
# Dataset of blanc/ブラン/布兰 (Azur Lane)

This is the dataset of blanc/ブラン/布兰 (Azur Lane), containing 500 images and their tags.

The core tags of this character are `short_hair, brown_hair, blue_eyes, hat, hair_between_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              |      500 | 606.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blanc_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 340.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blanc_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1180 | 728.91 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blanc_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 532.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/blanc_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1180 | 1.03 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/blanc_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/blanc_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 |         8 | ![](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, blush, hetero, nipples, sex, solo_focus, vaginal, navel, penis, spread_legs, 1boy, cum_in_pussy, looking_at_viewer, nude, small_breasts, bar_censor, on_back, open_mouth, straddling, thighhighs                                                                                  |
|   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, blush, looking_at_viewer, nude, small_breasts, solo, nipples, wet, navel, collarbone, flat_chest, smile, towel, upper_body                                                                                                                                                        |
|   2 |        12 | ![](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, bare_shoulders, blush, solo, looking_at_viewer, book, fur_trim, open_mouth                                                                                                                                                                                                        |
|   3 |        35 | ![](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, bare_shoulders, solo, white_dress, looking_at_viewer, blush, fur_trim, white_background, coat, simple_background, spaghetti_strap                                                                                                                                                 |
|   4 |        13 | ![](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, bare_shoulders, looking_at_viewer, solo, white_dress, blush, holding_book, simple_background, spaghetti_strap, white_background, white_coat, off_shoulder, long_sleeves, expressionless, fur-trimmed_coat, wide_sleeves                                                           |
|   5 |         9 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | ![](samples/5/clu5-sample3.png)   | ![](samples/5/clu5-sample4.png)   | 2girls, looking_at_viewer, bare_shoulders, blush, 1girl                                                                                                                                                                                                                                  |
|   6 |         5 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-sample4.png)   | 1girl, bare_shoulders, blush, dress_lift, lifted_by_self, looking_at_viewer, solo, white_dress, small_breasts, white_panties, navel, open_mouth, spaghetti_strap, simple_background                                                                                                      |
|   7 |         5 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | 1girl, looking_at_viewer, solo, blush, serafuku, pleated_skirt, ribbon, sitting                                                                                                                                                                                                          |
|   8 |         9 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | 1girl, looking_at_viewer, navel, solo, blush, small_breasts, simple_background, bikini_skirt, white_background, white_bikini                                                                                                                                                             |
|   9 |         5 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | 1girl, beret, school_uniform, solo, black_thighhighs, blazer, bowtie, long_sleeves, looking_at_viewer, plaid_skirt, pleated_skirt, blush, zettai_ryouiki, alternate_costume, black_headwear, brown_skirt, expressionless, loafers, plaid_bow, shirt, simple_background, white_background |
|  10 |         7 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 1girl, bare_shoulders, blush, looking_at_viewer, playboy_bunny, rabbit_ears, solo, wrist_cuffs, fake_animal_ears, leotard, detached_collar, small_breasts, fishnet_pantyhose, rabbit_tail, simple_background, white_background, alternate_costume, blue_bowtie, strapless, thigh_gap     |

