CyberHarem/noise_nikke

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

# 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | 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 |  |  |  |  |  | X | X | X | X | | | X | X | | X | | | X | | | | | | X | X | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | |
| 2 | 7 |  |  |  |  |  | X | | X | | | | X | | | X | X | | X | | | | X | | | | | | | | | | X | X | | | | X | | | | | | | | | X | X | X | X | X | X | X | X | X | X | X | X | X |

原始信息汇总

数据集概述

数据集基本信息

• 名称: Dataset of noise/ノイズ/诺伊斯 (Nikke: Goddess of Victory)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 包含图像数量: 45张
• 核心标签: breasts, bangs, blue_eyes, long_hair, ponytail, black_hair, large_breasts, multicolored_hair, dark_skin, blonde_hair, dark-skinned_female, hair_ornament, earrings

数据集包列表

名称	图像数量	大小	类型	描述
raw	45	106.15 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	45	46.00 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	118	102.52 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	45	84.70 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	118	169.72 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

标签聚类结果

原始文本版本

#	样本数量	图像示例	标签
0	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
1	11		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		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

表格版本

#	样本数量	图像示例	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		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		X	X	X	X			X	X		X			X						X	X			X									X	X	X	X	X	X	X	X	X	X	X
2	7		X		X				X			X	X		X				X										X	X				X									X	X	X	X	X	X	X	X	X	X	X	X	X