
# Dataset of columbia/コロンビア/哥伦比亚 (Azur Lane)

This is the dataset of columbia/コロンビア/哥伦比亚 (Azur Lane), containing 50 images and their tags.

The core tags of this character are `long_hair, ahoge, sunglasses, eyewear_on_head, bangs, blonde_hair, red_eyes, breasts, headphones, hair_between_eyes, very_long_hair`, 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              |       50 | 49.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/columbia_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       50 | 29.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/columbia_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      100 | 57.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/columbia_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       50 | 43.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/columbia_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      100 | 83.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/columbia_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/columbia_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 |        34 | ![](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, solo, looking_at_viewer, blush, white_shirt, smile, white_background, simple_background, headphones_around_neck, holding, short_shorts, belt, bubble_blowing, chewing_gum, short_sleeves                                                                                                                                                                               |
|   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) | 1boy, 1girl, cowgirl_position, girl_on_top, headphones_around_neck, hetero, solo_focus, speech_bubble, bottomless, english_text, necklace, penis, pov, vaginal, cum_in_pussy, korean_text, navel, sweat, ..., blue_jacket, closed_eyes, closed_mouth, clothed_sex, looking_at_viewer, mosaic_censoring, nose_blush, nude, open_mouth, shirt, smile, star_(symbol), thighhighs |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | blush   | white_shirt   | smile   | white_background   | simple_background   | headphones_around_neck   | holding   | short_shorts   | belt   | bubble_blowing   | chewing_gum   | short_sleeves   | 1boy   | cowgirl_position   | girl_on_top   | hetero   | solo_focus   | speech_bubble   | bottomless   | english_text   | necklace   | penis   | pov   | vaginal   | cum_in_pussy   | korean_text   | navel   | sweat   | ...   | blue_jacket   | closed_eyes   | closed_mouth   | clothed_sex   | mosaic_censoring   | nose_blush   | nude   | open_mouth   | shirt   | star_(symbol)   | thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------------|:--------|:-------------------|:--------------------|:-------------------------|:----------|:---------------|:-------|:-----------------|:--------------|:----------------|:-------|:-------------------|:--------------|:---------|:-------------|:----------------|:-------------|:---------------|:-----------|:--------|:------|:----------|:---------------|:--------------|:--------|:--------|:------|:--------------|:--------------|:---------------|:--------------|:-------------------|:-------------|:-------|:-------------|:--------|:----------------|:-------------|
|   0 |        34 | ![](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               |        |                    |               |          |              |                 |              |                |            |         |       |           |                |               |         |         |       |               |               |                |               |                    |              |        |              |         |                 |              |
|   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     | 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 columbia/コロンビア/哥伦比亚 (Azur Lane)
==========================================


This is the dataset of columbia/コロンビア/哥伦比亚 (Azur Lane), containing 50 images and their tags.


The core tags of this character are 'long\_hair, ahoge, sunglasses, eyewear\_on\_head, bangs, blonde\_hair, red\_eyes, breasts, headphones, hair\_between\_eyes, very\_long\_hair', 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