### Table Version

|   # |   Samples | Img-1                             | Img-2                             | Img-3                             | Img-4                             | Img-5                             | 1girl   | blush   | hetero   | nipples   | sex   | solo_focus   | vaginal   | navel   | penis   | spread_legs   | 1boy   | cum_in_pussy   | looking_at_viewer   | nude   | small_breasts   | bar_censor   | on_back   | open_mouth   | straddling   | thighhighs   | solo   | wet   | collarbone   | flat_chest   | smile   | towel   | upper_body   | bare_shoulders   | book   | fur_trim   | white_dress   | white_background   | coat   | simple_background   | spaghetti_strap   | holding_book   | white_coat   | off_shoulder   | long_sleeves   | expressionless   | fur-trimmed_coat   | wide_sleeves   | 2girls   | dress_lift   | lifted_by_self   | white_panties   | serafuku   | pleated_skirt   | ribbon   | sitting   | bikini_skirt   | white_bikini   | beret   | school_uniform   | black_thighhighs   | blazer   | bowtie   | plaid_skirt   | zettai_ryouiki   | alternate_costume   | black_headwear   | brown_skirt   | loafers   | plaid_bow   | shirt   | playboy_bunny   | rabbit_ears   | wrist_cuffs   | fake_animal_ears   | leotard   | detached_collar   | fishnet_pantyhose   | rabbit_tail   | blue_bowtie   | strapless   | thigh_gap   |
|----:|----------:|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:----------------------------------|:--------|:--------|:---------|:----------|:------|:-------------|:----------|:--------|:--------|:--------------|:-------|:---------------|:--------------------|:-------|:----------------|:-------------|:----------|:-------------|:-------------|:-------------|:-------|:------|:-------------|:-------------|:--------|:--------|:-------------|:-----------------|:-------|:-----------|:--------------|:-------------------|:-------|:--------------------|:------------------|:---------------|:-------------|:---------------|:---------------|:-----------------|:-------------------|:---------------|:---------|:-------------|:-----------------|:----------------|:-----------|:----------------|:---------|:----------|:---------------|:---------------|:--------|:-----------------|:-------------------|:---------|:---------|:--------------|:-----------------|:--------------------|:-----------------|:--------------|:----------|:------------|:--------|:----------------|:--------------|:--------------|:-------------------|:----------|:------------------|:--------------------|:--------------|:--------------|:------------|:------------|
|   0 |         8 | ![](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            |                  |        |            |               |                    |        |                     |                   |                |              |                |                |                  |                    |                |          |              |                  |                 |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   2 |        12 | ![](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          |               |                    |        |                     |                   |                |              |                |                |                  |                    |                |          |              |                  |                 |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   3 |        35 | ![](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                 |                |              |                |                |                  |                    |                |          |              |                  |                 |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   4 |        13 | ![](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              |          |              |                  |                 |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   5 |         9 | ![](samples/5/clu5-sample0.png)   | ![](samples/5/clu5-sample1.png)   | ![](samples/5/clu5-sample2.png)   | ![](samples/5/clu5-sample3.png)   | ![](samples/5/clu5-sample4.png)   | X       | X       |          |           |       |              |           |         |         |               |        |                | X                   |        |                 |              |           |              |              |              |        |       |              |              |         |         |              | X                |        |            |               |                    |        |                     |                   |                |              |                |                |                  |                    |                | X        |              |                  |                 |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   6 |         5 | ![](samples/6/clu6-sample0.png)   | ![](samples/6/clu6-sample1.png)   | ![](samples/6/clu6-sample2.png)   | ![](samples/6/clu6-sample3.png)   | ![](samples/6/clu6-sample4.png)   | X       | X       |          |           |       |              |           | X       |         |               |        |                | X                   |        | X               |              |           | X            |              |              | X      |       |              |              |         |         |              | X                |        |            | X             |                    |        | X                   | X                 |                |              |                |                |                  |                    |                |          | X            | X                | X               |            |                 |          |           |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   7 |         5 | ![](samples/7/clu7-sample0.png)   | ![](samples/7/clu7-sample1.png)   | ![](samples/7/clu7-sample2.png)   | ![](samples/7/clu7-sample3.png)   | ![](samples/7/clu7-sample4.png)   | X       | X       |          |           |       |              |           |         |         |               |        |                | X                   |        |                 |              |           |              |              |              | X      |       |              |              |         |         |              |                  |        |            |               |                    |        |                     |                   |                |              |                |                |                  |                    |                |          |              |                  |                 | X          | X               | X        | X         |                |                |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   8 |         9 | ![](samples/8/clu8-sample0.png)   | ![](samples/8/clu8-sample1.png)   | ![](samples/8/clu8-sample2.png)   | ![](samples/8/clu8-sample3.png)   | ![](samples/8/clu8-sample4.png)   | X       | X       |          |           |       |              |           | X       |         |               |        |                | X                   |        | X               |              |           |              |              |              | X      |       |              |              |         |         |              |                  |        |            |               | X                  |        | X                   |                   |                |              |                |                |                  |                    |                |          |              |                  |                 |            |                 |          |           | X              | X              |         |                  |                    |          |          |               |                  |                     |                  |               |           |             |         |                 |               |               |                    |           |                   |                     |               |               |             |             |
|   9 |         5 | ![](samples/9/clu9-sample0.png)   | ![](samples/9/clu9-sample1.png)   | ![](samples/9/clu9-sample2.png)   | ![](samples/9/clu9-sample3.png)   | ![](samples/9/clu9-sample4.png)   | X       | X       |          |           |       |              |           |         |         |               |        |                | X                   |        |                 |              |           |              |              |              | X      |       |              |              |         |         |              |                  |        |            |               | X                  |        | X                   |                   |                |              |                | X              | X                |                    |                |          |              |                  |                 |            | X               |          |           |                |                | X       | X                | X                  | X        | X        | X             | X                | X                   | X                | X             | X         | X           | X       |                 |               |               |                    |           |                   |                     |               |               |             |             |
|  10 |         7 | ![](samples/10/clu10-sample0.png) | ![](samples/10/clu10-sample1.png) | ![](samples/10/clu10-sample2.png) | ![](samples/10/clu10-sample3.png) | ![](samples/10/clu10-sample4.png) | 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 blanc/ブラン/布兰 (Azur Lane)
===================================


This is the dataset of blanc/ブラン/布兰 (Azur Lane), containing 500 images and their tags.


The core tags of this character are 'short\_hair, brown\_hair, blue\_eyes, hat, hair\_between\_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