CyberHarem/volume_nikke

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

# Dataset of volume/ボリューム/沃纶姆/볼륨 (Nikke: Goddess of Victory)

This is the dataset of volume/ボリューム/沃纶姆/볼륨 (Nikke: Goddess of Victory), containing 130 images and their tags.

The core tags of this character are `long_hair, breasts, red_hair, large_breasts, bangs, sunglasses, eyewear_on_head, yellow_eyes`, 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 | 130 | 248.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/volume_nikke/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 130 | 121.89 MiB | [Download](https://huggingface.co/datasets/CyberHarem/volume_nikke/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 330 | 260.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/volume_nikke/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 130 | 211.73 MiB | [Download](https://huggingface.co/datasets/CyberHarem/volume_nikke/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 330 | 384.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/volume_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/volume_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 |  |  |  |  |  | 1girl, belt, black_bikini, open_jacket, red_jacket, solo, looking_at_viewer, thighs, bodystocking, long_sleeves, torn_clothes, sidelocks, sitting, smile, spread_legs, leather_jacket, cleavage, blush, thigh_strap, hair_between_eyes, chair, covered_navel, parted_lips, white_background, white_socks |
| 1 | 9 |  |  |  |  |  | 1girl, black_bikini, blush, cleavage, looking_at_viewer, open_jacket, red_jacket, solo, thighs, long_sleeves, navel, thigh_strap, smile, belt, hair_between_eyes, closed_mouth, collarbone, sidelocks, choker, highleg, official_alternate_costume, sitting |
| 2 | 5 |  |  |  |  |  | 1girl, ass, black_bikini, long_sleeves, looking_at_viewer, looking_back, red_jacket, solo, blush, open_jacket, squatting, torn_pantyhose, bodystocking, from_behind, orange_eyes, sidelocks, smile, thighs, white_background, black_footwear, brown_pantyhose, open_mouth, parted_lips, sideboob, simple_background, stage_lights, thigh_strap, thong |
| 3 | 6 |  |  |  |  |  | 1girl, ass, blush, long_sleeves, looking_at_viewer, looking_back, red_jacket, solo, thighs, from_behind, panties, thong, indoors, open_jacket, sideboob, smile, pantyhose, parted_lips |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | belt | black_bikini | open_jacket | red_jacket | solo | looking_at_viewer | thighs | bodystocking | long_sleeves | torn_clothes | sidelocks | sitting | smile | spread_legs | leather_jacket | cleavage | blush | thigh_strap | hair_between_eyes | chair | covered_navel | parted_lips | white_background | white_socks | navel | closed_mouth | collarbone | choker | highleg | official_alternate_costume | ass | looking_back | squatting | torn_pantyhose | from_behind | orange_eyes | black_footwear | brown_pantyhose | open_mouth | sideboob | simple_background | stage_lights | thong | panties | indoors | pantyhose |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:---------------|:--------------|:-------------|:-------|:--------------------|:---------|:---------------|:---------------|:---------------|:------------|:----------|:--------|:--------------|:-----------------|:-----------|:--------|:--------------|:--------------------|:--------|:----------------|:--------------|:-------------------|:--------------|:--------|:---------------|:-------------|:---------|:----------|:-----------------------------|:------|:---------------|:------------|:-----------------|:--------------|:--------------|:-----------------|:------------------|:-------------|:-----------|:--------------------|:---------------|:--------|:----------|:----------|:------------|
| 0 | 13 |  |  |  |  |  | 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 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | | X | | X | X | X | | | X | X | X | X | | | | | | X | X | X | X | X | X | | | | | | | | | | | | | | | | |
| 2 | 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 | | | |
| 3 | 6 |  |  |  |  |  | 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

数据集名称

• 名称: Dataset of volume/ボリューム/沃纶姆/볼륨 (Nikke: Goddess of Victory)
• 描述: 包含130张图像及其标签。

数据集内容

• 核心标签: long_hair, breasts, red_hair, large_breasts, bangs, sunglasses, eyewear_on_head, yellow_eyes
• 图像来源: 从多个网站爬取，如danbooru, pixiv, zerochan等。

数据集版本

名称	图像数量	大小	类型	描述
raw	130	248.92 MiB	Waifuc-Raw	原始数据，包含元信息，最小边对齐至1400像素（如果更大）。
800	130	121.89 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	330	260.84 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	130	211.73 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	330	384.45 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集加载

• 加载工具: 使用waifuc

• 加载代码示例: python import os import zipfile

  from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

  下载原始档案文件

  zip_file = hf_hub_download( repo_id=CyberHarem/volume_nikke, repo_type=dataset, filename=dataset-raw.zip, )

  提取文件至目录

  dataset_dir = dataset_dir os.makedirs(dataset_dir, exist_ok=True) with zipfile.ZipFile(zip_file, r) as zf: zf.extractall(dataset_dir)

  使用waifuc加载数据集

  source = LocalSource(dataset_dir) for item in source: print(item.image, item.meta[filename], item.meta[tags])

数据集标签集群

原始文本版本

#	样本数	标签
0	13	1girl, belt, black_bikini, open_jacket, red_jacket, solo, looking_at_viewer, thighs, bodystocking, long_sleeves, torn_clothes, sidelocks, sitting, smile, spread_legs, leather_jacket, cleavage, blush, thigh_strap, hair_between_eyes, chair, covered_navel, parted_lips, white_background, white_socks
1	9	1girl, black_bikini, blush, cleavage, looking_at_viewer, open_jacket, red_jacket, solo, thighs, long_sleeves, navel, thigh_strap, smile, belt, hair_between_eyes, closed_mouth, collarbone, sidelocks, choker, highleg, official_alternate_costume, sitting
2	5	1girl, ass, black_bikini, long_sleeves, looking_at_viewer, looking_back, red_jacket, solo, blush, open_jacket, squatting, torn_pantyhose, bodystocking, from_behind, orange_eyes, sidelocks, smile, thighs, white_background, black_footwear, brown_pantyhose, open_mouth, parted_lips, sideboob, simple_background, stage_lights, thigh_strap, thong
3	6	1girl, ass, blush, long_sleeves, looking_at_viewer, looking_back, red_jacket, solo, thighs, from_behind, panties, thong, indoors, open_jacket, sideboob, smile, pantyhose, parted_lips

表格版本

#	样本数	1girl	belt	black_bikini	open_jacket	red_jacket	solo	looking_at_viewer	thighs	bodystocking	long_sleeves	torn_clothes	sidelocks	sitting	smile	spread_legs	leather_jacket	cleavage	blush	thigh_strap	hair_between_eyes	chair	covered_navel	parted_lips	white_background	white_socks	navel	closed_mouth	collarbone	choker	highleg	official_alternate_costume	ass	looking_back	squatting	torn_pantyhose	from_behind	orange_eyes	black_footwear	brown_pantyhose	open_mouth	sideboob	simple_background	stage_lights	thong	panties	indoors	pantyhose