
# Dataset of hibiscus/ハイビスカス/芙蓉 (Arknights)

This is the dataset of hibiscus/ハイビスカス/芙蓉 (Arknights), containing 101 images and their tags.

The core tags of this character are `horns, purple_hair, purple_eyes, bangs, pointy_ears, long_hair, breasts, parted_bangs`, 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              |      101 | 181.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      101 | 80.03 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      260 | 187.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      101 | 148.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      260 | 309.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/hibiscus_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/hibiscus_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 |        21 | ![](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, solo, black_jacket, blue_gloves, blue_shirt, open_jacket, short_hair, black_necktie, collared_shirt, open_mouth, pleated_skirt, white_background, blush, simple_background, striped_necktie, cowboy_shot, :d, miniskirt, sidelocks, black_skirt, holding_staff, single_hair_bun |
|   1 |        29 | ![](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, solo, black_necktie, looking_at_viewer, black_gloves, long_sleeves, black_coat, pink_flower, open_coat, closed_mouth, medium_breasts, simple_background, smile, flute, white_background, black_skirt, holding_instrument, purple_shirt, brown_pantyhose, cowboy_shot, jacket, large_breasts                      |
|   2 |         9 | ![](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_headwear, solo, :d, beanie, black_jacket, long_sleeves, looking_at_viewer, official_alternate_costume, open_jacket, open_mouth, red_shirt, black_scarf, holding_lantern, multicolored_hair, red_pantyhose, short_hair, black_shorts, blush, legwear_under_shorts, short_shorts, upper_teeth_only           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | long_sleeves   | looking_at_viewer   | solo   | black_jacket   | blue_gloves   | blue_shirt   | open_jacket   | short_hair   | black_necktie   | collared_shirt   | open_mouth   | pleated_skirt   | white_background   | blush   | simple_background   | striped_necktie   | cowboy_shot   | :d   | miniskirt   | sidelocks   | black_skirt   | holding_staff   | single_hair_bun   | black_gloves   | black_coat   | pink_flower   | open_coat   | closed_mouth   | medium_breasts   | smile   | flute   | holding_instrument   | purple_shirt   | brown_pantyhose   | jacket   | large_breasts   | black_headwear   | beanie   | official_alternate_costume   | red_shirt   | black_scarf   | holding_lantern   | multicolored_hair   | red_pantyhose   | black_shorts   | legwear_under_shorts   | short_shorts   | upper_teeth_only   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------------|:-------|:---------------|:--------------|:-------------|:--------------|:-------------|:----------------|:-----------------|:-------------|:----------------|:-------------------|:--------|:--------------------|:------------------|:--------------|:-----|:------------|:------------|:--------------|:----------------|:------------------|:---------------|:-------------|:--------------|:------------|:---------------|:-----------------|:--------|:--------|:---------------------|:---------------|:------------------|:---------|:----------------|:-----------------|:---------|:-----------------------------|:------------|:--------------|:------------------|:--------------------|:----------------|:---------------|:-----------------------|:---------------|:-------------------|
|   0 |        21 | ![](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 |        29 | ![](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               |                  |          |                              |             |               |                   |                     |                 |                |                        |                |                    |
|   2 |         9 | ![](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                  |


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 hibiscus/ハイビスカス/芙蓉 (Arknights)
=========================================


This is the dataset of hibiscus/ハイビスカス/芙蓉 (Arknights), containing 101 images and their tags.


The core tags of this character are 'horns, purple\_hair, purple\_eyes, bangs, pointy\_ears, long\_hair, breasts, parted\_bangs', 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
passage: 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