
# Dataset of london/ロンドン/伦敦 (Azur Lane)

This is the dataset of london/ロンドン/伦敦 (Azur Lane), containing 77 images and their tags.

The core tags of this character are `glasses, long_hair, semi-rimless_eyewear, red_eyes, breasts, brown_hair, red-framed_eyewear, ahoge, earrings, hat, under-rim_eyewear, beret, bangs, large_breasts, two_side_up`, 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              |       77 | 93.03 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/london_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       77 | 56.15 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/london_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      171 | 110.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/london_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       77 | 83.50 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/london_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      171 | 152.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/london_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/london_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, long_sleeves, looking_at_viewer, smile, jewelry, pleated_skirt, solo, white_gloves, white_shirt, thigh_strap, blue_skirt, collared_shirt, white_background, closed_mouth, high-waist_skirt, multicolored_hair, side-tie_panties, simple_background, blush, kneehighs, necktie, open_jacket, blue_ribbon, brown_jacket, hair_ornament, holding, medium_breasts, neck_ribbon, rigging, white_jacket, wind_lift |
|   1 |         9 | ![](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, jewelry, looking_at_viewer, necktie, solo, retrofit_(azur_lane), smile, long_sleeves, simple_background, dress, open_mouth, pantyhose, white_background, blue_headwear, blush, center_frills, hair_between_eyes                                                                                                                                                                                              |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | looking_at_viewer   | smile   | jewelry   | pleated_skirt   | solo   | white_gloves   | white_shirt   | thigh_strap   | blue_skirt   | collared_shirt   | white_background   | closed_mouth   | high-waist_skirt   | multicolored_hair   | side-tie_panties   | simple_background   | blush   | kneehighs   | necktie   | open_jacket   | blue_ribbon   | brown_jacket   | hair_ornament   | holding   | medium_breasts   | neck_ribbon   | rigging   | white_jacket   | wind_lift   | retrofit_(azur_lane)   | dress   | open_mouth   | pantyhose   | blue_headwear   | center_frills   | hair_between_eyes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:--------|:----------|:----------------|:-------|:---------------|:--------------|:--------------|:-------------|:-----------------|:-------------------|:---------------|:-------------------|:--------------------|:-------------------|:--------------------|:--------|:------------|:----------|:--------------|:--------------|:---------------|:----------------|:----------|:-----------------|:--------------|:----------|:---------------|:------------|:-----------------------|:--------|:-------------|:------------|:----------------|:----------------|:--------------------|
|   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         | X                | X             | X         | X              | X           |                        |         |              |             |                 |                 |                     |
|   1 |         9 | ![](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                   |


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 london/ロンドン/伦敦 (Azur Lane)
=====================================


This is the dataset of london/ロンドン/伦敦 (Azur Lane), containing 77 images and their tags.


The core tags of this character are 'glasses, long\_hair, semi-rimless\_eyewear, red\_eyes, breasts, brown\_hair, red-framed\_eyewear, ahoge, earrings, hat, under-rim\_eyewear, beret, bangs, large\_breasts, two\_side\_up', 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