
# Dataset of vampire/ヴァンパイア/吸血鬼 (Azur Lane)

This is the dataset of vampire/ヴァンパイア/吸血鬼 (Azur Lane), containing 443 images and their tags.

The core tags of this character are `long_hair, red_eyes, twintails, hair_between_eyes, ribbon, white_hair, hair_ribbon, bangs, breasts, very_long_hair, red_ribbon, small_breasts, fang, hair_ornament, bow`, 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              |      443 | 593.32 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vampire_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      443 | 341.60 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vampire_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1183 | 788.66 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vampire_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      443 | 531.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vampire_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1183 | 1.07 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/vampire_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/vampire_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 |         9 | ![](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, bare_shoulders, bikini_top_only, black_bikini, black_dress, black_thighhighs, detached_collar, garter_straps, looking_at_viewer, simple_background, solo, white_background, black_bra, smile, open_mouth, white_belt, blush, front-tie_bikini_top, detached_sleeves, white_collar                                                                                         |
|   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) | 1girl, bare_shoulders, bikini_top_only, black_bikini, blush, detached_collar, looking_at_viewer, simple_background, solo, black_dress, front-tie_bikini_top, open_mouth, white_background, white_belt, white_collar, :d, slit_pupils                                                                                                                                             |
|   2 |        56 | ![](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) | looking_at_viewer, nurse_cap, 1girl, solo, bare_shoulders, blush, white_headwear, white_thighhighs, garter_straps, heart, black_bikini, black_panties, sleeveless_dress, collarbone, white_background, cleavage, open_mouth, wings, bandaid_on_arm, bandaid_on_hand, holding_syringe, white_dress, choker, simple_background, fishnet_thighhighs, :d, bikini_top_only, black_bra |
|   3 |        31 | ![](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) | 1girl, black_dress, blush, china_dress, solo, hair_bow, looking_at_viewer, bare_shoulders, heart_hair_ornament, detached_sleeves, black_bow, sleeveless_dress, open_mouth, :d, chain, cleavage, sidelocks, bridal_gauntlets, covered_navel, black_footwear, grey_hair, long_sleeves, white_background                                                                            |
|   4 |        35 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, solo, bare_shoulders, black_dress, looking_at_viewer, blush, black_gloves, red_rose, hair_flower, smile, red_bow, elbow_gloves, hair_bow, veil, criss-cross_halter, collarbone, sidelocks, chain, wings, closed_mouth, lace_gloves, grey_hair, open_mouth                                                                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | bikini_top_only   | black_bikini   | black_dress   | black_thighhighs   | detached_collar   | garter_straps   | looking_at_viewer   | simple_background   | solo   | white_background   | black_bra   | smile   | open_mouth   | white_belt   | blush   | front-tie_bikini_top   | detached_sleeves   | white_collar   | :d   | slit_pupils   | nurse_cap   | white_headwear   | white_thighhighs   | heart   | black_panties   | sleeveless_dress   | collarbone   | cleavage   | wings   | bandaid_on_arm   | bandaid_on_hand   | holding_syringe   | white_dress   | choker   | fishnet_thighhighs   | china_dress   | hair_bow   | heart_hair_ornament   | black_bow   | chain   | sidelocks   | bridal_gauntlets   | covered_navel   | black_footwear   | grey_hair   | long_sleeves   | black_gloves   | red_rose   | hair_flower   | red_bow   | elbow_gloves   | veil   | criss-cross_halter   | closed_mouth   | lace_gloves   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:------------------|:---------------|:--------------|:-------------------|:------------------|:----------------|:--------------------|:--------------------|:-------|:-------------------|:------------|:--------|:-------------|:-------------|:--------|:-----------------------|:-------------------|:---------------|:-----|:--------------|:------------|:-----------------|:-------------------|:--------|:----------------|:-------------------|:-------------|:-----------|:--------|:-----------------|:------------------|:------------------|:--------------|:---------|:---------------------|:--------------|:-----------|:----------------------|:------------|:--------|:------------|:-------------------|:----------------|:-----------------|:------------|:---------------|:---------------|:-----------|:--------------|:----------|:---------------|:-------|:---------------------|:---------------|:--------------|
|   0 |         9 | ![](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              |      |               |             |                  |                    |         |                 |                    |              |            |         |                  |                   |                   |               |          |                      |               |            |                       |             |         |             |                    |                 |                  |             |                |                |            |               |           |                |        |                      |                |               |
|   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             |             |                  |                    |         |                 |                    |              |            |         |                  |                   |                   |               |          |                      |               |            |                       |             |         |             |                    |                 |                  |             |                |                |            |               |           |                |        |                      |                |               |
|   2 |        56 | ![](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                    |               |            |                       |             |         |             |                    |                 |                  |             |                |                |            |               |           |                |        |                      |                |               |
|   3 |        31 | ![](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              |                |            |               |           |                |        |                      |                |               |
|   4 |        35 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-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             |


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 vampire/ヴァンパイア/吸血鬼 (Azur Lane)
=========================================


This is the dataset of vampire/ヴァンパイア/吸血鬼 (Azur Lane), containing 443 images and their tags.


The core tags of this character are 'long\_hair, red\_eyes, twintails, hair\_between\_eyes, ribbon, white\_hair, hair\_ribbon, bangs, breasts, very\_long\_hair, red\_ribbon, small\_breasts, fang, hair\_ornament, bow', 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