
# Dataset of honeyberry/ハニーベリー/蜜莓 (Arknights)

This is the dataset of honeyberry/ハニーベリー/蜜莓 (Arknights), containing 50 images and their tags.

The core tags of this character are `animal_ears, long_hair, bangs, brown_hair, twintails, low_twintails, multicolored_hair, tail, yellow_eyes, ears_through_headwear, streaked_hair, white_hair`, 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              |       50 | 79.34 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/honeyberry_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       50 | 36.14 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/honeyberry_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      114 | 78.13 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/honeyberry_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       50 | 64.18 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/honeyberry_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      114 | 126.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/honeyberry_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/honeyberry_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 |        45 | ![](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, looking_at_viewer, fur-trimmed_hood, white_background, blush, hood_up, simple_background, white_dress, hooded_capelet, open_mouth, brown_eyes                                                                                                                                                           |
|   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, blush, grey_hair, navel, nipples, 1boy, hetero, open_mouth, pussy_juice, small_breasts, solo_focus, cat_ears, completely_nude, penis, simple_background, bar_censor, hair_between_eyes, hair_bow, heart-shaped_pupils, mosaic_censoring, sex_from_behind, sound_effects, standing, sweat, torso_grab, vaginal |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | fur-trimmed_hood   | white_background   | blush   | hood_up   | simple_background   | white_dress   | hooded_capelet   | open_mouth   | brown_eyes   | grey_hair   | navel   | nipples   | 1boy   | hetero   | pussy_juice   | small_breasts   | solo_focus   | cat_ears   | completely_nude   | penis   | bar_censor   | hair_between_eyes   | hair_bow   | heart-shaped_pupils   | mosaic_censoring   | sex_from_behind   | sound_effects   | standing   | sweat   | torso_grab   | vaginal   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:-------------------|:-------------------|:--------|:----------|:--------------------|:--------------|:-----------------|:-------------|:-------------|:------------|:--------|:----------|:-------|:---------|:--------------|:----------------|:-------------|:-----------|:------------------|:--------|:-------------|:--------------------|:-----------|:----------------------|:-------------------|:------------------|:----------------|:-----------|:--------|:-------------|:----------|
|   0 |        45 | ![](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            | 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 honeyberry/ハニーベリー/蜜莓 (Arknights)
===========================================


This is the dataset of honeyberry/ハニーベリー/蜜莓 (Arknights), containing 50 images and their tags.


The core tags of this character are 'animal\_ears, long\_hair, bangs, brown\_hair, twintails, low\_twintails, multicolored\_hair, tail, yellow\_eyes, ears\_through\_headwear, streaked\_hair, white\_hair', 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