
# Dataset of marco_polo/マルコ・ポーロ/马可·波罗 (Azur Lane)

This is the dataset of marco_polo/マルコ・ポーロ/马可·波罗 (Azur Lane), containing 76 images and their tags.

The core tags of this character are `breasts, long_hair, red_eyes, blue_hair, large_breasts, black_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              |       76 | 135.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       76 | 64.81 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      201 | 144.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       76 | 112.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      201 | 219.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/marco_polo_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/marco_polo_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 |        10 | ![](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_dress, black_pantyhose, looking_at_viewer, mismatched_gloves, solo, black_gloves, bodystocking, holding_staff, simple_background, white_gloves, black_footwear, center_opening, scepter, cleavage_cutout, elbow_gloves, high_heels, puffy_sleeves, full_body, mole, sitting, white_background, black_cape, very_long_hair |
|   1 |        16 | ![](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, black_gloves, underboob_cutout, black_footwear, black_pantyhose, full_body, black_dress, bodystocking, boots, maid_headdress, tongue_out, cross, high_heels, official_alternate_costume, bridal_garter, forked_tongue, long_sleeves, platform_footwear, playing_card                                   |
|   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, bangs, looking_at_viewer, outdoors, solo, day, tongue_out, bare_shoulders, black_bikini, blue_sky, cleavage, navel, side-tie_bikini_bottom, ahoge, arm_up, beach, blush, cloud, facial_mark, ocean, open_clothes, open_mouth, sitting, smile, string_bikini, wet                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_dress   | black_pantyhose   | looking_at_viewer   | mismatched_gloves   | solo   | black_gloves   | bodystocking   | holding_staff   | simple_background   | white_gloves   | black_footwear   | center_opening   | scepter   | cleavage_cutout   | elbow_gloves   | high_heels   | puffy_sleeves   | full_body   | mole   | sitting   | white_background   | black_cape   | very_long_hair   | underboob_cutout   | boots   | maid_headdress   | tongue_out   | cross   | official_alternate_costume   | bridal_garter   | forked_tongue   | long_sleeves   | platform_footwear   | playing_card   | bangs   | outdoors   | day   | bare_shoulders   | black_bikini   | blue_sky   | cleavage   | navel   | side-tie_bikini_bottom   | ahoge   | arm_up   | beach   | blush   | cloud   | facial_mark   | ocean   | open_clothes   | open_mouth   | smile   | string_bikini   | wet   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------|:------------------|:--------------------|:--------------------|:-------|:---------------|:---------------|:----------------|:--------------------|:---------------|:-----------------|:-----------------|:----------|:------------------|:---------------|:-------------|:----------------|:------------|:-------|:----------|:-------------------|:-------------|:-----------------|:-------------------|:--------|:-----------------|:-------------|:--------|:-----------------------------|:----------------|:----------------|:---------------|:--------------------|:---------------|:--------|:-----------|:------|:-----------------|:---------------|:-----------|:-----------|:--------|:-------------------------|:--------|:---------|:--------|:--------|:--------|:--------------|:--------|:---------------|:-------------|:--------|:----------------|:------|
|   0 |        10 | ![](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                |                    |         |                  |              |         |                              |                 |                 |                |                     |                |         |            |       |                  |                |            |            |         |                          |         |          |         |         |         |               |         |                |              |         |                 |       |
|   1 |        16 | ![](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              |         |            |       |                  |                |            |            |         |                          |         |          |         |         |         |               |         |                |              |         |                 |       |
|   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       | 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 marco\_polo/マルコ・ポーロ/马可·波罗 (Azur Lane)
================================================


This is the dataset of marco\_polo/マルコ・ポーロ/马可·波罗 (Azur Lane), containing 76 images and their tags.


The core tags of this character are 'breasts, long\_hair, red\_eyes, blue\_hair, large\_breasts, black\_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