
# Dataset of gneisenau/グナイゼナウ/格奈森瑙 (Azur Lane)

This is the dataset of gneisenau/グナイゼナウ/格奈森瑙 (Azur Lane), containing 81 images and their tags.

The core tags of this character are `breasts, large_breasts, long_hair, blue_eyes, glasses, purple_hair, bangs, very_long_hair, red-framed_eyewear, horns, demon_horns, rectangular_eyewear, tail, demon_tail, blunt_bangs, semi-rimless_eyewear`, 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              |       81 | 119.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gneisenau_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       81 | 65.05 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gneisenau_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      198 | 137.34 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gneisenau_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       81 | 105.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gneisenau_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      198 | 196.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gneisenau_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/gneisenau_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 |        57 | ![](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, looking_at_viewer, black_leotard, see-through, halloween_costume, underboob_cutout, black_gloves, elbow_gloves, solo, covered_navel, pubic_tattoo, skindentation, bare_shoulders, smile, black_thighhighs, blush, thighs, armpits, cleavage, thigh_boots, tongue_out, alternate_costume, black_footwear |
|   1 |         6 | ![](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, bare_shoulders, black_gloves, looking_at_viewer, solo, black_thighhighs, lollipop, simple_background, garrison_cap, midriff, navel, pink_hair, white_background, black_headwear, black_shorts, boots, covered_nipples, detached_sleeves                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | black_leotard   | see-through   | halloween_costume   | underboob_cutout   | black_gloves   | elbow_gloves   | solo   | covered_navel   | pubic_tattoo   | skindentation   | bare_shoulders   | smile   | black_thighhighs   | blush   | thighs   | armpits   | cleavage   | thigh_boots   | tongue_out   | alternate_costume   | black_footwear   | lollipop   | simple_background   | garrison_cap   | midriff   | navel   | pink_hair   | white_background   | black_headwear   | black_shorts   | boots   | covered_nipples   | detached_sleeves   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:----------------|:--------------|:--------------------|:-------------------|:---------------|:---------------|:-------|:----------------|:---------------|:----------------|:-----------------|:--------|:-------------------|:--------|:---------|:----------|:-----------|:--------------|:-------------|:--------------------|:-----------------|:-----------|:--------------------|:---------------|:----------|:--------|:------------|:-------------------|:-----------------|:---------------|:--------|:------------------|:-------------------|
|   0 |        57 | ![](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                |            |                     |                |           |         |             |                    |                  |                |         |                   |                    |
|   1 |         6 | ![](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                  |


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 gneisenau/グナイゼナウ/格奈森瑙 (Azur Lane)
============================================


This is the dataset of gneisenau/グナイゼナウ/格奈森瑙 (Azur Lane), containing 81 images and their tags.


The core tags of this character are 'breasts, large\_breasts, long\_hair, blue\_eyes, glasses, purple\_hair, bangs, very\_long\_hair, red-framed\_eyewear, horns, demon\_horns, rectangular\_eyewear, tail, demon\_tail, blunt\_bangs, semi-rimless\_eyewear', 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