
# Dataset of minsk/ミンスク/明斯克 (Azur Lane)

This is the dataset of minsk/ミンスク/明斯克 (Azur Lane), containing 33 images and their tags.

The core tags of this character are `long_hair, grey_hair, purple_eyes, hat, breasts, multicolored_hair, very_long_hair, bangs, peaked_cap, white_headwear, streaked_hair, black_hair, fang, 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              |       33 | 52.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minsk_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       33 | 25.19 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minsk_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       79 | 55.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minsk_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       33 | 44.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minsk_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       79 | 84.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/minsk_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/minsk_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 |        12 | ![](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_gloves, looking_at_viewer, midriff, solo, suspenders, white_shirt, black_headwear, black_shorts, crop_top, navel, short_shorts, belt, handcuffs, stomach, black_footwear, black_necktie, id_card, low_ponytail, open_mouth, knee_boots, two-tone_hair, white_background, :d, collared_shirt, full_body, holding_gun |
|   1 |        17 | ![](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, looking_at_viewer, solo, fur_trim, smile, cleavage, open_mouth, pleated_skirt, black_thighhighs, blue_skirt, simple_background, white_background, blush, coat, large_breasts, belt, zettai_ryouiki                                                                                                                        |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | looking_at_viewer   | midriff   | solo   | suspenders   | white_shirt   | black_headwear   | black_shorts   | crop_top   | navel   | short_shorts   | belt   | handcuffs   | stomach   | black_footwear   | black_necktie   | id_card   | low_ponytail   | open_mouth   | knee_boots   | two-tone_hair   | white_background   | :d   | collared_shirt   | full_body   | holding_gun   | fur_trim   | smile   | cleavage   | pleated_skirt   | black_thighhighs   | blue_skirt   | simple_background   | blush   | coat   | large_breasts   | zettai_ryouiki   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:----------|:-------|:-------------|:--------------|:-----------------|:---------------|:-----------|:--------|:---------------|:-------|:------------|:----------|:-----------------|:----------------|:----------|:---------------|:-------------|:-------------|:----------------|:-------------------|:-----|:-----------------|:------------|:--------------|:-----------|:--------|:-----------|:----------------|:-------------------|:-------------|:--------------------|:--------|:-------|:----------------|:-----------------|
|   0 |        12 | ![](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           | X             |            |         |            |                 |                    |              |                     |         |        |                 |                  |
|   1 |        17 | ![](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                |


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 minsk/ミンスク/明斯克 (Azur Lane)
=====================================


This is the dataset of minsk/ミンスク/明斯克 (Azur Lane), containing 33 images and their tags.


The core tags of this character are 'long\_hair, grey\_hair, purple\_eyes, hat, breasts, multicolored\_hair, very\_long\_hair, bangs, peaked\_cap, white\_headwear, streaked\_hair, black\_hair, fang, 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