
# Dataset of myrrh/ミルラ/末药 (Arknights)

This is the dataset of myrrh/ミルラ/末药 (Arknights), containing 88 images and their tags.

The core tags of this character are `animal_ears, glasses, green_eyes, red_hair, short_hair, hair_over_one_eye, hair_ornament, ahoge, fox_ears, bangs, tail, bow`, 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              |       88 | 126.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/myrrh_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       88 | 70.14 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/myrrh_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      208 | 147.90 MiB | [Download](https://huggingface.co/datasets/CyberHarem/myrrh_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       88 | 111.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/myrrh_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      208 | 212.10 MiB | [Download](https://huggingface.co/datasets/CyberHarem/myrrh_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/myrrh_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 |        13 | ![](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, ears_through_headwear, black_headwear, holding, official_alternate_costume, yellow_shirt, hat, looking_at_viewer, simple_background, standing, white_background, backpack, black_scarf, fox_girl, fox_tail, open_mouth, short_ponytail, short_sleeves, upper_body, vest                                                                     |
|   1 |         7 | ![](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, bandaged_leg, brown_gloves, id_card, solo, thigh_strap, black_skirt, cloak, long_sleeves, simple_background, vial, white_background, full_body, shirt, test_tube, black_choker, black_footwear, fox_girl, fox_tail, grey_cape, hairclip, holding, looking_at_viewer, shoes, socks, frilled_skirt, hair_bow, knife, plant, round_eyewear, standing |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | ears_through_headwear   | black_headwear   | holding   | official_alternate_costume   | yellow_shirt   | hat   | looking_at_viewer   | simple_background   | standing   | white_background   | backpack   | black_scarf   | fox_girl   | fox_tail   | open_mouth   | short_ponytail   | short_sleeves   | upper_body   | vest   | bandaged_leg   | brown_gloves   | id_card   | thigh_strap   | black_skirt   | cloak   | long_sleeves   | vial   | full_body   | shirt   | test_tube   | black_choker   | black_footwear   | grey_cape   | hairclip   | shoes   | socks   | frilled_skirt   | hair_bow   | knife   | plant   | round_eyewear   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:------------------------|:-----------------|:----------|:-----------------------------|:---------------|:------|:--------------------|:--------------------|:-----------|:-------------------|:-----------|:--------------|:-----------|:-----------|:-------------|:-----------------|:----------------|:-------------|:-------|:---------------|:---------------|:----------|:--------------|:--------------|:--------|:---------------|:-------|:------------|:--------|:------------|:---------------|:-----------------|:------------|:-----------|:--------|:--------|:----------------|:-----------|:--------|:--------|:----------------|
|   0 |        13 | ![](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 |         7 | ![](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               |


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 myrrh/ミルラ/末药 (Arknights)
===================================


This is the dataset of myrrh/ミルラ/末药 (Arknights), containing 88 images and their tags.


The core tags of this character are 'animal\_ears, glasses, green\_eyes, red\_hair, short\_hair, hair\_over\_one\_eye, hair\_ornament, ahoge, fox\_ears, bangs, tail, bow', 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