
# Dataset of harmonie/ハーモニー/和弦 (Arknights)

This is the dataset of harmonie/ハーモニー/和弦 (Arknights), containing 203 images and their tags.

The core tags of this character are `animal_ears, cat_ears, green_hair, long_hair, animal_ear_fluff, green_eyes, bangs, breasts, tail, cat_tail, cat_girl, very_long_hair, ribbon, large_breasts, neck_ribbon, black_ribbon`, 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              |      203 | 351.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harmonie_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      203 | 163.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harmonie_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      510 | 365.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harmonie_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      203 | 293.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harmonie_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      510 | 579.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/harmonie_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/harmonie_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 |         7 | ![](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, grey_cardigan, smile, solo, upper_body, white_cape, blush, looking_at_viewer, white_shirt, open_mouth, simple_background, collared_shirt, hand_up, long_sleeves                                                                                                                   |
|   1 |         6 | ![](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_skirt, blush, grey_cardigan, long_sleeves, looking_at_viewer, pleated_skirt, simple_background, solo, open_mouth, white_background, white_shirt, :d, collared_shirt, white_cape, cowboy_shot                                                                                |
|   2 |         7 | ![](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, grey_cardigan, pleated_skirt, simple_background, smile, solo, black_skirt, long_sleeves, looking_at_viewer, white_cape, white_shirt, cowboy_shot, white_background, bag_charm, blush, closed_mouth, miniskirt, holding_wand, jacket                                               |
|   3 |        13 | ![](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, black_skirt, long_sleeves, looking_at_viewer, miniskirt, solo, grey_cardigan, pleated_skirt, white_cape, :p, infection_monitor_(arknights), white_background, simple_background, jacket, black_footwear, blush, boots, grey_socks, sitting, smile, thighs, tail_ring, white_shirt |
|   4 |         6 | ![](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, blush, looking_at_viewer, navel, nipples, pussy, solo, completely_nude, stomach, uncensored, open_mouth, :d, cowboy_shot, heart, on_back, on_bed, spread_legs, symbol-shaped_pupils                                                                                               |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | grey_cardigan   | smile   | solo   | upper_body   | white_cape   | blush   | looking_at_viewer   | white_shirt   | open_mouth   | simple_background   | collared_shirt   | hand_up   | long_sleeves   | black_skirt   | pleated_skirt   | white_background   | :d   | cowboy_shot   | bag_charm   | closed_mouth   | miniskirt   | holding_wand   | jacket   | :p   | infection_monitor_(arknights)   | black_footwear   | boots   | grey_socks   | sitting   | thighs   | tail_ring   | navel   | nipples   | pussy   | completely_nude   | stomach   | uncensored   | heart   | on_back   | on_bed   | spread_legs   | symbol-shaped_pupils   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:--------|:-------|:-------------|:-------------|:--------|:--------------------|:--------------|:-------------|:--------------------|:-----------------|:----------|:---------------|:--------------|:----------------|:-------------------|:-----|:--------------|:------------|:---------------|:------------|:---------------|:---------|:-----|:--------------------------------|:-----------------|:--------|:-------------|:----------|:---------|:------------|:--------|:----------|:--------|:------------------|:----------|:-------------|:--------|:----------|:---------|:--------------|:-----------------------|
|   0 |         7 | ![](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              |               |                 |                    |      |               |             |                |             |                |          |      |                                 |                  |         |              |           |          |             |         |           |         |                   |           |              |         |           |          |               |                        |
|   1 |         6 | ![](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             |             |                |             |                |          |      |                                 |                  |         |              |           |          |             |         |           |         |                   |           |              |         |           |          |               |                        |
|   2 |         7 | ![](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 |        13 | ![](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           |         |           |         |                   |           |              |         |           |          |               |                        |
|   4 |         6 | ![](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                      |


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 harmonie/ハーモニー/和弦 (Arknights)
========================================


This is the dataset of harmonie/ハーモニー/和弦 (Arknights), containing 203 images and their tags.


The core tags of this character are 'animal\_ears, cat\_ears, green\_hair, long\_hair, animal\_ear\_fluff, green\_eyes, bangs, breasts, tail, cat\_tail, cat\_girl, very\_long\_hair, ribbon, large\_breasts, neck\_ribbon, black\_ribbon', 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