
# Dataset of u_110/U-110 (Azur Lane)

This is the dataset of u_110/U-110 (Azur Lane), containing 51 images and their tags.

The core tags of this character are `bangs, hair_between_eyes, white_hair, short_hair, grey_eyes, ahoge, blue_eyes`, 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              |       51 | 56.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/u_110_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       51 | 33.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/u_110_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      121 | 71.04 MiB | [Download](https://huggingface.co/datasets/CyberHarem/u_110_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       51 | 51.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/u_110_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      121 | 98.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/u_110_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/u_110_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 |        26 | ![](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, solo, black_one-piece_swimsuit, hooded_cloak, blush, hood_down, black_gloves, open_mouth, covered_navel, iron_cross, white_background, animal_hood, white_thighhighs, simple_background, holding_lollipop, breasts, brown_cloak, fang, highleg, swirl_lollipop, water                                                                                                  |
|   1 |        10 | ![](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, hair_flower, long_sleeves, solo, looking_at_viewer, black_dress, closed_mouth, :3, purple_eyes, smile, white_flower, white_pantyhose, white_shirt, two_side_up, blush, full_body, armband, belt, stuffed_animal, wings                                                                                                                                                                    |
|   2 |         5 | ![](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, black_pantyhose, long_sleeves, school_uniform, solo, backpack, black_jacket, looking_at_viewer, pleated_skirt, shoes, white_background, white_headwear, black_footwear, closed_mouth, full_body, hood_down, open_jacket, simple_background, beret, black_bow, black_skirt, blazer, blush, collared_shirt, hoodie, sitting, sleeves_past_wrists, sweater_vest, thick_eyebrows, white_shirt |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | black_one-piece_swimsuit   | hooded_cloak   | blush   | hood_down   | black_gloves   | open_mouth   | covered_navel   | iron_cross   | white_background   | animal_hood   | white_thighhighs   | simple_background   | holding_lollipop   | breasts   | brown_cloak   | fang   | highleg   | swirl_lollipop   | water   | hair_flower   | long_sleeves   | black_dress   | closed_mouth   | :3   | purple_eyes   | smile   | white_flower   | white_pantyhose   | white_shirt   | two_side_up   | full_body   | armband   | belt   | stuffed_animal   | wings   | black_pantyhose   | school_uniform   | backpack   | black_jacket   | pleated_skirt   | shoes   | white_headwear   | black_footwear   | open_jacket   | beret   | black_bow   | black_skirt   | blazer   | collared_shirt   | hoodie   | sitting   | sleeves_past_wrists   | sweater_vest   | thick_eyebrows   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:---------------------------|:---------------|:--------|:------------|:---------------|:-------------|:----------------|:-------------|:-------------------|:--------------|:-------------------|:--------------------|:-------------------|:----------|:--------------|:-------|:----------|:-----------------|:--------|:--------------|:---------------|:--------------|:---------------|:-----|:--------------|:--------|:---------------|:------------------|:--------------|:--------------|:------------|:----------|:-------|:-----------------|:--------|:------------------|:-----------------|:-----------|:---------------|:----------------|:--------|:-----------------|:-----------------|:--------------|:--------|:------------|:--------------|:---------|:-----------------|:---------|:----------|:----------------------|:---------------|:-----------------|
|   0 |        26 | ![](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       |               |                |               |                |      |               |         |                |                   |               |               |             |           |        |                  |         |                   |                  |            |                |                 |         |                  |                  |               |         |             |               |          |                  |          |           |                       |                |                  |
|   1 |        10 | ![](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       |                   |                  |            |                |                 |         |                  |                  |               |         |             |               |          |                  |          |           |                       |                |                  |
|   2 |         5 | ![](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       | 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 u\_110/U-110 (Azur Lane)
===================================


This is the dataset of u\_110/U-110 (Azur Lane), containing 51 images and their tags.


The core tags of this character are 'bangs, hair\_between\_eyes, white\_hair, short\_hair, grey\_eyes, ahoge, blue\_eyes', 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