
# Dataset of langley/ラングレー/兰利 (Azur Lane)

This is the dataset of langley/ラングレー/兰利 (Azur Lane), containing 33 images and their tags.

The core tags of this character are `glasses, long_hair, green_hair, hair_bun, bangs, breasts, brown_eyes, yellow_eyes, bow, ribbon, small_breasts`, 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              |       33 | 34.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/langley_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       33 | 23.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/langley_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |       81 | 48.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/langley_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       33 | 31.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/langley_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |       81 | 59.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/langley_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/langley_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, pantyhose, solo, looking_at_viewer, simple_background, skirt, white_background, blush, drill_hair, full_body, hair_ornament, navel, open_mouth, riding_crop                                                                                                                                                                                                                                                                                                                                        |
|   1 |        14 | ![](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) | long_sleeves, looking_at_viewer, collared_shirt, solo, white_shirt, 1girl, holding, open_mouth, black_skirt, miniskirt, simple_background, single_side_bun, striped, blush, hair_between_eyes, pencil_skirt, black_footwear, open_coat, standing, white_background, full_body, necktie, shoes, :o, american_flag_print, aqua_hair, black_gloves, black_jacket, black_pantyhose, blue_bowtie, buttons, chestnut_mouth, double_bun, hair_ribbon, pointer, red_bow, riding_crop, single_hair_bun, star_print |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | pantyhose   | solo   | looking_at_viewer   | simple_background   | skirt   | white_background   | blush   | drill_hair   | full_body   | hair_ornament   | navel   | open_mouth   | riding_crop   | long_sleeves   | collared_shirt   | white_shirt   | holding   | black_skirt   | miniskirt   | single_side_bun   | striped   | hair_between_eyes   | pencil_skirt   | black_footwear   | open_coat   | standing   | necktie   | shoes   | :o   | american_flag_print   | aqua_hair   | black_gloves   | black_jacket   | black_pantyhose   | blue_bowtie   | buttons   | chestnut_mouth   | double_bun   | hair_ribbon   | pointer   | red_bow   | single_hair_bun   | star_print   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:------------|:-------|:--------------------|:--------------------|:--------|:-------------------|:--------|:-------------|:------------|:----------------|:--------|:-------------|:--------------|:---------------|:-----------------|:--------------|:----------|:--------------|:------------|:------------------|:----------|:--------------------|:---------------|:-----------------|:------------|:-----------|:----------|:--------|:-----|:----------------------|:------------|:---------------|:---------------|:------------------|:--------------|:----------|:-----------------|:-------------|:--------------|:----------|:----------|:------------------|:-------------|
|   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            | X             |                |                  |               |           |               |             |                   |           |                     |                |                  |             |            |           |         |      |                       |             |                |                |                   |               |           |                  |              |               |           |           |                   |              |
|   1 |        14 | ![](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         | 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 langley/ラングレー/兰利 (Azur Lane)
=======================================


This is the dataset of langley/ラングレー/兰利 (Azur Lane), containing 33 images and their tags.


The core tags of this character are 'glasses, long\_hair, green\_hair, hair\_bun, bangs, breasts, brown\_eyes, yellow\_eyes, bow, ribbon, small\_breasts', 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