
# Dataset of koyanskaya_of_light/光のコヤンスカヤ/光之高扬斯卡娅 (Fate/Grand Order)

This is the dataset of koyanskaya_of_light/光のコヤンスカヤ/光之高扬斯卡娅 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are `pink_hair, animal_ears, breasts, long_hair, yellow_eyes, animal_ear_fluff, large_breasts, fox_ears, tail, fox_girl, bangs, fox_tail, glasses, hair_between_eyes, sidelocks, bow, hair_bow, ponytail, pink_bow`, 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              |      500 | 807.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyanskaya_of_light_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      500 | 422.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyanskaya_of_light_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |     1274 | 937.68 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyanskaya_of_light_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      500 | 697.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/koyanskaya_of_light_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |     1274 | 1.34 GiB   | [Download](https://huggingface.co/datasets/CyberHarem/koyanskaya_of_light_fgo/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/koyanskaya_of_light_fgo',
    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 |        11 | ![](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_bodysuit, blush, center_opening, choker, cleavage, hip_vent, looking_at_viewer, smile, solo, open_mouth, thighs                                                                                                                                                                          |
|   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_bodysuit, blush, center_opening, choker, cleavage, hip_vent, looking_at_viewer, smile, solo, thighs, licking_lips                                                                                                                                                                        |
|   2 |        30 | ![](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, black_bow, black_gloves, long_sleeves, looking_at_viewer, rabbit_ears, solo, twintails, underbust, white_shirt, blush, dress_shirt, smile, coattails, corset, white_pantyhose, collared_shirt, thighs, open_mouth                                                                              |
|   3 |        14 | ![](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_shoulders, black_dress, china_dress, looking_at_viewer, solo, tassel, black_gloves, center_opening, double_bun, underboob, thighs, smile, blush, jingle_bell, sleeveless_dress                                                                                                            |
|   4 |         5 | ![](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, bare_shoulders, black_gloves, center_opening, china_dress, folding_fan, holding_fan, looking_at_viewer, smile, solo, underboob, black_dress, tassel, double_bun, jingle_bell, open_mouth, sleeveless, simple_background                                                                        |
|   5 |        35 | ![](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) | very_long_hair, white_dress, 1girl, double_bun, hat, rabbit_ears, wide_sleeves, long_sleeves, looking_at_viewer, smile, white_headwear, pink_gloves, solo, cleavage, double-breasted, short_dress, white_coat, detached_collar, garter_straps, thighs, open_coat, blush, white_thighhighs, open_mouth |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_bodysuit   | blush   | center_opening   | choker   | cleavage   | hip_vent   | looking_at_viewer   | smile   | solo   | open_mouth   | thighs   | licking_lips   | black_bow   | black_gloves   | long_sleeves   | rabbit_ears   | twintails   | underbust   | white_shirt   | dress_shirt   | coattails   | corset   | white_pantyhose   | collared_shirt   | bare_shoulders   | black_dress   | china_dress   | tassel   | double_bun   | underboob   | jingle_bell   | sleeveless_dress   | folding_fan   | holding_fan   | sleeveless   | simple_background   | very_long_hair   | white_dress   | hat   | wide_sleeves   | white_headwear   | pink_gloves   | double-breasted   | short_dress   | white_coat   | detached_collar   | garter_straps   | open_coat   | white_thighhighs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:-----------------|:---------|:-----------|:-----------|:--------------------|:--------|:-------|:-------------|:---------|:---------------|:------------|:---------------|:---------------|:--------------|:------------|:------------|:--------------|:--------------|:------------|:---------|:------------------|:-----------------|:-----------------|:--------------|:--------------|:---------|:-------------|:------------|:--------------|:-------------------|:--------------|:--------------|:-------------|:--------------------|:-----------------|:--------------|:------|:---------------|:-----------------|:--------------|:------------------|:--------------|:-------------|:------------------|:----------------|:------------|:-------------------|
|   0 |        11 | ![](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        |                |             |                |                |               |             |             |               |               |             |          |                   |                  |                  |               |               |          |              |             |               |                    |               |               |              |                     |                  |               |       |                |                  |               |                   |               |              |                   |                 |             |                    |
|   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              |             |                |                |               |             |             |               |               |             |          |                   |                  |                  |               |               |          |              |             |               |                    |               |               |              |                     |                  |               |       |                |                  |               |                   |               |              |                   |                 |             |                    |
|   2 |        30 | ![](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        | X                 | X                |                  |               |               |          |              |             |               |                    |               |               |              |                     |                  |               |       |                |                  |               |                   |               |              |                   |                 |             |                    |
|   3 |        14 | ![](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                  |               |               |              |                     |                  |               |       |                |                  |               |                   |               |              |                   |                 |             |                    |
|   4 |         5 | ![](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           | X             |                    | X             | X             | X            | X                   |                  |               |       |                |                  |               |                   |               |              |                   |                 |             |                    |
|   5 |        35 | ![](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                | 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 koyanskaya\_of\_light/光のコヤンスカヤ/光之高扬斯卡娅 (Fate/Grand Order)
====================================================================


This is the dataset of koyanskaya\_of\_light/光のコヤンスカヤ/光之高扬斯卡娅 (Fate/Grand Order), containing 500 images and their tags.


The core tags of this character are 'pink\_hair, animal\_ears, breasts, long\_hair, yellow\_eyes, animal\_ear\_fluff, large\_breasts, fox\_ears, tail, fox\_girl, bangs, fox\_tail, glasses, hair\_between\_eyes, sidelocks, bow, hair\_bow, ponytail, pink\_bow', 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