
# Dataset of vigna/ヴィグナ/红豆 (Arknights)

This is the dataset of vigna/ヴィグナ/红豆 (Arknights), containing 367 images and their tags.

The core tags of this character are `long_hair, red_hair, horns, pointy_ears, red_eyes, hat, very_long_hair, bangs, black_headwear, braid, horns_through_headwear, hair_ornament, demon_horns`, 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              |      367 | 620.04 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      367 | 302.57 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      934 | 672.42 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      367 | 527.49 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vigna_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      934 | 1023.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vigna_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/vigna_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 |        36 | ![](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, solo, thighhighs, white_shirt, red_necktie, mismatched_legwear, long_sleeves, looking_at_viewer, collared_shirt, holding_polearm, jacket, belt, black_skirt, simple_background, cabbie_hat, open_clothes, white_background, black_footwear, boots, vest, low-tied_long_hair, miniskirt, full_body, open_mouth, zettai_ryouiki, demon_tail, low_twintails                                                                                |
|   1 |        10 | ![](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, electric_guitar, plectrum, solo, white_shirt, black_skirt, holding_instrument, long_sleeves, mismatched_legwear, red_necktie, zettai_ryouiki, collared_shirt, black_vest, cowboy_shot, looking_at_viewer, miniskirt, open_mouth, simple_background, white_background, cabbie_hat, playing_instrument, sidelocks, smile, low-tied_long_hair, red_thighhighs, twintails                                                                   |
|   2 |        35 | ![](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, red_necktie, solo, collared_shirt, looking_at_viewer, white_shirt, simple_background, hairclip, upper_body, white_background, cabbie_hat, vest, blush, shoulder_armor, hair_ribbon, jacket, open_mouth                                                                                                                                                                                                                                  |
|   3 |         7 | ![](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, :d, black_jacket, electric_guitar, holding_instrument, open_mouth, solo, black_skirt, official_alternate_costume, looking_at_viewer, open_jacket, red_shirt, thigh_strap, ahoge, asymmetrical_legwear, black_thighhighs, fang, small_breasts, black_footwear, miniskirt, nail_polish, plectrum, red_necktie, sidelocks, standing, studded_bracelet                                                                                      |
|   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, ankle_cuffs, barefoot, black_bikini, full_body, looking_at_viewer, official_alternate_costume, small_breasts, solo, straw_hat, twin_braids, brown_headwear, detached_collar, holding_weapon, see-through, navel, simple_background, standing, trident, white_background, blush, red_necktie, star_hair_ornament, sun_hat, water                                                                                                         |
|   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) | 1girl, black_bikini, blue_sky, blush, day, detached_collar, looking_at_viewer, official_alternate_costume, outdoors, see-through, side-tie_bikini_bottom, solo, standing, straw_hat, twin_braids, brown_headwear, cloud, navel, small_breasts, stomach, thighs, wading, water, cowboy_shot, miniskirt, ocean, open_mouth, star_hair_ornament, tree, bare_arms, bare_shoulders, cleavage, fang, groin, red_necktie, sunlight, v-shaped_eyebrows |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | 1girl, black_bikini, looking_at_viewer, navel, official_alternate_costume, red_necktie, small_breasts, solo, straw_hat, twin_braids, cowboy_shot, detached_collar, stomach, see-through, side-tie_bikini_bottom, blush, star_hair_ornament, tail                                                                                                                                                                                               |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 1boy, blush, hetero, penis, solo_focus, 1girl, completely_nude, looking_at_viewer, mosaic_censoring, navel, nipples, collarbone, medium_breasts, open_mouth, pov, pussy, spread_legs                                                                                                                                                                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | thighhighs   | white_shirt   | red_necktie   | mismatched_legwear   | long_sleeves   | looking_at_viewer   | collared_shirt   | holding_polearm   | jacket   | belt   | black_skirt   | simple_background   | cabbie_hat   | open_clothes   | white_background   | black_footwear   | boots   | vest   | low-tied_long_hair   | miniskirt   | full_body   | open_mouth   | zettai_ryouiki   | demon_tail   | low_twintails   | electric_guitar   | plectrum   | holding_instrument   | black_vest   | cowboy_shot   | playing_instrument   | sidelocks   | smile   | red_thighhighs   | twintails   | hairclip   | upper_body   | blush   | shoulder_armor   | hair_ribbon   | :d   | black_jacket   | official_alternate_costume   | open_jacket   | red_shirt   | thigh_strap   | ahoge   | asymmetrical_legwear   | black_thighhighs   | fang   | small_breasts   | nail_polish   | standing   | studded_bracelet   | ankle_cuffs   | barefoot   | black_bikini   | straw_hat   | twin_braids   | brown_headwear   | detached_collar   | holding_weapon   | see-through   | navel   | trident   | star_hair_ornament   | sun_hat   | water   | blue_sky   | day   | outdoors   | side-tie_bikini_bottom   | cloud   | stomach   | thighs   | wading   | ocean   | tree   | bare_arms   | bare_shoulders   | cleavage   | groin   | sunlight   | v-shaped_eyebrows   | tail   | 1boy   | hetero   | penis   | solo_focus   | completely_nude   | mosaic_censoring   | nipples   | collarbone   | medium_breasts   | pov   | pussy   | spread_legs   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:-------------|:--------------|:--------------|:---------------------|:---------------|:--------------------|:-----------------|:------------------|:---------|:-------|:--------------|:--------------------|:-------------|:---------------|:-------------------|:-----------------|:--------|:-------|:---------------------|:------------|:------------|:-------------|:-----------------|:-------------|:----------------|:------------------|:-----------|:---------------------|:-------------|:--------------|:---------------------|:------------|:--------|:-----------------|:------------|:-----------|:-------------|:--------|:-----------------|:--------------|:-----|:---------------|:-----------------------------|:--------------|:------------|:--------------|:--------|:-----------------------|:-------------------|:-------|:----------------|:--------------|:-----------|:-------------------|:--------------|:-----------|:---------------|:------------|:--------------|:-----------------|:------------------|:-----------------|:--------------|:--------|:----------|:---------------------|:----------|:--------|:-----------|:------|:-----------|:-------------------------|:--------|:----------|:---------|:---------|:--------|:-------|:------------|:-----------------|:-----------|:--------|:-----------|:--------------------|:-------|:-------|:---------|:--------|:-------------|:------------------|:-------------------|:----------|:-------------|:-----------------|:------|:--------|:--------------|
