
# Dataset of skyfire/スカイフレア/天火 (Arknights)

This is the dataset of skyfire/スカイフレア/天火 (Arknights), containing 350 images and their tags.

The core tags of this character are `long_hair, animal_ears, brown_hair, cat_ears, breasts, bangs, cat_tail, tail, brown_eyes, earrings, cat_girl, large_breasts, hair_between_eyes, medium_breasts`, 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              |      350 | 564.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skyfire_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      350 | 280.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skyfire_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      902 | 608.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skyfire_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      350 | 477.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skyfire_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      902 | 900.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/skyfire_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/skyfire_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 |         5 | ![](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_necktie, black_pantyhose, black_skirt, long_sleeves, looking_at_viewer, open_jacket, pleated_skirt, red_jacket, solo, white_shirt, wide_sleeves, belt, black_footwear, fire, full_body, holding_staff, blush, brown_pantyhose, high_heels, shoes                                                                                                                                                                             |
|   1 |        12 | ![](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, belt, black_skirt, brown_pantyhose, collared_shirt, holding_staff, long_sleeves, open_jacket, red_jacket, solo, black_footwear, black_necktie, closed_mouth, full_body, looking_at_viewer, white_shirt, black_pantyhose, high_heels, pleated_skirt, simple_background, white_background, wide_sleeves, gradient_legwear, smile, floating_hair, red_pantyhose, shoes, black_jacket, fire, jewelry, miniskirt, orange_eyes, standing |
|   2 |         5 | ![](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, belt, black_pantyhose, black_skirt, collared_shirt, fire, holding_staff, long_sleeves, looking_at_viewer, open_jacket, red_jacket, solo, white_shirt, black_necktie, brown_pantyhose, closed_mouth, pleated_skirt, wide_sleeves, blush, sleeves_past_wrists, smile, standing, chain, dated, feet_out_of_frame, floating_hair                                                                                                       |
|   3 |        15 | ![](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, long_sleeves, solo, white_shirt, belt, black_pantyhose, black_skirt, collared_shirt, looking_at_viewer, open_jacket, red_jacket, black_necktie, closed_mouth, holding_staff, jewelry, pleated_skirt, cowboy_shot, smile, simple_background, wide_sleeves, white_background                                                                                                                                                         |
|   4 |        13 | ![](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_necktie, collared_shirt, red_jacket, solo, upper_body, white_shirt, looking_at_viewer, closed_mouth, jewelry, open_jacket, blush, long_sleeves, smile, simple_background, ear_piercing, striped_necktie, white_background                                                                                                                                                                                                    |
|   5 |         5 | ![](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) | 1boy, 1girl, blush, hetero, nipples, open_mouth, penis, solo_focus, ear_piercing, mosaic_censoring, sex, vaginal, yellow_eyes, pantyhose, pussy, bar_censor, breasts_out, clothed_female_nude_male, cum, jacket, necktie, on_side, open_clothes, panties, skirt, spread_legs, torn_clothes                                                                                                                                                |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_necktie   | black_pantyhose   | black_skirt   | long_sleeves   | looking_at_viewer   | open_jacket   | pleated_skirt   | red_jacket   | solo   | white_shirt   | wide_sleeves   | belt   | black_footwear   | fire   | full_body   | holding_staff   | blush   | brown_pantyhose   | high_heels   | shoes   | collared_shirt   | closed_mouth   | simple_background   | white_background   | gradient_legwear   | smile   | floating_hair   | red_pantyhose   | black_jacket   | jewelry   | miniskirt   | orange_eyes   | standing   | sleeves_past_wrists   | chain   | dated   | feet_out_of_frame   | cowboy_shot   | upper_body   | ear_piercing   | striped_necktie   | 1boy   | hetero   | nipples   | open_mouth   | penis   | solo_focus   | mosaic_censoring   | sex   | vaginal   | yellow_eyes   | pantyhose   | pussy   | bar_censor   | breasts_out   | clothed_female_nude_male   | cum   | jacket   | necktie   | on_side   | open_clothes   | panties   | skirt   | spread_legs   | torn_clothes   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:------------------|:--------------|:---------------|:--------------------|:--------------|:----------------|:-------------|:-------|:--------------|:---------------|:-------|:-----------------|:-------|:------------|:----------------|:--------|:------------------|:-------------|:--------|:-----------------|:---------------|:--------------------|:-------------------|:-------------------|:--------|:----------------|:----------------|:---------------|:----------|:------------|:--------------|:-----------|:----------------------|:--------|:--------|:--------------------|:--------------|:-------------|:---------------|:------------------|:-------|:---------|:----------|:-------------|:--------|:-------------|:-------------------|:------|:----------|:--------------|:------------|:--------|:-------------|:--------------|:---------------------------|:------|:---------|:----------|:----------|:---------------|:----------|:--------|:--------------|:---------------|
|   0 |         5 | ![](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       |                  |                |                     |                    |                    |         |                 |                 |                |           |             |               |            |                       |         |         |                     |               |              |                |                   |        |          |           |              |         |              |                    |       |           |               |             |         |              |               |                            |       |          |           |           |                |           |         |               |                |
|   1 |        12 | ![](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               | X              | X         | X           | X             | X          |                       |         |         |                     |               |              |                |                   |        |          |           |              |         |              |                    |       |           |               |             |         |              |               |                            |       |          |           |           |                |           |         |               |                |
|   2 |         5 | ![](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              |                     |                    |                    | X       | X               |                 |                |           |             |               | X          | X                     | X       | X       | X                   |               |              |                |                   |        |          |           |              |         |              |                    |       |           |               |             |         |              |               |                            |       |          |           |           |                |           |         |               |                |
|   3 |        15 | ![](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             |              |                |                   |        |          |           |              |         |              |                    |       |           |               |             |         |              |               |                            |       |          |           |           |                |           |         |               |                |
|   4 |        13 | ![](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 |         5 | ![](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         | 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 skyfire/スカイフレア/天火 (Arknights)
========================================


This is the dataset of skyfire/スカイフレア/天火 (Arknights), containing 350 images and their tags.


The core tags of this character are 'long\_hair, animal\_ears, brown\_hair, cat\_ears, breasts, bangs, cat\_tail, tail, brown\_eyes, earrings, cat\_girl, large\_breasts, hair\_between\_eyes, medium\_breasts', 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