
# Dataset of graf_zeppelin/グラーフ・ツェッペリン/齐柏林伯爵 (Azur Lane)

This is the dataset of graf_zeppelin/グラーフ・ツェッペリン/齐柏林伯爵 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `long_hair, breasts, hair_between_eyes, large_breasts, red_eyes, bangs, very_long_hair, white_hair, hat, grey_hair, peaked_cap`, 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              |      500 | 755.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 400.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1249 | 847.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 659.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1249 | 1.21 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/graf_zeppelin_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/graf_zeppelin_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 |         5 | ![](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_one-piece_swimsuit, cleavage, hair_flower, navel_cutout, solo, bare_shoulders, looking_at_viewer, simple_background, thighs, white_background, black_flower, see-through                                                                        |
|   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, black_one-piece_swimsuit, cleavage, coat, fur_trim, hair_flower, looking_at_viewer, navel_cutout, see-through, solo, thighs, jacket_on_shoulders, sitting, crossed_bangs, parted_lips                                                                 |
|   2 |         7 | ![](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, cleavage, fur_trim, simple_background, solo, upper_body, looking_at_viewer, white_background, black_headwear, jacket, cape, closed_mouth                                                                                                              |
|   3 |        18 | ![](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, fur_trim, iron_cross, looking_at_viewer, solo, black_pantyhose, cleavage, military_uniform, long_sleeves, cape, pleated_skirt, brown_gloves, jacket, simple_background, parted_lips, sitting, bra_peek, black_gloves, white_background                |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, black_pantyhose, cleavage, fur_trim, iron_cross, pleated_skirt, solo, jacket, long_sleeves, looking_at_viewer, military_uniform, high_heels, white_skirt, crossed_legs, miniskirt, sitting, black_footwear, black_gloves, cape, rigging, brown_gloves |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, looking_at_viewer, nude, solo, navel, nipples, simple_background, blush, parted_lips, white_background, collarbone, sitting                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_one-piece_swimsuit   | cleavage   | hair_flower   | navel_cutout   | solo   | bare_shoulders   | looking_at_viewer   | simple_background   | thighs   | white_background   | black_flower   | see-through   | coat   | fur_trim   | jacket_on_shoulders   | sitting   | crossed_bangs   | parted_lips   | upper_body   | black_headwear   | jacket   | cape   | closed_mouth   | iron_cross   | black_pantyhose   | military_uniform   | long_sleeves   | pleated_skirt   | brown_gloves   | bra_peek   | black_gloves   | high_heels   | white_skirt   | crossed_legs   | miniskirt   | black_footwear   | rigging   | nude   | navel   | nipples   | blush   | collarbone   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------------------|:-----------|:--------------|:---------------|:-------|:-----------------|:--------------------|:--------------------|:---------|:-------------------|:---------------|:--------------|:-------|:-----------|:----------------------|:----------|:----------------|:--------------|:-------------|:-----------------|:---------|:-------|:---------------|:-------------|:------------------|:-------------------|:---------------|:----------------|:---------------|:-----------|:---------------|:-------------|:--------------|:---------------|:------------|:-----------------|:----------|:-------|:--------|:----------|:--------|:-------------|
|   0 |         5 | ![](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             |        |            |                       |           |                 |               |              |                  |          |        |                |              |                   |                    |                |                 |                |            |                |              |               |                |             |                  |           |        |         |           |         |              |
|   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             |              |                  |          |        |                |              |                   |                    |                |                 |                |            |                |              |               |                |             |                  |           |        |         |           |         |              |
|   2 |         7 | ![](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              |              |                   |                    |                |                 |                |            |                |              |               |                |             |                  |           |        |         |           |         |              |
|   3 |        18 | ![](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              |              |               |                |             |                  |           |        |         |           |         |              |
|   4 |        12 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       |                            | X          |               |                | X      |                  | X                   |                     |          |                    |                |               |        | X          |                       | X         |                 |               |              |                  | X        | X      |                | X            | X                 | X                  | X              | X               | X              |            | X              | X            | X             | X              | X           | X                | X         |        |         |           |         |              |
|   5 |        11 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 graf\_zeppelin/グラーフ・ツェッペリン/齐柏林伯爵 (Azur Lane)
=======================================================


This is the dataset of graf\_zeppelin/グラーフ・ツェッペリン/齐柏林伯爵 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'long\_hair, breasts, hair\_between\_eyes, large\_breasts, red\_eyes, bangs, very\_long\_hair, white\_hair, hat, grey\_hair, peaked\_cap', 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