
# Dataset of mainz/マインツ/美因茨 (Azur Lane)

This is the dataset of mainz/マインツ/美因茨 (Azur Lane), containing 78 images and their tags.

The core tags of this character are `breasts, long_hair, blue_eyes, white_hair, large_breasts, hairband, bangs, black_hairband`, 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              |       78 | 129.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mainz_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       78 | 62.88 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/mainz_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      196 | 137.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mainz_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       78 | 108.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mainz_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      196 | 203.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/mainz_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/mainz_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 |         6 | ![](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, black_skirt, garter_straps, looking_at_viewer, miniskirt, pleated_skirt, solo, white_jacket, white_thighhighs, long_sleeves, red_cape, simple_background, sword, white_background, black_cape, black_footwear, full_body, half_gloves, holding, sheath, standing, belt, cross, skindentation, thigh_strap |
|   1 |        14 | ![](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, collarbone, cleavage, black_bikini, blush, navel, very_long_hair, see-through, thighs, bare_shoulders, braid, closed_mouth, cowboy_shot, grey_hair, jewelry, parted_lips, shirt                                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | black_skirt   | garter_straps   | looking_at_viewer   | miniskirt   | pleated_skirt   | solo   | white_jacket   | white_thighhighs   | long_sleeves   | red_cape   | simple_background   | sword   | white_background   | black_cape   | black_footwear   | full_body   | half_gloves   | holding   | sheath   | standing   | belt   | cross   | skindentation   | thigh_strap   | collarbone   | cleavage   | black_bikini   | blush   | navel   | very_long_hair   | see-through   | thighs   | bare_shoulders   | braid   | closed_mouth   | cowboy_shot   | grey_hair   | jewelry   | parted_lips   | shirt   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:----------------|:--------------------|:------------|:----------------|:-------|:---------------|:-------------------|:---------------|:-----------|:--------------------|:--------|:-------------------|:-------------|:-----------------|:------------|:--------------|:----------|:---------|:-----------|:-------|:--------|:----------------|:--------------|:-------------|:-----------|:---------------|:--------|:--------|:-----------------|:--------------|:---------|:-----------------|:--------|:---------------|:--------------|:------------|:----------|:--------------|:--------|
|   0 |         6 | ![](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 |        14 | ![](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       |


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 mainz/マインツ/美因茨 (Azur Lane)
=====================================


This is the dataset of mainz/マインツ/美因茨 (Azur Lane), containing 78 images and their tags.


The core tags of this character are 'breasts, long\_hair, blue\_eyes, white\_hair, large\_breasts, hairband, bangs, black\_hairband', 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
passage: 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