---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of Peppe/佩佩 (Arknights)

This is the dataset of Peppe/佩佩 (Arknights), containing 25 images and their tags.

The core tags of this character are `blue_eyes, brown_hair, long_hair, hair_ornament, animal_ears, cat_tail, tail, cat_ears`, 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                                                          | Images-others   | Images-head   |
|:-----------------|---------:|:----------|:-----------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:----------------|:--------------|
| raw              |       25 | 18.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | --              | --            |
| stage3-p180-1200 |       62 | 42.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/dataset-stage3-p180-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 180x180 pixels.  | 45              | 17            |

### 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/peppe_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 |        25 | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample4.png) | 1girl, hood_up, looking_at_viewer, smile, solo, holding, closed_mouth, hooded_jacket, midriff, navel, long_sleeves, black_jacket, black_shorts, short_shorts, open_jacket, belt, crop_top, thigh_strap, weapon, white_shirt, standing, blush, white_flower, cat_hood, outdoors |

### Table Version

|   # |   Samples | Img-1                                                                                                   | Img-2                                                                                                   | Img-3                                                                                                   | Img-4                                                                                                   | Img-5                                                                                                   | 1girl   | hood_up   | looking_at_viewer   | smile   | solo   | holding   | closed_mouth   | hooded_jacket   | midriff   | navel   | long_sleeves   | black_jacket   | black_shorts   | short_shorts   | open_jacket   | belt   | crop_top   | thigh_strap   | weapon   | white_shirt   | standing   | blush   | white_flower   | cat_hood   | outdoors   |
|----:|----------:|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------|:--------|:----------|:--------------------|:--------|:-------|:----------|:---------------|:----------------|:----------|:--------|:---------------|:---------------|:---------------|:---------------|:--------------|:-------|:-----------|:--------------|:---------|:--------------|:-----------|:--------|:---------------|:-----------|:-----------|
|   0 |        25 | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/peppe_arknights/resolve/main/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              | X          | X          |