
# Dataset of cutter/カッター/刻刀 (Arknights)

This is the dataset of cutter/カッター/刻刀 (Arknights), containing 74 images and their tags.

The core tags of this character are `animal_ears, hair_ornament, hairclip, red_eyes, brown_hair, x_hair_ornament, short_hair, fox_ears, bangs, breasts, tail`, 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              |       74 | 109.22 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cutter_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       74 | 54.76 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/cutter_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      191 | 124.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cutter_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       74 | 93.27 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/cutter_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      191 | 193.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/cutter_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/cutter_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 |        14 | ![](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, holding_sword, off_shoulder, open_jacket, red_shirt, sleeveless_shirt, solo, long_sleeves, topknot, black_jacket, bare_shoulders, looking_at_viewer, cowboy_shot, black_skirt, closed_mouth, dual_wielding, grey_hair, thigh_strap |
|   1 |        12 | ![](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, bare_shoulders, looking_at_viewer, off_shoulder, open_jacket, red_shirt, sleeveless_shirt, solo, simple_background, topknot, white_background, necklace, upper_body, bandaid, black_jacket, closed_mouth                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | holding_sword   | off_shoulder   | open_jacket   | red_shirt   | sleeveless_shirt   | solo   | long_sleeves   | topknot   | black_jacket   | bare_shoulders   | looking_at_viewer   | cowboy_shot   | black_skirt   | closed_mouth   | dual_wielding   | grey_hair   | thigh_strap   | simple_background   | white_background   | necklace   | upper_body   | bandaid   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------------|:---------------|:--------------|:------------|:-------------------|:-------|:---------------|:----------|:---------------|:-----------------|:--------------------|:--------------|:--------------|:---------------|:----------------|:------------|:--------------|:--------------------|:-------------------|:-----------|:-------------|:----------|
|   0 |        14 | ![](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             |                     |                    |            |              |           |
|   1 |        12 | ![](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 cutter/カッター/刻刀 (Arknights)
=====================================


This is the dataset of cutter/カッター/刻刀 (Arknights), containing 74 images and their tags.


The core tags of this character are 'animal\_ears, hair\_ornament, hairclip, red\_eyes, brown\_hair, x\_hair\_ornament, short\_hair, fox\_ears, bangs, breasts, tail', 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
passage: 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