CyberHarem/pavia_reverse1999

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

# Dataset of Pavia/狼群/パヴィア (Reverse:1999)

This is the dataset of Pavia/狼群/パヴィア (Reverse:1999), containing 18 images and their tags.

The core tags of this character are `earrings, short_hair, multicolored_hair, sunglasses, white_hair, black_hair, tinted_eyewear, ear_piercing, grey_hair`, 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-head | Images-others |
|:-----------------|---------:|:----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------|
| raw | 18 | 31.20 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pavia_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p480-1200 | 39 | 45.50 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pavia_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 13 | 26 |

### 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/pavia_reverse1999',
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 | 7 |  |  |  |  |  | 1boy, black_pants, bracelet, collared_shirt, male_focus, open_shirt, black_nails, looking_at_viewer, piercing, purple_shirt, short_sleeves, smile, solo, multiple_rings, pectorals, two-tone_hair, black_belt, black_footwear, cowboy_shot, holding_lollipop, neck_tattoo, open_mouth, shoes, sitting, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1boy | black_pants | bracelet | collared_shirt | male_focus | open_shirt | black_nails | looking_at_viewer | piercing | purple_shirt | short_sleeves | smile | solo | multiple_rings | pectorals | two-tone_hair | black_belt | black_footwear | cowboy_shot | holding_lollipop | neck_tattoo | open_mouth | shoes | sitting | white_background |
|----:|----------:|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:-------|:--------------|:-----------|:-----------------|:-------------|:-------------|:--------------|:--------------------|:-----------|:---------------|:----------------|:--------|:-------|:-----------------|:------------|:----------------|:-------------|:-----------------|:--------------|:-------------------|:--------------|:-------------|:--------|:----------|:-------------------|
| 0 | 7 |  |  |  |  |  | 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 |