
# Dataset of degenbrecher/锏 (Arknights)

This is the dataset of degenbrecher/锏 (Arknights), containing 132 images and their tags.

The core tags of this character are `horns, long_hair, animal_ears, blonde_hair, goat_horns, goat_ears, bangs, hair_between_eyes, yellow_eyes, very_long_hair, goat_girl, breasts, large_breasts`, 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              |      132 | 249.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/degenbrecher_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      132 | 114.13 MiB | [Download](https://huggingface.co/datasets/CyberHarem/degenbrecher_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      333 | 248.87 MiB | [Download](https://huggingface.co/datasets/CyberHarem/degenbrecher_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      132 | 209.61 MiB | [Download](https://huggingface.co/datasets/CyberHarem/degenbrecher_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      333 | 397.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/degenbrecher_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/degenbrecher_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 |        11 | ![](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, military_uniform, solo, long_sleeves, black_necktie, upper_body, armband, collared_shirt, black_gloves, simple_background, closed_mouth, green_jacket, orange_shirt, white_background, adjusting_clothes                                 |
|   1 |        11 | ![](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, solo, holding_sword, long_sleeves, looking_at_viewer, military_uniform, cowboy_shot, white_background, simple_background, thigh_strap, black_necktie, closed_mouth, v-shaped_eyebrows, armband, green_pants, black_jacket, black_pants |
|   2 |         7 | ![](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, nipples, simple_background, ahoge, closed_mouth, completely_nude, looking_at_viewer, navel, white_background, blush, collarbone, solo, upper_body                                                                                                           |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | military_uniform   | solo   | long_sleeves   | black_necktie   | upper_body   | armband   | collared_shirt   | black_gloves   | simple_background   | closed_mouth   | green_jacket   | orange_shirt   | white_background   | adjusting_clothes   | shirt   | holding_sword   | cowboy_shot   | thigh_strap   | v-shaped_eyebrows   | green_pants   | black_jacket   | black_pants   | nipples   | ahoge   | completely_nude   | navel   | blush   | collarbone   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------------------|:-------|:---------------|:----------------|:-------------|:----------|:-----------------|:---------------|:--------------------|:---------------|:---------------|:---------------|:-------------------|:--------------------|:--------|:----------------|:--------------|:--------------|:--------------------|:--------------|:---------------|:--------------|:----------|:--------|:------------------|:--------|:--------|:-------------|
|   0 |        11 | ![](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                   |         |                 |               |               |                     |               |                |               |           |         |                   |         |         |              |
|   1 |        11 | ![](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             |           |         |                   |         |         |              |
|   2 |         7 | ![](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            |


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 degenbrecher/锏 (Arknights)
=====================================


This is the dataset of degenbrecher/锏 (Arknights), containing 132 images and their tags.


The core tags of this character are 'horns, long\_hair, animal\_ears, blonde\_hair, goat\_horns, goat\_ears, bangs, hair\_between\_eyes, yellow\_eyes, very\_long\_hair, goat\_girl, breasts, large\_breasts', 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