CyberHarem/emma_nikke

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

# Dataset of emma/エマ/艾玛/엠마 (Nikke: Goddess of Victory)

This is the dataset of emma/エマ/艾玛/엠마 (Nikke: Goddess of Victory), containing 63 images and their tags.

The core tags of this character are `long_hair, breasts, hat, bangs, large_breasts, yellow_eyes, beret, blonde_hair, brown_hair, huge_breasts, 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 | 63 | 101.62 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emma_nikke/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 63 | 51.25 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emma_nikke/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 153 | 107.17 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emma_nikke/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 63 | 85.82 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emma_nikke/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 153 | 162.94 MiB | [Download](https://huggingface.co/datasets/CyberHarem/emma_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/emma_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 | 28 |  |  |  |  |  | 1girl, solo, looking_at_viewer, smile, skirt, pantyhose, open_mouth, fingerless_gloves, green_eyes, black_headwear, long_sleeves, thighs, black_gloves, jewelry, shirt, blush, cleavage, necktie |
| 1 | 7 |  |  |  |  |  | christmas, looking_at_viewer, santa_hat, 1girl, bare_shoulders, cleavage, solo, white_thighhighs, red_dress, jewelry, open_mouth, santa_costume, fur_trim, holding, sitting, smile, thick_thighs |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | looking_at_viewer | smile | skirt | pantyhose | open_mouth | fingerless_gloves | green_eyes | black_headwear | long_sleeves | thighs | black_gloves | jewelry | shirt | blush | cleavage | necktie | christmas | santa_hat | bare_shoulders | white_thighhighs | red_dress | santa_costume | fur_trim | holding | sitting | thick_thighs |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------|:------------|:-------------|:--------------------|:-------------|:-----------------|:---------------|:---------|:---------------|:----------|:--------|:--------|:-----------|:----------|:------------|:------------|:-----------------|:-------------------|:------------|:----------------|:-----------|:----------|:----------|:---------------|
| 0 | 28 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of emma/エマ/艾玛/엠마 (Nikke: Goddess of Victory)
• 描述: 包含63张图片及其标签的数据集。
• 核心标签: long_hair, breasts, hat, bangs, large_breasts, yellow_eyes, beret, blonde_hair, brown_hair, huge_breasts, earrings
• 标签分类结果: 提供了标签的聚类结果，可能有助于挖掘某些服装。

数据集包列表

名称	图片数量	大小	类型	描述
raw	63	101.62 MiB	Waifuc-Raw	包含元信息的原始数据（最小边对齐到1400像素，如果更大）。
800	63	51.25 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	153	107.17 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	63	85.82 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	153	162.94 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	28						1girl, solo, looking_at_viewer, smile, skirt, pantyhose, open_mouth, fingerless_gloves, green_eyes, black_headwear, long_sleeves, thighs, black_gloves, jewelry, shirt, blush, cleavage, necktie
1	7						christmas, looking_at_viewer, santa_hat, 1girl, bare_shoulders, cleavage, solo, white_thighhighs, red_dress, jewelry, open_mouth, santa_costume, fur_trim, holding, sitting, smile, thick_thighs

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	smile	skirt	pantyhose	open_mouth	fingerless_gloves	green_eyes	black_headwear	long_sleeves	thighs	black_gloves	jewelry	shirt	blush	cleavage	necktie	christmas	santa_hat	bare_shoulders	white_thighhighs	red_dress	santa_costume	fur_trim	holding	sitting	thick_thighs
0	28						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	7						X	X	X	X			X							X			X		X	X	X	X	X	X	X	X	X	X