CyberHarem/milk_nikke

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

# Dataset of milk/ミルク/米尔克/밀크 (Nikke: Goddess of Victory)

This is the dataset of milk/ミルク/米尔克/밀크 (Nikke: Goddess of Victory), containing 16 images and their tags.

The core tags of this character are `black_hair, yellow_eyes, short_hair, breasts, bangs, hat, black_headwear, large_breasts`, 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 | 16 | 20.53 MiB | [Download](https://huggingface.co/datasets/CyberHarem/milk_nikke/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 16 | 10.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/milk_nikke/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 37 | 22.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/milk_nikke/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 16 | 17.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/milk_nikke/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 37 | 33.39 MiB | [Download](https://huggingface.co/datasets/CyberHarem/milk_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/milk_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 |  |  |  |  |  | 1girl, solo, looking_at_viewer, fingerless_gloves, navel, black_gloves, bare_shoulders, midriff, see-through, simple_background, white_background, closed_mouth, crop_top, shirt, stomach |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | fingerless_gloves | navel | black_gloves | bare_shoulders | midriff | see-through | simple_background | white_background | closed_mouth | crop_top | shirt | stomach |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------------------|:--------|:---------------|:-----------------|:----------|:--------------|:--------------------|:-------------------|:---------------|:-----------|:--------|:----------|
| 0 | 16 |  |  |  |  |  | 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

Dataset of milk/ミルク/米尔克/밀크 (Nikke: Goddess of Victory)

数据集描述

该数据集包含16张图片及其标签，主要描述角色milk/ミルク/米尔克/밀크 (Nikke: Goddess of Victory)。核心标签包括black_hair, yellow_eyes, short_hair, breasts, bangs, hat, black_headwear, large_breasts。

数据集大小

• 图片数量：16张
• 数据集大小：20.53 MiB

数据集包列表

名称	图片数量	大小	类型	描述
raw	16	20.53 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	16	10.55 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	37	22.81 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	16	17.45 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	37	33.39 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	图片1	图片2	图片3	图片4	图片5	标签
0	16						1girl, solo, looking_at_viewer, fingerless_gloves, navel, black_gloves, bare_shoulders, midriff, see-through, simple_background, white_background, closed_mouth, crop_top, shirt, stomach

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	solo	looking_at_viewer	fingerless_gloves	navel	black_gloves	bare_shoulders	midriff	see-through	simple_background	white_background	closed_mouth	crop_top	shirt	stomach
0	16						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X