
# Dataset of pallas/パラス/帕拉斯 (Arknights)

This is the dataset of pallas/パラス/帕拉斯 (Arknights), containing 176 images and their tags.

The core tags of this character are `brown_hair, horns, animal_ears, cow_horns, bangs, cow_ears, green_eyes, hair_between_eyes, cow_girl, sidelocks, long_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              |      176 | 337.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pallas_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      176 | 149.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pallas_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      469 | 345.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pallas_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      176 | 274.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pallas_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      469 | 549.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pallas_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/pallas_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 |         8 | ![](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, black_gloves, cowboy_shot, long_sleeves, looking_at_viewer, solo, closed_mouth, off_shoulder, petals, purple_shirt, short_hair_with_long_locks, white_background, white_skirt, black_pantyhose, veil, blue_shirt, holding_weapon, open_coat, red_rose, simple_background, white_coat, white_jacket, open_jacket |
|   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_gloves, shirt, short_sleeves, solo, looking_at_viewer, official_alternate_costume, sky, cloud, smile, bird, black_pantyhose, holding, outdoors, sitting, yellow_flower                                                                                                                                    |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | black_gloves   | cowboy_shot   | long_sleeves   | looking_at_viewer   | solo   | closed_mouth   | off_shoulder   | petals   | purple_shirt   | short_hair_with_long_locks   | white_background   | white_skirt   | black_pantyhose   | veil   | blue_shirt   | holding_weapon   | open_coat   | red_rose   | simple_background   | white_coat   | white_jacket   | open_jacket   | shirt   | short_sleeves   | official_alternate_costume   | sky   | cloud   | smile   | bird   | holding   | outdoors   | sitting   | yellow_flower   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------------|:---------------|:--------------------|:-------|:---------------|:---------------|:---------|:---------------|:-----------------------------|:-------------------|:--------------|:------------------|:-------|:-------------|:-----------------|:------------|:-----------|:--------------------|:-------------|:---------------|:--------------|:--------|:----------------|:-----------------------------|:------|:--------|:--------|:-------|:----------|:-----------|:----------|:----------------|
|   0 |         8 | ![](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             |         |                 |                              |       |         |         |        |           |            |           |                 |
|   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               |


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 pallas/パラス/帕拉斯 (Arknights)
=====================================


This is the dataset of pallas/パラス/帕拉斯 (Arknights), containing 176 images and their tags.


The core tags of this character are 'brown\_hair, horns, animal\_ears, cow\_horns, bangs, cow\_ears, green\_eyes, hair\_between\_eyes, cow\_girl, sidelocks, long\_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