CyberHarem/elfie_fireemblem

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

# Dataset of elfie (Fire Emblem)

This is the dataset of elfie (Fire Emblem), containing 56 images and their tags.

The core tags of this character are `green_eyes, grey_hair, hair_bun, single_hair_bun, breasts, hair_between_eyes, 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 | 56 | 57.55 MiB | [Download](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 56 | 36.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 118 | 69.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 56 | 52.76 MiB | [Download](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 118 | 94.08 MiB | [Download](https://huggingface.co/datasets/CyberHarem/elfie_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/elfie_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 | 7 |  |  |  |  |  | 1girl, solo, simple_background, braid, looking_at_viewer, upper_body, smile, artist_name, breastplate, shoulder_armor, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | simple_background | braid | looking_at_viewer | upper_body | smile | artist_name | breastplate | shoulder_armor | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------------------|:-------------|:--------|:--------------|:--------------|:-----------------|:-------------------|
| 0 | 7 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X |

license: MIT协议
task_categories:
- 文本到图像（text-to-image）
tags:
- 艺术（art）
- 不适合全年龄段受众（not-for-all-audiences）
size_categories:
- 样本量少于1000

# 《火焰纹章》角色艾尔菲（elfie）数据集

本数据集收录《火焰纹章》角色艾尔菲的相关内容，包含56张图像及其对应标注标签。

该角色的核心特征标签为`green_eyes, grey_hair, hair_bun, single_hair_bun, breasts, hair_between_eyes, large_breasts`，本数据集已对上述标签进行裁剪处理。

图像资源从多个平台爬取获取（例如danbooru、pixiv、zerochan等），自动爬取系统由[DeepGHS团队](https://github.com/deepghs)（[Hugging Face机构](https://huggingface.co/deepghs)）开发维护。

## 数据集包列表

| 包名称 | 图像数量 | 体积 | 下载链接 | 数据类型 | 描述 |
|:-----------------|---------:|:----------|:------------------------------------------------------------------------------------------------------------------|:-----------|:---------------------------------------------------------------------|
| raw | 56 | 57.55 MiB | [下载](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | 包含元信息的原始数据（若图像短边大于1400像素，则对齐至1400像素）。 |
| 800 | 56 | 36.24 MiB | [下载](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | 短边尺寸不超过800像素的数据集。 |
| stage3-p480-800 | 118 | 69.67 MiB | [下载](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480x480像素。 |
| 1200 | 56 | 52.76 MiB | [下载](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | 短边尺寸不超过1200像素的数据集。 |
| stage3-p480-1200 | 118 | 94.08 MiB | [下载](https://huggingface.co/datasets/CyberHarem/elfie_fireemblem/resolve/main/dataset-stage3-p480-1200.zip) | IMG+TXT | 三级裁剪数据集，裁剪区域不小于480x480像素。 |

### 使用Waifuc加载原始数据集

我们提供了支持[Waifuc](https://deepghs.github.io/waifuc/main/tutorials/installation/index.html)加载的原始数据集（包含带标签的图像）。如需使用该功能，请运行以下代码：

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/elfie_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'])

## 聚类结果列表

本部分为标签聚类结果，可从中挖掘相关穿搭风格。

### 原始文本版本

| # | 样本数 | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 标签 |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------|
| 0 | 7 |  |  |  |  |  | 1girl, solo, simple_background, braid, looking_at_viewer, upper_body, smile, artist_name, breastplate, shoulder_armor, white_background |

### 表格版本

| # | 样本数 | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 单女性（1girl） | 单人（solo） | 简洁背景（simple_background） | 编发（braid） | 看向镜头（looking_at_viewer） | 上半身（upper_body） | 微笑（smile） | 作者署名（artist_name） | 胸甲（breastplate） | 肩甲（shoulder_armor） | 纯白背景（white_background） |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------------|:--------|:--------------------|:-------------|:--------|:--------------|:--------------|:-----------------|:-------------------|
| 0 | 7 |  |  |  |  |  | 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 elfie (Fire Emblem)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 56张
• 核心标签: green_eyes, grey_hair, hair_bun, single_hair_bun, breasts, hair_between_eyes, large_breasts

数据包列表

名称	图像数量	大小	类型	描述
raw	56	57.55 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	56	36.24 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	118	69.67 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	56	52.76 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	118	94.08 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。

集群列表

原始文本版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	7						1girl, solo, simple_background, braid, looking_at_viewer, upper_body, smile, artist_name, breastplate, shoulder_armor, white_background

表格版本

#	样本数量	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	solo	simple_background	braid	looking_at_viewer	upper_body	smile	artist_name	breastplate	shoulder_armor	white_background
0	7						X	X	X	X	X	X	X	X	X	X	X