
# Dataset of gangut/ガングート/甘古特 (Azur Lane)

This is the dataset of gangut/ガングート/甘古特 (Azur Lane), containing 76 images and their tags.

The core tags of this character are `long_hair, red_eyes, breasts, large_breasts, hair_between_eyes, hat, white_hair, bangs, very_long_hair, mole, mole_under_eye, grey_hair, military_hat, crossed_bangs`, 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 | 116.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gangut_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       76 | 67.85 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/gangut_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      187 | 139.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gangut_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       76 | 102.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gangut_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      187 | 191.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/gangut_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/gangut_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 |        11 | ![](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, cleavage, looking_at_viewer, smile, black_gloves, solo, white_shirt, black_bra, holding, belt, handcuffs, open_mouth, black_headwear, black_skirt, peaked_cap, torn_pantyhose, black_pantyhose, boots, sitting, black_footwear, blush, bra_peek, heart-shaped_pupils, miniskirt, pencil_skirt, suspenders |
|   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_gloves, looking_at_viewer, pantyhose, smile, solo, white_coat, cleavage, fur-trimmed_coat, white_headwear, jacket, hair_ornament, open_mouth, sitting                                                                                                                                               |
|   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, belt, black_gloves, cleavage, fur-trimmed_coat, jacket, looking_at_viewer, smile, solo, blush, open_mouth, pantyhose, hairclip, partially_fingerless_gloves, thigh_strap, buttons, long_sleeves                                                                                                           |
|   3 |         6 | ![](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, looking_at_viewer, solo, bare_shoulders, black_dress, cleavage, nightgown, official_alternate_costume, see-through_dress, barefoot, blush, bottle, choker, couch, on_back, open_mouth, smile                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | cleavage   | looking_at_viewer   | smile   | black_gloves   | solo   | white_shirt   | black_bra   | holding   | belt   | handcuffs   | open_mouth   | black_headwear   | black_skirt   | peaked_cap   | torn_pantyhose   | black_pantyhose   | boots   | sitting   | black_footwear   | blush   | bra_peek   | heart-shaped_pupils   | miniskirt   | pencil_skirt   | suspenders   | pantyhose   | white_coat   | fur-trimmed_coat   | white_headwear   | jacket   | hair_ornament   | hairclip   | partially_fingerless_gloves   | thigh_strap   | buttons   | long_sleeves   | bare_shoulders   | black_dress   | nightgown   | official_alternate_costume   | see-through_dress   | barefoot   | bottle   | choker   | couch   | on_back   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------|:--------------------|:--------|:---------------|:-------|:--------------|:------------|:----------|:-------|:------------|:-------------|:-----------------|:--------------|:-------------|:-----------------|:------------------|:--------|:----------|:-----------------|:--------|:-----------|:----------------------|:------------|:---------------|:-------------|:------------|:-------------|:-------------------|:-----------------|:---------|:----------------|:-----------|:------------------------------|:--------------|:----------|:---------------|:-----------------|:--------------|:------------|:-----------------------------|:--------------------|:-----------|:---------|:---------|:--------|:----------|
|   0 |        11 | ![](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 |         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               |            |                               |               |           |                |                  |               |             |                              |                     |            |          |          |         |           |
|   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              |                  |               |             |                              |                     |            |          |          |         |           |
|   3 |         6 | ![](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         |


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 gangut/ガングート/甘古特 (Azur Lane)
=======================================


This is the dataset of gangut/ガングート/甘古特 (Azur Lane), containing 76 images and their tags.


The core tags of this character are 'long\_hair, red\_eyes, breasts, large\_breasts, hair\_between\_eyes, hat, white\_hair, bangs, very\_long\_hair, mole, mole\_under\_eye, grey\_hair, military\_hat, crossed\_bangs', 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