CyberHarem/kleine_fireemblem

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

# Dataset of kleine (Fire Emblem)

This is the dataset of kleine (Fire Emblem), containing 29 images and their tags.

The core tags of this character are `blonde_hair, long_hair, blue_eyes, breasts, bangs, 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 | 29 | 36.81 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kleine_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 29 | 23.16 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kleine_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 71 | 47.75 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kleine_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 29 | 34.07 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kleine_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 71 | 63.70 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kleine_fireemblem/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/kleine_fireemblem',
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 | 29 |  |  |  |  |  | 1girl, solo, armor, looking_at_viewer, skirt, thighhighs, fingerless_gloves, simple_background, bow_(weapon), elbow_gloves, holding, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | armor | looking_at_viewer | skirt | thighhighs | fingerless_gloves | simple_background | bow_(weapon) | elbow_gloves | holding | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------|:--------------------|:--------|:-------------|:--------------------|:--------------------|:---------------|:---------------|:----------|:-------------------|
| 0 | 29 |  |  |  |  |  | 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 kleine (Fire Emblem)

数据集描述

该数据集包含29张图片及其标签，主题为kleine（火焰纹章）。核心标签包括blonde_hair, long_hair, blue_eyes, breasts, bangs, large_breasts。

数据集大小

• 图片数量：29张
• 数据集大小：36.81 MiB（原始数据）

数据集下载链接

• 原始数据
• 800像素版本
• stage3-p480-800版本
• 1200像素版本
• stage3-p480-1200版本

数据集标签

• 1girl, solo, armor, looking_at_viewer, skirt, thighhighs, fingerless_gloves, simple_background, bow_(weapon), elbow_gloves, holding, white_background

数据集加载

提供原始数据集（包括带标签的图片）用于waifuc加载。加载代码如下：

python import os import zipfile

from huggingface_hub import hf_hub_download from waifuc.source import LocalSource

下载原始归档文件

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

提取文件到指定目录

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])

标签聚类结果

原始文本版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	Tags
0	29						1girl, solo, armor, looking_at_viewer, skirt, thighhighs, fingerless_gloves, simple_background, bow_(weapon), elbow_gloves, holding, white_background

表格版本

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	solo	armor	looking_at_viewer	skirt	thighhighs	fingerless_gloves	simple_background	bow_(weapon)	elbow_gloves	holding	white_background
0	29						X	X	X	X	X	X	X	X	X	X	X	X