
# Dataset of emile_bertin/エミール・ベルタン/埃米尔·贝尔汀 (Azur Lane)

This is the dataset of emile_bertin/エミール・ベルタン/埃米尔·贝尔汀 (Azur Lane), containing 40 images and their tags.

The core tags of this character are `blonde_hair, breasts, long_hair, blue_eyes, bow, hair_bow, blue_bow, bangs, large_breasts, very_long_hair, wavy_hair, medium_breasts`, 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              |       40 | 48.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emile_bertin_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       40 | 31.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emile_bertin_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       93 | 62.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emile_bertin_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       40 | 44.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emile_bertin_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       93 | 82.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emile_bertin_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/emile_bertin_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 |        11 | ![](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, looking_at_viewer, solo, bare_shoulders, cleavage, smile, white_gloves, one-piece_swimsuit, armlet, frills, simple_background, white_background, blush, choker, closed_mouth, covered_navel, cross, halterneck, sitting, earrings, open_mouth, thighs      |
|   1 |        13 | ![](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, smile, white_gloves, looking_at_viewer, solo, maid_headdress, blue_dress, cleavage, detached_collar, apron, open_mouth, puffy_short_sleeves, striped_thighhighs, white_panties, asymmetrical_bangs, blue_thighhighs, bowtie, frilled_dress, sitting |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | bare_shoulders   | cleavage   | smile   | white_gloves   | one-piece_swimsuit   | armlet   | frills   | simple_background   | white_background   | blush   | choker   | closed_mouth   | covered_navel   | cross   | halterneck   | sitting   | earrings   | open_mouth   | thighs   | maid_headdress   | blue_dress   | detached_collar   | apron   | puffy_short_sleeves   | striped_thighhighs   | white_panties   | asymmetrical_bangs   | blue_thighhighs   | bowtie   | frilled_dress   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-----------------|:-----------|:--------|:---------------|:---------------------|:---------|:---------|:--------------------|:-------------------|:--------|:---------|:---------------|:----------------|:--------|:-------------|:----------|:-----------|:-------------|:---------|:-----------------|:-------------|:------------------|:--------|:----------------------|:---------------------|:----------------|:---------------------|:------------------|:---------|:----------------|
|   0 |        11 | ![](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        |                  |              |                   |         |                       |                      |                 |                      |                   |          |                 |
|   1 |        13 | ![](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               |


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 emile\_bertin/エミール・ベルタン/埃米尔·贝尔汀 (Azur Lane)
======================================================


This is the dataset of emile\_bertin/エミール・ベルタン/埃米尔·贝尔汀 (Azur Lane), containing 40 images and their tags.


The core tags of this character are 'blonde\_hair, breasts, long\_hair, blue\_eyes, bow, hair\_bow, blue\_bow, bangs, large\_breasts, very\_long\_hair, wavy\_hair, medium\_breasts', 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