
# Dataset of pepper/ペッパー/佩珀/페퍼 (Nikke: Goddess of Victory)

This is the dataset of pepper/ペッパー/佩珀/페퍼 (Nikke: Goddess of Victory), containing 57 images and their tags.

The core tags of this character are `pink_hair, long_hair, breasts, pink_eyes, large_breasts, bangs, hat, nurse_cap`, 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              |       57 | 96.35 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/pepper_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       57 | 44.72 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/pepper_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      141 | 102.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pepper_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       57 | 79.82 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/pepper_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      141 | 162.83 MiB | [Download](https://huggingface.co/datasets/CyberHarem/pepper_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/pepper_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 |        13 | ![](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, headphones, looking_at_viewer, solo, sleeveless, smile, blush, open_mouth, white_gloves, simple_background, sweater, panties, side_ponytail, thighs, white_background, white_dress                                                |
|   1 |        28 | ![](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, cleavage, blush, side-tie_bikini_bottom, choker, open_mouth, smile, navel, white_bikini, wrist_cuffs, polka_dot_bikini, day, outdoors, sky, bare_shoulders, one_side_up, purple_eyes, thighs, collarbone |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | headphones   | looking_at_viewer   | solo   | sleeveless   | smile   | blush   | open_mouth   | white_gloves   | simple_background   | sweater   | panties   | side_ponytail   | thighs   | white_background   | white_dress   | cleavage   | side-tie_bikini_bottom   | choker   | navel   | white_bikini   | wrist_cuffs   | polka_dot_bikini   | day   | outdoors   | sky   | bare_shoulders   | one_side_up   | purple_eyes   | collarbone   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:--------------------|:-------|:-------------|:--------|:--------|:-------------|:---------------|:--------------------|:----------|:----------|:----------------|:---------|:-------------------|:--------------|:-----------|:-------------------------|:---------|:--------|:---------------|:--------------|:-------------------|:------|:-----------|:------|:-----------------|:--------------|:--------------|:-------------|
|   0 |        13 | ![](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             |            |                          |          |         |                |               |                    |       |            |       |                  |               |               |              |
|   1 |        28 | ![](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            |


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 pepper/ペッパー/佩珀/페퍼 (Nikke: Goddess of Victory)
========================================================


This is the dataset of pepper/ペッパー/佩珀/페퍼 (Nikke: Goddess of Victory), containing 57 images and their tags.


The core tags of this character are 'pink\_hair, long\_hair, breasts, pink\_eyes, large\_breasts, bangs, hat, nurse\_cap', 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