
# Dataset of kazemaru/カゼマル/风丸 (Arknights)

This is the dataset of kazemaru/カゼマル/风丸 (Arknights), containing 41 images and their tags.

The core tags of this character are `animal_ears, cat_ears, long_hair, breasts, bangs, earrings, braid, hair_ornament, purple_eyes, animal_ear_fluff, maid_headdress, multicolored_hair, tail, extra_ears, cat_girl, cat_tail, hairclip`, 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              |       41 | 79.84 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kazemaru_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       41 | 34.94 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kazemaru_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      104 | 80.25 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kazemaru_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       41 | 64.33 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/kazemaru_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      104 | 130.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kazemaru_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/kazemaru_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 |        31 | ![](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, looking_at_viewer, jewelry, blush, white_gloves, elbow_gloves, black_dress, official_alternate_costume, :p, cleavage, holding, puffy_short_sleeves, blonde_hair, cross, smile, twin_braids, simple_background, large_breasts, maid, medium_breasts, pantyhose, white_background                                             |
|   1 |         8 | ![](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, looking_at_viewer, solo, grey_hair, open_mouth, single_hair_bun, single_side_bun, hairband, blush, holding, open_jacket, simple_background, white_background, white_choker, bare_shoulders, jewelry, long_sleeves, white_dress, yellow_jacket, :d, :o, cat, infection_monitor_(arknights), off_shoulder, standing, weibo_username |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | solo   | looking_at_viewer   | jewelry   | blush   | white_gloves   | elbow_gloves   | black_dress   | official_alternate_costume   | :p   | cleavage   | holding   | puffy_short_sleeves   | blonde_hair   | cross   | smile   | twin_braids   | simple_background   | large_breasts   | maid   | medium_breasts   | pantyhose   | white_background   | grey_hair   | open_mouth   | single_hair_bun   | single_side_bun   | hairband   | open_jacket   | white_choker   | bare_shoulders   | long_sleeves   | white_dress   | yellow_jacket   | :d   | :o   | cat   | infection_monitor_(arknights)   | off_shoulder   | standing   | weibo_username   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:----------|:--------|:---------------|:---------------|:--------------|:-----------------------------|:-----|:-----------|:----------|:----------------------|:--------------|:--------|:--------|:--------------|:--------------------|:----------------|:-------|:-----------------|:------------|:-------------------|:------------|:-------------|:------------------|:------------------|:-----------|:--------------|:---------------|:-----------------|:---------------|:--------------|:----------------|:-----|:-----|:------|:--------------------------------|:---------------|:-----------|:-----------------|
|   0 |        31 | ![](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 |         8 | ![](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                |


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 kazemaru/カゼマル/风丸 (Arknights)
=======================================


This is the dataset of kazemaru/カゼマル/风丸 (Arknights), containing 41 images and their tags.


The core tags of this character are 'animal\_ears, cat\_ears, long\_hair, breasts, bangs, earrings, braid, hair\_ornament, purple\_eyes, animal\_ear\_fluff, maid\_headdress, multicolored\_hair, tail, extra\_ears, cat\_girl, cat\_tail, hairclip', 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