
# Dataset of noise/ノイズ/诺伊斯 (Nikke: Goddess of Victory)

This is the dataset of noise/ノイズ/诺伊斯 (Nikke: Goddess of Victory), containing 45 images and their tags.

The core tags of this character are `breasts, bangs, blue_eyes, long_hair, ponytail, black_hair, large_breasts, multicolored_hair, dark_skin, blonde_hair, dark-skinned_female, hair_ornament, earrings`, 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              |       45 | 106.15 MiB | [Download](https://huggingface.co/datasets/CyberHarem/noise_nikke/resolve/main/dataset-raw.zip)              | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800              |       45 | 46.00 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/noise_nikke/resolve/main/dataset-800.zip)              | IMG+TXT    | dataset with the shorter side not exceeding 800 pixels.              |
| stage3-p480-800  |      118 | 102.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/noise_nikke/resolve/main/dataset-stage3-p480-800.zip)  | IMG+TXT    | 3-stage cropped dataset with the area not less than 480x480 pixels.  |
| 1200             |       45 | 84.70 MiB  | [Download](https://huggingface.co/datasets/CyberHarem/noise_nikke/resolve/main/dataset-1200.zip)             | IMG+TXT    | dataset with the shorter side not exceeding 1200 pixels.             |
| stage3-p480-1200 |      118 | 169.72 MiB | [Download](https://huggingface.co/datasets/CyberHarem/noise_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/noise_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 |         5 | ![](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, bare_shoulders, cleavage, jewelry, midriff, navel, solo, thigh_strap, blue_hair, blush, hair_between_eyes, hairclip, looking_at_viewer, white_jacket, black_necktie, crop_top, long_sleeves, open_clothes, parted_lips, smile, between_breasts, cowboy_shot, holding_microphone, off_shoulder, shirt, sidelocks, sitting, streaked_hair, tattoo, vertical_stripes, white_shorts |
|   1 |        11 | ![](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) | looking_at_viewer, 1girl, cleavage, solo, bare_shoulders, jewelry, blush, thighs, black_gloves, fingerless_gloves, mole_on_breast, thigh_strap, dress, microphone_stand, parted_lips, smile, belt, fingernails, high_heels, holding_microphone, simple_background, white_background                                                                                                    |
|   2 |         7 | ![](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) | 1girl, cleavage, hair_bow, looking_at_viewer, solo, white_dress, long_sleeves, blush, hair_between_eyes, two-tone_hair, covered_navel, ribbon, simple_background, sitting, streaked_hair, clothing_cutout, open_mouth, see-through, short_dress, thighs, very_long_hair, white_background, white_bow                                                                                   |

### Table Version

|   # |   Samples | Img-1                           | Img-2                           | Img-3                           | Img-4                           | Img-5                           | 1girl   | bare_shoulders   | cleavage   | jewelry   | midriff   | navel   | solo   | thigh_strap   | blue_hair   | blush   | hair_between_eyes   | hairclip   | looking_at_viewer   | white_jacket   | black_necktie   | crop_top   | long_sleeves   | open_clothes   | parted_lips   | smile   | between_breasts   | cowboy_shot   | holding_microphone   | off_shoulder   | shirt   | sidelocks   | sitting   | streaked_hair   | tattoo   | vertical_stripes   | white_shorts   | thighs   | black_gloves   | fingerless_gloves   | mole_on_breast   | dress   | microphone_stand   | belt   | fingernails   | high_heels   | simple_background   | white_background   | hair_bow   | white_dress   | two-tone_hair   | covered_navel   | ribbon   | clothing_cutout   | open_mouth   | see-through   | short_dress   | very_long_hair   | white_bow   |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:-----------|:----------|:----------|:--------|:-------|:--------------|:------------|:--------|:--------------------|:-----------|:--------------------|:---------------|:----------------|:-----------|:---------------|:---------------|:--------------|:--------|:------------------|:--------------|:---------------------|:---------------|:--------|:------------|:----------|:----------------|:---------|:-------------------|:---------------|:---------|:---------------|:--------------------|:-----------------|:--------|:-------------------|:-------|:--------------|:-------------|:--------------------|:-------------------|:-----------|:--------------|:----------------|:----------------|:---------|:------------------|:-------------|:--------------|:--------------|:-----------------|:------------|
|   0 |         5 | ![](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       | X           | X         | X               | X        | X                  | X              |          |                |                     |                  |         |                    |        |               |              |                     |                    |            |               |                 |                 |          |                   |              |               |               |                  |             |
|   1 |        11 | ![](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                   | X                  |            |               |                 |                 |          |                   |              |               |               |                  |             |
|   2 |         7 | ![](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           |


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 noise/ノイズ/诺伊斯 (Nikke: Goddess of Victory)
====================================================


This is the dataset of noise/ノイズ/诺伊斯 (Nikke: Goddess of Victory), containing 45 images and their tags.


The core tags of this character are 'breasts, bangs, blue\_eyes, long\_hair, ponytail, black\_hair, large\_breasts, multicolored\_hair, dark\_skin, blonde\_hair, dark-skinned\_female, hair\_ornament, earrings', 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