
# Dataset of mullany/マラニー/马拉尼 (Azur Lane)

This is the dataset of mullany/マラニー/马拉尼 (Azur Lane), containing 62 images and their tags.

The core tags of this character are `bangs, breasts, hair_ornament, long_hair, purple_hair, hairclip, brown_eyes, large_breasts, sidelocks, ribbon, yellow_eyes, x_hair_ornament, 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              |       62 | 115.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mullany_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       62 | 61.28 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mullany_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      140 | 124.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mullany_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       62 | 101.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mullany_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      140 | 195.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mullany_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/mullany_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 |        35 | ![](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, long_sleeves, looking_at_viewer, solo, blue_jacket, red_necktie, off_shoulder, navel, detached_collar, open_jacket, open_mouth, short_shorts, black_shorts, brown_pantyhose, midriff, sleeveless, :d, hair_ribbon, crop_top, half_updo, stomach, white_shirt, black_pantyhose, collarbone |
|   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, red_necktie, bare_shoulders, blush, detached_collar, simple_background, solo, upper_body, white_background, off_shoulder, collarbone, looking_at_viewer, open_mouth, closed_mouth, hair_ribbon, jacket                                                                                                           |
|   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, double_bun, garter_straps, hair_flower, looking_at_viewer, solo, black_thighhighs, blush, china_dress, white_gloves, shawl, holding_umbrella, oil-paper_umbrella, side_slit, simple_background                                                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | blush   | long_sleeves   | looking_at_viewer   | solo   | blue_jacket   | red_necktie   | off_shoulder   | navel   | detached_collar   | open_jacket   | open_mouth   | short_shorts   | black_shorts   | brown_pantyhose   | midriff   | sleeveless   | :d   | hair_ribbon   | crop_top   | half_updo   | stomach   | white_shirt   | black_pantyhose   | collarbone   | simple_background   | upper_body   | white_background   | closed_mouth   | jacket   | double_bun   | garter_straps   | hair_flower   | black_thighhighs   | china_dress   | white_gloves   | shawl   | holding_umbrella   | oil-paper_umbrella   | side_slit   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:---------------|:--------------------|:-------|:--------------|:--------------|:---------------|:--------|:------------------|:--------------|:-------------|:---------------|:---------------|:------------------|:----------|:-------------|:-----|:--------------|:-----------|:------------|:----------|:--------------|:------------------|:-------------|:--------------------|:-------------|:-------------------|:---------------|:---------|:-------------|:----------------|:--------------|:-------------------|:--------------|:---------------|:--------|:-------------------|:---------------------|:------------|
|   0 |        35 | ![](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 |         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        |              |                 |               |                    |               |                |         |                    |                      |             |
|   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                  | 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 mullany/マラニー/马拉尼 (Azur Lane)
=======================================


This is the dataset of mullany/マラニー/马拉尼 (Azur Lane), containing 62 images and their tags.


The core tags of this character are 'bangs, breasts, hair\_ornament, long\_hair, purple\_hair, hairclip, brown\_eyes, large\_breasts, sidelocks, ribbon, yellow\_eyes, x\_hair\_ornament, 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