
# Dataset of penance/ペナンス/斥罪 (Arknights)

This is the dataset of penance/ペナンス/斥罪 (Arknights), containing 304 images and their tags.

The core tags of this character are `animal_ears, wolf_ears, long_hair, brown_hair, extra_ears, wolf_girl, yellow_eyes, breasts, bangs, large_breasts, tail, hair_between_eyes, wolf_tail, braid`, 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              |      304 | 571.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      304 | 262.58 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      772 | 573.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      304 | 470.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_arknights/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      772 | 909.77 MiB | [Download](https://huggingface.co/datasets/CyberHarem/penance_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/penance_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, looking_at_viewer, solo, upper_body, white_ascot, black_jacket, simple_background, closed_mouth, black_coat, grey_background, portrait, white_shirt                                                                                                              |
|   1 |         7 | ![](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_coat, black_nails, holding_book, solo, white_ascot, black_jacket, closed_mouth, long_sleeves, upper_body, looking_at_viewer, open_book                                                                                                                     |
|   2 |         9 | ![](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_coat, black_thighhighs, long_sleeves, solo, black_jacket, black_skirt, holding_book, looking_at_viewer, white_ascot, open_book, very_long_hair, black_nails, cowboy_shot                                                                                   |
|   3 |        19 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | 1girl, solo, earrings, looking_at_viewer, long_sleeves, blush, simple_background, black_sweater, white_background, hair_ornament, parted_lips, single_braid, upper_body, very_long_hair, holding_cup, white_coat, open_coat, white_jacket                               |
|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | 1girl, blush, long_sleeves, solo, cleavage, collarbone, looking_at_viewer, open_shirt, navel, simple_background, upper_body, white_shirt, animal_ear_fluff, black_bra, white_background, black_panties, closed_mouth, collared_shirt, jacket                            |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-sample4.png) | 1boy, 1girl, blush, hetero, nipples, penis, solo_focus, open_mouth, brown_eyes, bar_censor, breast_press, completely_nude, cum_on_breasts, ejaculation, hair_ornament, huge_breasts, lactation, paizuri, rolling_eyes, short_hair, simple_background, sweat, uncensored |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | upper_body   | white_ascot   | black_jacket   | simple_background   | closed_mouth   | black_coat   | grey_background   | portrait   | white_shirt   | black_nails   | holding_book   | long_sleeves   | open_book   | black_thighhighs   | black_skirt   | very_long_hair   | cowboy_shot   | earrings   | blush   | black_sweater   | white_background   | hair_ornament   | parted_lips   | single_braid   | holding_cup   | white_coat   | open_coat   | white_jacket   | cleavage   | collarbone   | open_shirt   | navel   | animal_ear_fluff   | black_bra   | black_panties   | collared_shirt   | jacket   | 1boy   | hetero   | nipples   | penis   | solo_focus   | open_mouth   | brown_eyes   | bar_censor   | breast_press   | completely_nude   | cum_on_breasts   | ejaculation   | huge_breasts   | lactation   | paizuri   | rolling_eyes   | short_hair   | sweat   | uncensored   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:-------------|:--------------|:---------------|:--------------------|:---------------|:-------------|:------------------|:-----------|:--------------|:--------------|:---------------|:---------------|:------------|:-------------------|:--------------|:-----------------|:--------------|:-----------|:--------|:----------------|:-------------------|:----------------|:--------------|:---------------|:--------------|:-------------|:------------|:---------------|:-----------|:-------------|:-------------|:--------|:-------------------|:------------|:----------------|:-----------------|:---------|:-------|:---------|:----------|:--------|:-------------|:-------------|:-------------|:-------------|:---------------|:------------------|:-----------------|:--------------|:---------------|:------------|:----------|:---------------|:-------------|:--------|:-------------|
|   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             |               |                |                |             |                    |               |                  |               |            |         |                 |                    |                 |               |                |               |              |             |                |            |              |              |         |                    |             |                 |                  |          |        |          |           |         |              |              |              |              |                |                   |                  |               |                |             |           |                |              |         |              |
|   1 |         7 | ![](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           |                    |               |                  |               |            |         |                 |                    |                 |               |                |               |              |             |                |            |              |              |         |                    |             |                 |                  |          |        |          |           |         |              |              |              |              |                |                   |                  |               |                |             |           |                |              |         |              |
|   2 |         9 | ![](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             |            |         |                 |                    |                 |               |                |               |              |             |                |            |              |              |         |                    |             |                 |                  |          |        |          |           |         |              |              |              |              |                |                   |                  |               |                |             |           |                |              |         |              |
|   3 |        19 | ![](samples/3/clu3-sample0.png) | ![](samples/3/clu3-sample1.png) | ![](samples/3/clu3-sample2.png) | ![](samples/3/clu3-sample3.png) | ![](samples/3/clu3-sample4.png) | X       | X                   | X      | X            |               |                | X                   |                |              |                   |            |               |               |                | X              |             |                    |               | X                |               | X          | X       | X               | X                  | X               | X             | X              | X             | X            | X           | X              |            |              |              |         |                    |             |                 |                  |          |        |          |           |         |              |              |              |              |                |                   |                  |               |                |             |           |                |              |         |              |
|   4 |         7 | ![](samples/4/clu4-sample0.png) | ![](samples/4/clu4-sample1.png) | ![](samples/4/clu4-sample2.png) | ![](samples/4/clu4-sample3.png) | ![](samples/4/clu4-sample4.png) | X       | X                   | X      | X            |               |                | X                   | X              |              |                   |            | X             |               |                | X              |             |                    |               |                  |               |            | X       |                 | X                  |                 |               |                |               |              |             |                | X          | X            | X            | X       | X                  | X           | X               | X                | X        |        |          |           |         |              |              |              |              |                |                   |                  |               |                |             |           |                |              |         |              |
|   5 |         5 | ![](samples/5/clu5-sample0.png) | ![](samples/5/clu5-sample1.png) | ![](samples/5/clu5-sample2.png) | ![](samples/5/clu5-sample3.png) | ![](samples/5/clu5-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 penance/ペナンス/斥罪 (Arknights)
======================================


This is the dataset of penance/ペナンス/斥罪 (Arknights), containing 304 images and their tags.


The core tags of this character are 'animal\_ears, wolf\_ears, long\_hair, brown\_hair, extra\_ears, wolf\_girl, yellow\_eyes, breasts, bangs, large\_breasts, tail, hair\_between\_eyes, wolf\_tail, braid', 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