CyberHarem/dolla_nikke

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

# Dataset of dolla/ドラー/朵拉 (Nikke: Goddess of Victory)

This is the dataset of dolla/ドラー/朵拉 (Nikke: Goddess of Victory), containing 41 images and their tags.

The core tags of this character are `long_hair, purple_eyes, ponytail, breasts, bangs, earrings, purple_hair, large_breasts, ahoge, brown_hair`, 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 | 41 | 60.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 41 | 30.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 97 | 63.96 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 41 | 51.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_nikke/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 97 | 98.40 MiB | [Download](https://huggingface.co/datasets/CyberHarem/dolla_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/dolla_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 | 17 |  |  |  |  |  | 1girl, solo, white_shirt, black_gloves, long_sleeves, black_necktie, black_jacket, jewelry, looking_at_viewer, black_pants, collared_shirt, formal, holding, open_jacket, suit, blush, closed_mouth, black_choker, navel |
| 1 | 13 |  |  |  |  |  | 1girl, bare_shoulders, solo, black_gloves, looking_at_viewer, black_dress, thighs, halterneck, half_gloves, bracelet, cleavage, closed_mouth, hair_ornament, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_shirt | black_gloves | long_sleeves | black_necktie | black_jacket | jewelry | looking_at_viewer | black_pants | collared_shirt | formal | holding | open_jacket | suit | blush | closed_mouth | black_choker | navel | bare_shoulders | black_dress | thighs | halterneck | half_gloves | bracelet | cleavage | hair_ornament | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:---------------|:---------------|:----------------|:---------------|:----------|:--------------------|:--------------|:-----------------|:---------|:----------|:--------------|:-------|:--------|:---------------|:---------------|:--------|:-----------------|:--------------|:---------|:-------------|:--------------|:-----------|:-----------|:----------------|:-------------------|
| 0 | 17 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | |
| 1 | 13 |  |  |  |  |  | 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: dolla/ドラー/朵拉 (Nikke: Goddess of Victory)

数据集内容

• 描述: 包含41张图像及其标签。
• 核心标签: long_hair, purple_eyes, ponytail, breasts, bangs, earrings, purple_hair, large_breasts, ahoge, brown_hair

数据集来源

• 来源: 图像从多个网站爬取，如danbooru, pixiv, zerochan等。
• 爬取系统: 由DeepGHS Team提供技术支持。

数据集版本与下载

包名	图像数量	大小	下载链接	类型	描述
raw	41	60.92 MiB	下载	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）。
800	41	30.31 MiB	下载	IMG+TXT	短边不超过800像素的图像数据集。
stage3-p480-800	97	63.96 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。
1200	41	51.30 MiB	下载	IMG+TXT	短边不超过1200像素的图像数据集。
stage3-p480-1200	97	98.40 MiB	下载	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素。

数据集使用

• 加载工具: 使用waifuc加载原始数据集。
• 加载示例: 提供Python代码示例，用于下载和加载数据集。

标签聚类结果

• 示例: 提供两个版本的标签聚类结果展示，包括原始文本版本和表格版本。
• 标签示例: 包括1girl, solo, white_shirt, black_gloves等标签。

数据集许可

• 许可: MIT