
# Dataset of tuye/トゥイエ/图耶 (Arknights)

This is the dataset of tuye/トゥイエ/图耶 (Arknights), containing 63 images and their tags.

The core tags of this character are `animal_ears, dark_skin, dark-skinned_female, white_hair, purple_eyes, bangs, long_hair, horse_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              |       63 | 116.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tuye_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       63 | 56.12 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tuye_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      169 | 129.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tuye_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       63 | 99.41 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/tuye_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      169 | 194.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/tuye_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/tuye_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 |        12 | ![](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, long_sleeves, looking_at_viewer, official_alternate_costume, solo, white_ascot, closed_mouth, short_hair, white_thighhighs, black_dress, white_gloves, smile, flower, garter_straps, hood_up, black_footwear, hair_between_eyes, white_background, full_body, grey_hair, horse_girl, shoes, simple_background, sitting |
|   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_dress, holding_umbrella, long_sleeves, looking_at_viewer, smile, solo, thigh_strap, yellow_coat, black_gloves, open_jacket, yellow_jacket, open_coat, short_dress, black_nails, blue_sky, closed_mouth, crown_braid, fingerless_gloves, horse_girl, nail_polish, parted_lips                                     |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | looking_at_viewer   | official_alternate_costume   | solo   | white_ascot   | closed_mouth   | short_hair   | white_thighhighs   | black_dress   | white_gloves   | smile   | flower   | garter_straps   | hood_up   | black_footwear   | hair_between_eyes   | white_background   | full_body   | grey_hair   | horse_girl   | shoes   | simple_background   | sitting   | holding_umbrella   | thigh_strap   | yellow_coat   | black_gloves   | open_jacket   | yellow_jacket   | open_coat   | short_dress   | black_nails   | blue_sky   | crown_braid   | fingerless_gloves   | nail_polish   | parted_lips   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-----------------------------|:-------|:--------------|:---------------|:-------------|:-------------------|:--------------|:---------------|:--------|:---------|:----------------|:----------|:-----------------|:--------------------|:-------------------|:------------|:------------|:-------------|:--------|:--------------------|:----------|:-------------------|:--------------|:--------------|:---------------|:--------------|:----------------|:------------|:--------------|:--------------|:-----------|:--------------|:--------------------|:--------------|:--------------|
|   0 |        12 | ![](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         |                    |               |               |                |               |                 |             |               |               |            |               |                     |               |               |
|   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          | 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 tuye/トゥイエ/图耶 (Arknights)
===================================


This is the dataset of tuye/トゥイエ/图耶 (Arknights), containing 63 images and their tags.


The core tags of this character are 'animal\_ears, dark\_skin, dark-skinned\_female, white\_hair, purple\_eyes, bangs, long\_hair, horse\_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