
# Dataset of horn/ホルン/号角 (Arknights)

This is the dataset of horn/ホルン/号角 (Arknights), containing 227 images and their tags.

The core tags of this character are `animal_ears, hairband, long_hair, bangs, blonde_hair, wolf_ears, black_hairband, breasts, large_breasts, very_long_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              |      227 | 426.26 MiB | [Download](https://huggingface.co/datasets/CyberHarem/horn_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      227 | 196.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/horn_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      576 | 435.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/horn_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      227 | 349.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/horn_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      576 | 690.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/horn_arknights/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/horn_arknights',
    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 |        20 | ![](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, grey_tank_top, solo, bare_shoulders, looking_at_viewer, black_choker, upper_body, simple_background, black_jacket, grey_shirt, hairclip, necklace, white_background, aqua_eyes, off_shoulder                                          |
|   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, black_choker, black_jacket, long_sleeves, open_jacket, solo, bare_shoulders, simple_background, white_background, blue_eyes, cowboy_shot, grey_tank_top, looking_at_viewer, off_shoulder, standing, thighhighs, upper_body, wolf_tail |
|   2 |        25 | ![](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, solo, white_dress, looking_at_viewer, closed_mouth, braid, jewelry, blue_eyes, holding, white_flower, animal_ear_fluff, black_choker, bare_shoulders, hair_flower, sitting, sword, sandals                                            |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | grey_tank_top   | solo   | bare_shoulders   | looking_at_viewer   | black_choker   | upper_body   | simple_background   | black_jacket   | grey_shirt   | hairclip   | necklace   | white_background   | aqua_eyes   | off_shoulder   | long_sleeves   | open_jacket   | blue_eyes   | cowboy_shot   | standing   | thighhighs   | wolf_tail   | white_dress   | closed_mouth   | braid   | jewelry   | holding   | white_flower   | animal_ear_fluff   | hair_flower   | sitting   | sword   | sandals   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:-------|:-----------------|:--------------------|:---------------|:-------------|:--------------------|:---------------|:-------------|:-----------|:-----------|:-------------------|:------------|:---------------|:---------------|:--------------|:------------|:--------------|:-----------|:-------------|:------------|:--------------|:---------------|:--------|:----------|:----------|:---------------|:-------------------|:--------------|:----------|:--------|:----------|
|   0 |        20 | ![](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              |                |               |             |               |            |              |             |               |                |         |           |           |                |                    |               |           |         |           |
|   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            | X           |               |                |         |           |           |                |                    |               |           |         |           |
|   2 |        25 | ![](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         |


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 horn/ホルン/号角 (Arknights)
==================================


This is the dataset of horn/ホルン/号角 (Arknights), containing 227 images and their tags.


The core tags of this character are 'animal\_ears, hairband, long\_hair, bangs, blonde\_hair, wolf\_ears, black\_hairband, breasts, large\_breasts, very\_long\_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