
# Dataset of shining/シャイニング/闪灵 (Arknights)

This is the dataset of shining/シャイニング/闪灵 (Arknights), containing 432 images and their tags.

The core tags of this character are `long_hair, horns, bangs, breasts, hair_between_eyes, pointy_ears, very_long_hair, white_hair, large_breasts, ponytail, brown_eyes, red_eyes`, 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              |      432 | 794.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shining_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      432 | 384.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shining_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1083 | 847.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shining_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      432 | 665.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/shining_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1083 | 1.28 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/shining_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/shining_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 |        10 | ![](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, bare_shoulders, black_dress, closed_mouth, solo, looking_at_viewer, official_alternate_costume, horn_ribbon, simple_background, smile, upper_body, long_sleeves, blush                                                                                                                                                       |
|   1 |        19 | ![](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, official_alternate_costume, solo, upper_body, bare_shoulders, black_one-piece_swimsuit, looking_at_viewer, simple_background, white_background, closed_mouth, detached_sleeves, parted_lips                                                                                                                                  |
|   2 |        18 | ![](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, bare_shoulders, black_one-piece_swimsuit, looking_at_viewer, official_alternate_costume, solo, detached_sleeves, thigh_strap, thighs, holding_staff, parted_lips, sitting, smile, water                                                                                                                                      |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, bare_legs, bare_shoulders, black_one-piece_swimsuit, looking_at_viewer, official_alternate_costume, parted_lips, solo, thigh_strap, thighs, crow, detached_sleeves, full_body, holding_staff, sandals, sidelocks, water, smile, yokozuwari, absurdly_long_hair, barefoot, candle, simple_background, sword, white_background |
|   4 |        10 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, black_cloak, necklace, solo, hood_up, hooded_cloak, looking_at_viewer, closed_mouth, upper_body, black_dress, holding, medium_breasts, sword                                                                                                                                                                                 |
|   5 |         9 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1girl, nipples, solo, collarbone, looking_at_viewer, navel, completely_nude, parted_lips, thighs, blush, sitting, simple_background                                                                                                                                                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | black_dress   | closed_mouth   | solo   | looking_at_viewer   | official_alternate_costume   | horn_ribbon   | simple_background   | smile   | upper_body   | long_sleeves   | blush   | black_one-piece_swimsuit   | white_background   | detached_sleeves   | parted_lips   | thigh_strap   | thighs   | holding_staff   | sitting   | water   | bare_legs   | crow   | full_body   | sandals   | sidelocks   | yokozuwari   | absurdly_long_hair   | barefoot   | candle   | sword   | black_cloak   | necklace   | hood_up   | hooded_cloak   | holding   | medium_breasts   | nipples   | collarbone   | navel   | completely_nude   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------------|:---------------|:-------|:--------------------|:-----------------------------|:--------------|:--------------------|:--------|:-------------|:---------------|:--------|:---------------------------|:-------------------|:-------------------|:--------------|:--------------|:---------|:----------------|:----------|:--------|:------------|:-------|:------------|:----------|:------------|:-------------|:---------------------|:-----------|:---------|:--------|:--------------|:-----------|:----------|:---------------|:----------|:-----------------|:----------|:-------------|:--------|:------------------|
|   0 |        10 | ![](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       |                            |                    |                    |               |               |          |                 |           |         |             |        |             |           |             |              |                      |            |          |         |               |            |           |                |           |                  |           |              |         |                   |
|   1 |        19 | ![](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             |               |          |                 |           |         |             |        |             |           |             |              |                      |            |          |         |               |            |           |                |           |                  |           |              |         |                   |
|   2 |        18 | ![](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       |             |        |             |           |             |              |                      |            |          |         |               |            |           |                |           |                  |           |              |         |                   |
|   3 |         5 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-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       |               |            |           |                |           |                  |           |              |         |                   |
|   4 |        10 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       |                  | X             | X              | X      | X                   |                              |               |                     |         | X            |                |         |                            |                    |                    |               |               |          |                 |           |         |             |        |             |           |             |              |                      |            |          | X       | X             | X          | X         | X              | X         | X                |           |              |         |                   |
|   5 |         9 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 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 shining/シャイニング/闪灵 (Arknights)
========================================


This is the dataset of shining/シャイニング/闪灵 (Arknights), containing 432 images and their tags.


The core tags of this character are 'long\_hair, horns, bangs, breasts, hair\_between\_eyes, pointy\_ears, very\_long\_hair, white\_hair, large\_breasts, ponytail, brown\_eyes, red\_eyes', 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