
# Dataset of yato/ヤトウ/夜刀 (Arknights)

This is the dataset of yato/ヤトウ/夜刀 (Arknights), containing 112 images and their tags.

The core tags of this character are `horns, long_hair, brown_hair, breasts, blue_eyes, bangs, pointy_ears, multicolored_hair, white_hair, large_breasts, ponytail, hair_between_eyes, streaked_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              |      112 | 233.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yato_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      112 | 108.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yato_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      290 | 239.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yato_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      112 | 190.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yato_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      290 | 381.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/yato_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/yato_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, black_jacket, solo, simple_background, open_jacket, closed_mouth, white_background, white_shirt, black_skirt, holding_sword, id_card, pleated_skirt, upper_body, blindfold, pantyhose, sheath, short_over_long_sleeves                                                                                                                      |
|   1 |        14 | ![](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, looking_at_viewer, midriff, navel, solo, stomach, belt, black_gloves, cleavage, cowboy_shot, hairband, necklace, simple_background, white_background, fur_trim, mole_under_eye, standing, garter_straps, smile, thighhighs, very_long_hair, closed_mouth, medium_breasts, skirt, crop_top, detached_sleeves, holding_weapon |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_jacket   | solo   | simple_background   | open_jacket   | closed_mouth   | white_background   | white_shirt   | black_skirt   | holding_sword   | id_card   | pleated_skirt   | upper_body   | blindfold   | pantyhose   | sheath   | short_over_long_sleeves   | bare_shoulders   | looking_at_viewer   | midriff   | navel   | stomach   | belt   | black_gloves   | cleavage   | cowboy_shot   | hairband   | necklace   | fur_trim   | mole_under_eye   | standing   | garter_straps   | smile   | thighhighs   | very_long_hair   | medium_breasts   | skirt   | crop_top   | detached_sleeves   | holding_weapon   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:--------------------|:--------------|:---------------|:-------------------|:--------------|:--------------|:----------------|:----------|:----------------|:-------------|:------------|:------------|:---------|:--------------------------|:-----------------|:--------------------|:----------|:--------|:----------|:-------|:---------------|:-----------|:--------------|:-----------|:-----------|:-----------|:-----------------|:-----------|:----------------|:--------|:-------------|:-----------------|:-----------------|:--------|:-----------|:-------------------|:-----------------|
|   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           | X        | X                         |                  |                     |           |         |           |        |                |            |               |            |            |            |                  |            |                 |         |              |                  |                  |         |            |                    |                  |
|   1 |        14 | ![](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                |


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 yato/ヤトウ/夜刀 (Arknights)
==================================


This is the dataset of yato/ヤトウ/夜刀 (Arknights), containing 112 images and their tags.


The core tags of this character are 'horns, long\_hair, brown\_hair, breasts, blue\_eyes, bangs, pointy\_ears, multicolored\_hair, white\_hair, large\_breasts, ponytail, hair\_between\_eyes, streaked\_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