
# Dataset of murmansk/ムルマンスク/摩尔曼斯克 (Azur Lane)

This is the dataset of murmansk/ムルマンスク/摩尔曼斯克 (Azur Lane), containing 63 images and their tags.

The core tags of this character are `long_hair, purple_eyes, heterochromia, breasts, blue_eyes, bangs, grey_hair, hat, white_headwear`, 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              |       63 | 96.90 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/murmansk_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       63 | 49.57 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/murmansk_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      152 | 106.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/murmansk_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       63 | 83.03 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/murmansk_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      152 | 156.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/murmansk_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/murmansk_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 |         7 | ![](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, cross_necklace, fur-trimmed_dress, looking_at_viewer, solo, white_dress, papakha, smile, black_pantyhose, blush, long_sleeves, black_belt, white_coat, capelet, open_mouth, simple_background, winter_coat                                                                                     |
|   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) | 1girl, cross_necklace, looking_at_viewer, papakha, solo, white_dress, smile, thigh_boots, thighhighs, black_footwear, fur-trimmed_boots, fur-trimmed_dress, hair_between_eyes, long_sleeves, pantyhose, standing, anchor, black_belt, coat, full_body, ice, machinery, rigging, torpedo_tubes, turret |
|   2 |        10 | ![](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, looking_at_viewer, solo, bare_legs, barefoot, nightgown, feet, toes, soles, ass, blush, full_body, couch, looking_back, official_alternate_costume, smile, thighs, white_dress, cleavage, indoors, kneeling, pillow, window                                                                    |
|   3 |         8 | ![](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) | 1girl, hair_ribbon, looking_at_viewer, nightgown, solo, cleavage, smile, blush, collarbone, indoors, sitting, window, dress, medium_breasts, pillow, hair_between_eyes, holding_cup, large_breasts, open_mouth, see-through, wide_sleeves                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cross_necklace   | fur-trimmed_dress   | looking_at_viewer   | solo   | white_dress   | papakha   | smile   | black_pantyhose   | blush   | long_sleeves   | black_belt   | white_coat   | capelet   | open_mouth   | simple_background   | winter_coat   | thigh_boots   | thighhighs   | black_footwear   | fur-trimmed_boots   | hair_between_eyes   | pantyhose   | standing   | anchor   | coat   | full_body   | ice   | machinery   | rigging   | torpedo_tubes   | turret   | bare_legs   | barefoot   | nightgown   | feet   | toes   | soles   | ass   | couch   | looking_back   | official_alternate_costume   | thighs   | cleavage   | indoors   | kneeling   | pillow   | window   | hair_ribbon   | collarbone   | sitting   | dress   | medium_breasts   | holding_cup   | large_breasts   | see-through   | wide_sleeves   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------------|:--------------------|:-------|:--------------|:----------|:--------|:------------------|:--------|:---------------|:-------------|:-------------|:----------|:-------------|:--------------------|:--------------|:--------------|:-------------|:-----------------|:--------------------|:--------------------|:------------|:-----------|:---------|:-------|:------------|:------|:------------|:----------|:----------------|:---------|:------------|:-----------|:------------|:-------|:-------|:--------|:------|:--------|:---------------|:-----------------------------|:---------|:-----------|:----------|:-----------|:---------|:---------|:--------------|:-------------|:----------|:--------|:-----------------|:--------------|:----------------|:--------------|:---------------|
|   0 |         7 | ![](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             |               |              |                  |                     |                     |             |            |          |        |             |       |             |           |                 |          |             |            |             |        |        |         |       |         |                |                              |          |            |           |            |          |          |               |              |           |         |                  |               |                 |               |                |
|   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          | X        | X      | X           | X     | X           | X         | X               | X        |             |            |             |        |        |         |       |         |                |                              |          |            |           |            |          |          |               |              |           |         |                  |               |                 |               |                |
|   2 |        10 | ![](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       | X              | X                            | X        | X          | X         | X          | X        | X        |               |              |           |         |                  |               |                 |               |                |
|   3 |         8 | ![](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             | 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 murmansk/ムルマンスク/摩尔曼斯克 (Azur Lane)
============================================


This is the dataset of murmansk/ムルマンスク/摩尔曼斯克 (Azur Lane), containing 63 images and their tags.


The core tags of this character are 'long\_hair, purple\_eyes, heterochromia, breasts, blue\_eyes, bangs, grey\_hair, hat, white\_headwear', 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