CyberHarem/vila_reverse1999

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

# Dataset of Vila/维拉 (Reverse:1999)

This is the dataset of Vila/维拉 (Reverse:1999), containing 21 images and their tags.

The core tags of this character are `long_hair, blonde_hair, blue_eyes, braid, hair_ornament`, 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 | 21 | 44.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vila_reverse1999/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). | -- | -- |
| stage3-p480-1200 | 50 | 70.98 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vila_reverse1999/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. | 18 | 32 |

### 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/vila_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 |  |  |  |  |  | black_gloves, simple_background, white_background, 2girls, hat, long_sleeves, white_shirt, 1girl, blush, jacket, necklace, red_headwear, scarf, yuri |
| 1 | 11 |  |  |  |  |  | 1girl, closed_mouth, white_shirt, black_gloves, solo, red_scarf, long_skirt, looking_at_viewer, smile, holding, long_sleeves, standing, bead_necklace, boots, full_body, pearl_necklace, white_flower, brown_footwear, brown_hair, brown_jacket, brown_skirt, coat, copyright_notice, fringe_trim, green_eyes, hair_flower, head_scarf, low_twin_braids, outdoors, very_long_hair |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | black_gloves | simple_background | white_background | 2girls | hat | long_sleeves | white_shirt | 1girl | blush | jacket | necklace | red_headwear | scarf | yuri | closed_mouth | solo | red_scarf | long_skirt | looking_at_viewer | smile | holding | standing | bead_necklace | boots | full_body | pearl_necklace | white_flower | brown_footwear | brown_hair | brown_jacket | brown_skirt | coat | copyright_notice | fringe_trim | green_eyes | hair_flower | head_scarf | low_twin_braids | outdoors | very_long_hair |
|----:|----------:|:---------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------|:---------------|:--------------------|:-------------------|:---------|:------|:---------------|:--------------|:--------|:--------|:---------|:-----------|:---------------|:--------|:-------|:---------------|:-------|:------------|:-------------|:--------------------|:--------|:----------|:-----------|:----------------|:--------|:------------|:-----------------|:---------------|:-----------------|:-------------|:---------------|:--------------|:-------|:-------------------|:--------------|:-------------|:--------------|:-------------|:------------------|:-----------|:-----------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 11 |  |  |  |  |  | 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 | X | X | X | X | X |