
# Dataset of harbin/ハルビン/哈尔滨 (Azur Lane)

This is the dataset of harbin/ハルビン/哈尔滨 (Azur Lane), containing 45 images and their tags.

The core tags of this character are `breasts, long_hair, large_breasts, black_hair, yellow_eyes, bangs, ponytail, multicolored_hair, streaked_hair, very_long_hair, mole, hair_between_eyes, blonde_hair`, 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              |       45 | 86.59 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/harbin_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       45 | 40.54 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/harbin_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      108 | 85.54 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/harbin_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       45 | 70.81 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/harbin_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      108 | 135.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harbin_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/harbin_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 |        11 | ![](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, smile, yellow_bikini, bare_shoulders, day, outdoors, solo, gold_bikini, animal_ears, blush, skindentation, thigh_strap, thighs, ass, blue_sky, cleavage, closed_mouth, cloud, collarbone, ocean, piercing, cowboy_shot, jewelry, mole_under_eye, navel, see-through, sideboob, string_bikini, water |
|   1 |        18 | ![](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, looking_at_viewer, sideboob, solo, smile, thighs, black_thighhighs, dress, holding, fur_trim, white_coat, chinese_clothes, hair_over_one_eye, weapon                                                                                                                                                                   |
|   2 |         6 | ![](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, chinese_clothes, cleavage, hair_ornament, red_dress, brown_hair, hair_over_one_eye, looking_at_viewer, smile, solo, closed_mouth, holding_fan, wide_sleeves, flower, long_sleeves, sitting                                                                                                                             |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | smile   | yellow_bikini   | bare_shoulders   | day   | outdoors   | solo   | gold_bikini   | animal_ears   | blush   | skindentation   | thigh_strap   | thighs   | ass   | blue_sky   | cleavage   | closed_mouth   | cloud   | collarbone   | ocean   | piercing   | cowboy_shot   | jewelry   | mole_under_eye   | navel   | see-through   | sideboob   | string_bikini   | water   | black_thighhighs   | dress   | holding   | fur_trim   | white_coat   | chinese_clothes   | hair_over_one_eye   | weapon   | hair_ornament   | red_dress   | brown_hair   | holding_fan   | wide_sleeves   | flower   | long_sleeves   | sitting   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:--------|:----------------|:-----------------|:------|:-----------|:-------|:--------------|:--------------|:--------|:----------------|:--------------|:---------|:------|:-----------|:-----------|:---------------|:--------|:-------------|:--------|:-----------|:--------------|:----------|:-----------------|:--------|:--------------|:-----------|:----------------|:--------|:-------------------|:--------|:----------|:-----------|:-------------|:------------------|:--------------------|:---------|:----------------|:------------|:-------------|:--------------|:---------------|:---------|:---------------|:----------|
|   0 |        11 | ![](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          | X             | X         | X                | X       | X             | X          | X               | X       |                    |         |           |            |              |                   |                     |          |                 |             |              |               |                |          |                |           |
|   1 |        18 | ![](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 |         6 | ![](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         |


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 harbin/ハルビン/哈尔滨 (Azur Lane)
======================================


This is the dataset of harbin/ハルビン/哈尔滨 (Azur Lane), containing 45 images and their tags.


The core tags of this character are 'breasts, long\_hair, large\_breasts, black\_hair, yellow\_eyes, bangs, ponytail, multicolored\_hair, streaked\_hair, very\_long\_hair, mole, hair\_between\_eyes, blonde\_hair', 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
passage: 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