
# Dataset of vritra/ヴリトラ/弗栗多 (Fate/Grand Order)

This is the dataset of vritra/ヴリトラ/弗栗多 (Fate/Grand Order), containing 96 images and their tags.

The core tags of this character are `blonde_hair, long_hair, dragon_girl, dragon_horns, horns, facial_mark, breasts, bangs, dark-skinned_female, dark_skin, yellow_eyes, large_breasts, swept_bangs, dragon_tail, tail`, 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              |       96 | 148.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vritra_fgo/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       96 | 83.89 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/vritra_fgo/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      231 | 175.11 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vritra_fgo/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       96 | 131.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vritra_fgo/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      231 | 250.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vritra_fgo/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/vritra_fgo',
    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 | ![](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) | 1boy, 1girl, hetero, looking_at_viewer, penis, solo_focus, blush, fellatio, mosaic_censoring, sweat, black_dress, cum_in_mouth, long_sleeves, :>=, breasts_out, neck_ring, nipples, paizuri, pov, smile |
|   1 |        41 | ![](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, looking_at_viewer, solo, black_dress, bracelet, neck_ring, long_sleeves, smile, sharp_teeth, cleavage_cutout, veil, lip_piercing                                                                 |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1boy   | 1girl   | hetero   | looking_at_viewer   | penis   | solo_focus   | blush   | fellatio   | mosaic_censoring   | sweat   | black_dress   | cum_in_mouth   | long_sleeves   | :>=   | breasts_out   | neck_ring   | nipples   | paizuri   | pov   | smile   | solo   | bracelet   | sharp_teeth   | cleavage_cutout   | veil   | lip_piercing   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------|:--------|:---------|:--------------------|:--------|:-------------|:--------|:-----------|:-------------------|:--------|:--------------|:---------------|:---------------|:------|:--------------|:------------|:----------|:----------|:------|:--------|:-------|:-----------|:--------------|:------------------|:-------|:---------------|
|   0 |         7 | ![](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              | X              | X     | X             | X           | X         | X         | X     | X       |        |            |               |                   |        |                |
|   1 |        41 | ![](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              |


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 vritra/ヴリトラ/弗栗多 (Fate/Grand Order)
=============================================


This is the dataset of vritra/ヴリトラ/弗栗多 (Fate/Grand Order), containing 96 images and their tags.


The core tags of this character are 'blonde\_hair, long\_hair, dragon\_girl, dragon\_horns, horns, facial\_mark, breasts, bangs, dark-skinned\_female, dark\_skin, yellow\_eyes, large\_breasts, swept\_bangs, dragon\_tail, tail', 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
passage: 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