
# Dataset of ning_hai/寧海/宁海 (Azur Lane)

This is the dataset of ning_hai/寧海/宁海 (Azur Lane), containing 208 images and their tags.

The core tags of this character are `breasts, ahoge, bangs, purple_eyes, hair_rings, hairband, long_hair, twintails, medium_breasts, black_hair, hair_ornament, purple_hair, white_hairband, large_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              |      208 | 238.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ning_hai_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      208 | 155.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ning_hai_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      474 | 311.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ning_hai_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      208 | 217.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ning_hai_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      474 | 411.54 MiB | [Download](https://huggingface.co/datasets/CyberHarem/ning_hai_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/ning_hai_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 |        15 | ![](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) | purple_bikini, choker, cleavage, fur_trim, looking_at_viewer, blush, jacket, navel, 1girl, collarbone, off_shoulder, open_clothes, solo, eyewear_on_head, purple_gloves, bare_shoulders, simple_background, cowboy_shot, open_mouth, long_sleeves, sunglasses, white_background                                                                        |
|   1 |        39 | ![](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) | china_dress, 1girl, looking_at_viewer, fur_trim, solo, purple_dress, jacket, long_sleeves, black_thighhighs, blush, cleavage_cutout, pelvic_curtain, simple_background, white_panties, open_mouth, white_background, side-tie_panties, hairpods, panda, holding, open_coat, v-shaped_eyebrows                                                          |
|   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, cleavage, fur_trim, short_shorts, solo, closed_mouth, full_body, looking_at_viewer, official_alternate_costume, smile, standing, ass, black_thighhighs, blush, denim_shorts, hood_down, looking_back, white_footwear, white_jacket, blue_shorts, boots, depth_of_field, food, holding, oil-paper_umbrella, puffy_long_sleeves, white_background |
|   3 |        21 | ![](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) | blush, rabbit_ears, looking_at_viewer, 1girl, double_bun, bare_shoulders, playboy_bunny, purple_leotard, solo, fake_animal_ears, fur_trim, rabbit_tail, open_mouth, cleavage, high_heels, hair_ribbon, holding, purple_footwear, ass, brown_pantyhose, covered_navel, jacket, long_sleeves, sidelocks, simple_background, white_background             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | purple_bikini   | choker   | cleavage   | fur_trim   | looking_at_viewer   | blush   | jacket   | navel   | 1girl   | collarbone   | off_shoulder   | open_clothes   | solo   | eyewear_on_head   | purple_gloves   | bare_shoulders   | simple_background   | cowboy_shot   | open_mouth   | long_sleeves   | sunglasses   | white_background   | china_dress   | purple_dress   | black_thighhighs   | cleavage_cutout   | pelvic_curtain   | white_panties   | side-tie_panties   | hairpods   | panda   | holding   | open_coat   | v-shaped_eyebrows   | short_shorts   | closed_mouth   | full_body   | official_alternate_costume   | smile   | standing   | ass   | denim_shorts   | hood_down   | looking_back   | white_footwear   | white_jacket   | blue_shorts   | boots   | depth_of_field   | food   | oil-paper_umbrella   | puffy_long_sleeves   | rabbit_ears   | double_bun   | playboy_bunny   | purple_leotard   | fake_animal_ears   | rabbit_tail   | high_heels   | hair_ribbon   | purple_footwear   | brown_pantyhose   | covered_navel   | sidelocks   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:----------------|:---------|:-----------|:-----------|:--------------------|:--------|:---------|:--------|:--------|:-------------|:---------------|:---------------|:-------|:------------------|:----------------|:-----------------|:--------------------|:--------------|:-------------|:---------------|:-------------|:-------------------|:--------------|:---------------|:-------------------|:------------------|:-----------------|:----------------|:-------------------|:-----------|:--------|:----------|:------------|:--------------------|:---------------|:---------------|:------------|:-----------------------------|:--------|:-----------|:------|:---------------|:------------|:---------------|:-----------------|:---------------|:--------------|:--------|:-----------------|:-------|:---------------------|:---------------------|:--------------|:-------------|:----------------|:-----------------|:-------------------|:--------------|:-------------|:--------------|:------------------|:------------------|:----------------|:------------|
|   0 |        15 | ![](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 |        39 | ![](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                   |                |                |             |                              |         |            |       |                |             |                |                  |                |               |         |                  |        |                      |                      |               |              |                 |                  |                    |               |              |               |                   |                   |                 |             |
|   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                    |               |              |                 |                  |                    |               |              |               |                   |                   |                 |             |
|   3 |        21 | ![](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               | 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 ning\_hai/寧海/宁海 (Azur Lane)
======================================


This is the dataset of ning\_hai/寧海/宁海 (Azur Lane), containing 208 images and their tags.


The core tags of this character are 'breasts, ahoge, bangs, purple\_eyes, hair\_rings, hairband, long\_hair, twintails, medium\_breasts, black\_hair, hair\_ornament, purple\_hair, white\_hairband, large\_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