
# Dataset of plume/プリュム/翎羽 (Arknights)

This is the dataset of plume/プリュム/翎羽 (Arknights), containing 162 images and their tags.

The core tags of this character are `hair_between_eyes, brown_hair, short_hair, multicolored_hair, ahoge, two-tone_hair, white_hair, bangs, hat, black_headwear, beret, yellow_eyes`, 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              |      162 | 147.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/plume_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      162 | 104.79 MiB | [Download](https://huggingface.co/datasets/CyberHarem/plume_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      397 | 212.42 MiB | [Download](https://huggingface.co/datasets/CyberHarem/plume_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      162 | 135.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/plume_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      397 | 258.33 MiB | [Download](https://huggingface.co/datasets/CyberHarem/plume_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/plume_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 |        12 | ![](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, looking_at_viewer, solo, upper_body, white_background, simple_background, cloak, black_gloves, closed_mouth                                                                                                                                                                                           |
|   1 |        15 | ![](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_gloves, solo, cloak, feathered_wings, holding_polearm, looking_at_viewer, simple_background, bird_wings, black_thighhighs, cape, closed_mouth, white_background, black_footwear, feathers, full_body, orange_eyes, standing, garter_straps, long_sleeves                                        |
|   2 |        10 | ![](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_gloves, simple_background, solo, white_background, bird_girl, bird_wings, blush, looking_at_viewer, cloak, feathered_wings, elbow_gloves, armband, black_thighhighs, closed_mouth, infection_monitor_(arknights), open_mouth, orange_eyes, cape, garter_straps, grey_shirt, holding, upper_body |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | upper_body   | white_background   | simple_background   | cloak   | black_gloves   | closed_mouth   | feathered_wings   | holding_polearm   | bird_wings   | black_thighhighs   | cape   | black_footwear   | feathers   | full_body   | orange_eyes   | standing   | garter_straps   | long_sleeves   | bird_girl   | blush   | elbow_gloves   | armband   | infection_monitor_(arknights)   | open_mouth   | grey_shirt   | holding   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------------|:-------------------|:--------------------|:--------|:---------------|:---------------|:------------------|:------------------|:-------------|:-------------------|:-------|:-----------------|:-----------|:------------|:--------------|:-----------|:----------------|:---------------|:------------|:--------|:---------------|:----------|:--------------------------------|:-------------|:-------------|:----------|
|   0 |        12 | ![](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              |                   |                   |              |                    |        |                  |            |             |               |            |                 |                |             |         |                |           |                                 |              |              |           |
|   1 |        15 | ![](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              |             |         |                |           |                                 |              |              |           |
|   2 |        10 | ![](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            | 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 plume/プリュム/翎羽 (Arknights)
====================================


This is the dataset of plume/プリュム/翎羽 (Arknights), containing 162 images and their tags.


The core tags of this character are 'hair\_between\_eyes, brown\_hair, short\_hair, multicolored\_hair, ahoge, two-tone\_hair, white\_hair, bangs, hat, black\_headwear, beret, yellow\_eyes', 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