
# Dataset of hobby/ホビー/霍比 (Azur Lane)

This is the dataset of hobby/ホビー/霍比 (Azur Lane), containing 54 images and their tags.

The core tags of this character are `long_hair, ribbon, bangs, hairband, hair_ribbon, very_long_hair, bow, red_eyes, black_hairband, purple_eyes, breasts, pink_hair, black_ribbon, animal_ears`, 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              |       54 | 46.28 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       54 | 32.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      126 | 68.74 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       54 | 43.41 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_azurlane/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      126 | 87.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hobby_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/hobby_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 |        13 | ![](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) | white_shirt, 1girl, blush, collared_shirt, looking_at_viewer, pleated_skirt, smile, solo, black_choker, grey_skirt, pink_hairband, black_thighhighs, earrings, short_sleeves, collarbone, dress_shirt, tongue_out, white_background, open_mouth, pink_ribbon, school_uniform, garter_straps, one_eye_closed, bangle, closed_mouth, jacket, school_bag, simple_background, sleeves_rolled_up, torpedo                                                    |
|   1 |        23 | ![](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) | looking_at_viewer, 1girl, blush, solo, bare_shoulders, white_shirt, black_skirt, detached_sleeves, midriff, navel, sleeveless_shirt, smile, collared_shirt, long_sleeves, wide_sleeves, pink_thighhighs, pleated_skirt, suspenders, open_jacket, sleeves_past_fingers, white_background, black_jacket, crop_top, simple_background, belt_buckle, black_footwear, boots, closed_mouth, pink_belt, tongue_out, black_bow, heart, off_shoulder, open_mouth |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | white_shirt   | 1girl   | blush   | collared_shirt   | looking_at_viewer   | pleated_skirt   | smile   | solo   | black_choker   | grey_skirt   | pink_hairband   | black_thighhighs   | earrings   | short_sleeves   | collarbone   | dress_shirt   | tongue_out   | white_background   | open_mouth   | pink_ribbon   | school_uniform   | garter_straps   | one_eye_closed   | bangle   | closed_mouth   | jacket   | school_bag   | simple_background   | sleeves_rolled_up   | torpedo   | bare_shoulders   | black_skirt   | detached_sleeves   | midriff   | navel   | sleeveless_shirt   | long_sleeves   | wide_sleeves   | pink_thighhighs   | suspenders   | open_jacket   | sleeves_past_fingers   | black_jacket   | crop_top   | belt_buckle   | black_footwear   | boots   | pink_belt   | black_bow   | heart   | off_shoulder   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------|:--------|:--------|:-----------------|:--------------------|:----------------|:--------|:-------|:---------------|:-------------|:----------------|:-------------------|:-----------|:----------------|:-------------|:--------------|:-------------|:-------------------|:-------------|:--------------|:-----------------|:----------------|:-----------------|:---------|:---------------|:---------|:-------------|:--------------------|:--------------------|:----------|:-----------------|:--------------|:-------------------|:----------|:--------|:-------------------|:---------------|:---------------|:------------------|:-------------|:--------------|:-----------------------|:---------------|:-----------|:--------------|:-----------------|:--------|:------------|:------------|:--------|:---------------|
|   0 |        13 | ![](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 |        23 | ![](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                 | 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 hobby/ホビー/霍比 (Azur Lane)
===================================


This is the dataset of hobby/ホビー/霍比 (Azur Lane), containing 54 images and their tags.


The core tags of this character are 'long\_hair, ribbon, bangs, hairband, hair\_ribbon, very\_long\_hair, bow, red\_eyes, black\_hairband, purple\_eyes, breasts, pink\_hair, black\_ribbon, animal\_ears', 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