|   0 |        36 | ![](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            | X                | X            | X               |                   |            |                      |              |               |                      |             |         |                  |             |            |              |         |                  |               |      |                |                              |               |             |               |         |                        |                    |        |                 |               |            |                    |               |            |                |             |               |                  |                   |                  |               |         |           |                      |           |         |            |       |            |                          |         |           |          |          |         |        |             |                  |            |         |            |                     |        |        |          |         |              |                   |                    |           |              |                  |       |         |               |
|   1 |        10 | ![](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           |            |              |         |                  |               |      |                |                              |               |             |               |         |                        |                    |        |                 |               |            |                    |               |            |                |             |               |                  |                   |                  |               |         |           |                      |           |         |            |       |            |                          |         |           |          |          |         |        |             |                  |            |         |            |                     |        |        |          |         |              |                   |                    |           |              |                  |       |         |               |
|   2 |        35 | ![](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             |      |                |                              |               |             |               |         |                        |                    |        |                 |               |            |                    |               |            |                |             |               |                  |                   |                  |               |         |           |                      |           |         |            |       |            |                          |         |           |          |          |         |        |             |                  |            |         |            |                     |        |        |          |         |              |                   |                    |           |              |                  |       |         |               |
|   3 |         7 | ![](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          | 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                 | 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         | X        | X        | X       | X      | X           | X                | X          | X       | X          | X                   |        |        |          |         |              |                   |                    |           |              |                  |       |         |               |
|   6 |         6 | ![](samples/6/clu6-sample0.png) | ![](samples/6/clu6-sample1.png) | ![](samples/6/clu6-sample2.png) | ![](samples/6/clu6-sample3.png) | ![](samples/6/clu6-sample4.png) | X       | X      |              |               | X             |                      |                | X                   |                  |                   |          |        |               |                     |              |                |                    |                  |         |        |                      |             |             |              |                  |              |                 |                   |            |                      |              | X             |                      |             |         |                  |             |            |              | X       |                  |               |      |                | X                            |               |             |               |         |                        |                    |        | X               |               |            |                    |               |            | X              | X           | X             |                  | X                 |                  | X             | X       |           | X                    |           |         |            |       |            | X                        |         | X         |          |          |         |        |             |                  |            |         |            |                     | X      |        |          |         |              |                   |                    |           |              |                  |       |         |               |
|   7 |         6 | ![](samples/7/clu7-sample0.png) | ![](samples/7/clu7-sample1.png) | ![](samples/7/clu7-sample2.png) | ![](samples/7/clu7-sample3.png) | ![](samples/7/clu7-sample4.png) | 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 vigna/ヴィグナ/红豆 (Arknights)
====================================


This is the dataset of vigna/ヴィグナ/红豆 (Arknights), containing 367 images and their tags.


The core tags of this character are 'long\_hair, red\_hair, horns, pointy\_ears, red\_eyes, hat, very\_long\_hair, bangs, black\_headwear, braid, horns\_through\_headwear, hair\_ornament, demon\_horns', 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