
# Dataset of viper/バイパー/毒蛇/바이퍼 (Nikke: Goddess of Victory)

This is the dataset of viper/バイパー/毒蛇/바이퍼 (Nikke: Goddess of Victory), containing 335 images and their tags.

The core tags of this character are `long_hair, breasts, bangs, large_breasts, red_eyes, horns, brown_hair, hair_ornament, animal_ears, rabbit_ears, fake_animal_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                                                          |
|:-----------------|---------:|:------------|:-------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw              |      335 | 611.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/viper_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |      335 | 295.32 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/viper_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      843 | 646.47 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/viper_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |      335 | 517.23 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/viper_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      843 | 1010.80 MiB | [Download](https://huggingface.co/datasets/CyberHarem/viper_nikke/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/viper_nikke',
    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 |        16 | ![](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) | 1girl, looking_at_viewer, solo, open_jacket, pink_jacket, pleated_skirt, smile, midriff, cleavage, crop_top, long_sleeves, choker, bare_shoulders, blush, holding_phone, off_shoulder, open_mouth, smartphone, white_skirt, fishnet_pantyhose, mouth_mask, shirt, chain, simple_background, white_background                            |
|   1 |        12 | ![](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, playboy_bunny, solo, cleavage, detached_collar, pink_leotard, rabbit_tail, white_background, wrist_cuffs, simple_background, strapless_leotard, white_pantyhose, open_mouth, smile, bare_shoulders, blush, fake_tail, pink_bowtie, pink_eyes, red_leotard                                                     |
|   2 |         6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-sample4.png) | hairclip, smile, streaked_hair, cleavage, facial_mark, long_sleeves, looking_at_viewer, open_jacket, pink_hair, side_ponytail, blush, crop_top, midriff, open_mouth, pink_gloves, shirt, spiked_collar, tongue_out, virtual_youtuber, white_hair, 1girl, 2girls, ahoge, black_collar, hair_between_eyes, navel, shorts, solo, twintails |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | looking_at_viewer   | solo   | open_jacket   | pink_jacket   | pleated_skirt   | smile   | midriff   | cleavage   | crop_top   | long_sleeves   | choker   | bare_shoulders   | blush   | holding_phone   | off_shoulder   | open_mouth   | smartphone   | white_skirt   | fishnet_pantyhose   | mouth_mask   | shirt   | chain   | simple_background   | white_background   | playboy_bunny   | detached_collar   | pink_leotard   | rabbit_tail   | wrist_cuffs   | strapless_leotard   | white_pantyhose   | fake_tail   | pink_bowtie   | pink_eyes   | red_leotard   | hairclip   | streaked_hair   | facial_mark   | pink_hair   | side_ponytail   | pink_gloves   | spiked_collar   | tongue_out   | virtual_youtuber   | white_hair   | 2girls   | ahoge   | black_collar   | hair_between_eyes   | navel   | shorts   | twintails   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------------|:--------------|:----------------|:--------|:----------|:-----------|:-----------|:---------------|:---------|:-----------------|:--------|:----------------|:---------------|:-------------|:-------------|:--------------|:--------------------|:-------------|:--------|:--------|:--------------------|:-------------------|:----------------|:------------------|:---------------|:--------------|:--------------|:--------------------|:------------------|:------------|:--------------|:------------|:--------------|:-----------|:----------------|:--------------|:------------|:----------------|:--------------|:----------------|:-------------|:-------------------|:-------------|:---------|:--------|:---------------|:--------------------|:--------|:---------|:------------|
|   0 |        16 | ![](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                   | X            | X       | X       | X                   | X                  |                 |                   |                |               |               |                     |                   |             |               |             |               |            |                 |               |             |                 |               |                 |              |                    |              |          |         |                |                     |         |          |             |
|   1 |        12 | ![](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                 | X              | X             | X             | X                   | X                 | X           | X             | X           | X             |            |                 |               |             |                 |               |                 |              |                    |              |          |         |                |                     |         |          |             |
|   2 |         6 | ![](samples/2/clu2-sample0.png) | ![](samples/2/clu2-sample1.png) | ![](samples/2/clu2-sample2.png) | ![](samples/2/clu2-sample3.png) | ![](samples/2/clu2-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              | 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 viper/バイパー/毒蛇/바이퍼 (Nikke: Goddess of Victory)
========================================================


This is the dataset of viper/バイパー/毒蛇/바이퍼 (Nikke: Goddess of Victory), containing 335 images and their tags.


The core tags of this character are 'long\_hair, breasts, bangs, large\_breasts, red\_eyes, horns, brown\_hair, hair\_ornament, animal\_ears, rabbit\_ears, fake\_animal\_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(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