
# Dataset of little_bel/ベルちゃん/小贝法 (Azur Lane)

This is the dataset of little_bel/ベルちゃん/小贝法 (Azur Lane), containing 201 images and their tags.

The core tags of this character are `long_hair, braid, white_hair, maid_headdress, bangs, one_side_up, blue_eyes, ribbon, purple_eyes, bow`, which are pruned in this dataset.

Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by [DeepGHS Team](https://github.com/deepghs)([huggingface organization](https://huggingface.co/deepghs)).

## List of Packages

| Name             |   Images | Size       | Download                                                                                                             | Type       | Description                                                          |
|:-----------------|---------:|:-----------|:---------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw              |      201 | 210.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/little_bel_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      201 | 139.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/little_bel_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      452 | 284.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/little_bel_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      201 | 196.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/little_bel_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      452 | 368.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/little_bel_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/little_bel_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 |        16 | ![](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, aged_down, blue_dress, blush, elbow_gloves, sleeveless_dress, solo, waist_apron, white_apron, white_gloves, frilled_apron, maid, looking_at_viewer, collarbone, white_background, blue_ribbon, hair_ribbon, simple_background, hair_between_eyes, striped, :o, parted_lips, skirt_hold, chick, closed_mouth, small_breasts |
|   1 |         7 | ![](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) | collarbone, maid, 1girl, blush, dress, looking_at_viewer, solo, teacup, white_gloves, closed_mouth, elbow_gloves, frills, grey_hair, window, aged_down, holding_tray, indoors, saucer, apron, chain, choker, cleavage, large_breasts, smile, teapot                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | aged_down   | blue_dress   | blush   | elbow_gloves   | sleeveless_dress   | solo   | waist_apron   | white_apron   | white_gloves   | frilled_apron   | maid   | looking_at_viewer   | collarbone   | white_background   | blue_ribbon   | hair_ribbon   | simple_background   | hair_between_eyes   | striped   | :o   | parted_lips   | skirt_hold   | chick   | closed_mouth   | small_breasts   | dress   | teacup   | frills   | grey_hair   | window   | holding_tray   | indoors   | saucer   | apron   | chain   | choker   | cleavage   | large_breasts   | smile   | teapot   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:-------------|:--------|:---------------|:-------------------|:-------|:--------------|:--------------|:---------------|:----------------|:-------|:--------------------|:-------------|:-------------------|:--------------|:--------------|:--------------------|:--------------------|:----------|:-----|:--------------|:-------------|:--------|:---------------|:----------------|:--------|:---------|:---------|:------------|:---------|:---------------|:----------|:---------|:--------|:--------|:---------|:-----------|:----------------|:--------|:---------|
|   0 |        16 | ![](samples/0/clu0-sample0.png) | ![](samples/0/clu0-sample1.png) | ![](samples/0/clu0-sample2.png) | ![](samples/0/clu0-sample3.png) | ![](samples/0/clu0-sample4.png) | X       | X           | X            | X       | X              | X                  | X      | X             | X             | X              | X               | X      | X                   | X            | X                  | X             | X             | X                   | X                   | X         | X    | X             | X            | X       | X              | X               |         |          |          |             |          |                |           |          |         |         |          |            |                 |         |          |
|   1 |         7 | ![](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          | 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 little\_bel/ベルちゃん/小贝法 (Azur Lane)
============================================


This is the dataset of little\_bel/ベルちゃん/小贝法 (Azur Lane), containing 201 images and their tags.


The core tags of this character are 'long\_hair, braid, white\_hair, maid\_headdress, bangs, one\_side\_up, blue\_eyes, ribbon, purple\_eyes, bow', which are pruned in this dataset.


Images are crawled from many sites (e.g. danbooru, pixiv, zerochan ...), the auto-crawling system is powered by DeepGHS Team(huggingface organization).


List of Packages
----------------



### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here.


### Raw Text Version



### Table Version




### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version
TAGS
#task_categories-text-to-image #size_categories-n<1K #license-mit #art #not-for-all-audiences #region-us 
 ### Load Raw Dataset with Waifuc


We provide raw dataset (including tagged images) for waifuc loading. If you need this, just run the following code


List of Clusters
----------------


List of tag clustering result, maybe some outfits can be mined here. ### Raw Text Version ### Table Version