Datasets:

Size:
n<1K
Tags:
art
Not-For-All-Audiences
License:
File size: 8,096 Bytes
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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---

# Dataset of Lilya/红弩箭/重返未来莉莉娅/リーリャ(リバース:1999) (Reverse:1999)

This is the dataset of Lilya/红弩箭/重返未来莉莉娅/リーリャ(リバース:1999) (Reverse:1999), containing 41 images and their tags.

The core tags of this character are `long_hair, blonde_hair, blue_eyes, breasts, goggles_on_headwear, animal_ears, aviator_cap, brown_headwear, goggles_on_head, animal_ear_headwear, hat, 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                                                          | Images-head   | Images-others   |
|:-----------------|---------:|:-----------|:-------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|:--------------|:----------------|
| raw              |       41 | 73.58 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | --            | --              |
| stage3-p480-1200 |       94 | 120.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  | 27            | 67              |

### 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/lilya_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 |        24 | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample4.png) | goggles, 1girl, smile, solo, looking_at_viewer, midriff, cleavage, brown_gloves, brown_jacket, crop_top, mask_around_neck, fur-trimmed_shorts, fur-trimmed_jacket, navel, open_jacket, short_shorts, green_shirt, fake_animal_ears, star_(symbol), belt, holding, tank_top |

### Table Version

|   # |   Samples | Img-1                                                                                                     | Img-2                                                                                                     | Img-3                                                                                                     | Img-4                                                                                                     | Img-5                                                                                                     | goggles   | 1girl   | smile   | solo   | looking_at_viewer   | midriff   | cleavage   | brown_gloves   | brown_jacket   | crop_top   | mask_around_neck   | fur-trimmed_shorts   | fur-trimmed_jacket   | navel   | open_jacket   | short_shorts   | green_shirt   | fake_animal_ears   | star_(symbol)   | belt   | holding   | tank_top   |
|----:|----------:|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------|:----------|:--------|:--------|:-------|:--------------------|:----------|:-----------|:---------------|:---------------|:-----------|:-------------------|:---------------------|:---------------------|:--------|:--------------|:---------------|:--------------|:-------------------|:----------------|:-------|:----------|:-----------|
|   0 |        24 | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample0.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample1.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample2.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/resolve/main/samples/0/clu0-sample3.png) | ![](https://huggingface.co/datasets/CyberHarem/lilya_reverse1999/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          |