](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             |                       |            |             |                  |            |              |           |              |
|  11 |         5 | ![](samples/11/clu11-sample0.png) | ![](samples/11/clu11-sample1.png) | ![](samples/11/clu11-sample2.png) | ![](samples/11/clu11-sample3.png) | ![](samples/11/clu11-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 ami\_futami/双海亜美/双海亚美 (Azur Lane)
============================================


This is the dataset of ami\_futami/双海亜美/双海亚美 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'brown\_hair, side\_ponytail, brown\_eyes, short\_hair, hair\_ornament', 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