CyberHarem/learne_fireemblem

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

# Dataset of learne (Fire Emblem)

This is the dataset of learne (Fire Emblem), containing 75 images and their tags.

The core tags of this character are `long_hair, blonde_hair, wings, green_eyes, angel_wings, feathered_wings, very_long_hair, breasts, white_wings`, 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 | 75 | 98.56 MiB | [Download](https://huggingface.co/datasets/CyberHarem/learne_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 75 | 55.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/learne_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 155 | 104.65 MiB | [Download](https://huggingface.co/datasets/CyberHarem/learne_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 75 | 85.38 MiB | [Download](https://huggingface.co/datasets/CyberHarem/learne_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 155 | 143.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/learne_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/learne_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 | 34 |  |  |  |  |  | 1girl, solo, white_dress, long_sleeves, smile, looking_at_viewer, collarbone, braid, bangs |
| 1 | 7 |  |  |  |  |  | 1girl, looking_at_viewer, solo, medium_breasts, navel, smile, nipples, angel, completely_nude, sitting |
| 2 | 8 |  |  |  |  |  | 1boy, 1girl, blush, hetero, nipples, sex, completely_nude, large_breasts, navel, medium_breasts, open_mouth, pussy, solo_focus, spread_legs, censored, collarbone, simple_background, straddling, vaginal, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | solo | white_dress | long_sleeves | smile | looking_at_viewer | collarbone | braid | bangs | medium_breasts | navel | nipples | angel | completely_nude | sitting | 1boy | blush | hetero | sex | large_breasts | open_mouth | pussy | solo_focus | spread_legs | censored | simple_background | straddling | vaginal | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------|:--------------|:---------------|:--------|:--------------------|:-------------|:--------|:--------|:-----------------|:--------|:----------|:--------|:------------------|:----------|:-------|:--------|:---------|:------|:----------------|:-------------|:--------|:-------------|:--------------|:-----------|:--------------------|:-------------|:----------|:-------------------|
| 0 | 34 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | |
| 1 | 7 |  |  |  |  |  | X | X | | | X | X | | | | X | X | X | X | X | X | | | | | | | | | | | | | | |
| 2 | 8 |  |  |  |  |  | X | | | | | | X | | | X | 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

数据集基本信息

• 名称: Dataset of learne (Fire Emblem)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 数据量: n<1K

数据集内容

• 图像数量: 75张
• 核心标签: long_hair, blonde_hair, wings, green_eyes, angel_wings, feathered_wings, very_long_hair, breasts, white_wings

数据集包列表

名称	图像数量	大小	类型	描述
raw	75	98.56 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	75	55.59 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	155	104.65 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	75	85.38 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	155	143.95 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	图像示例	标签
0	34		1girl, solo, white_dress, long_sleeves, smile, looking_at_viewer, collarbone, braid, bangs
1	7		1girl, looking_at_viewer, solo, medium_breasts, navel, smile, nipples, angel, completely_nude, sitting
2	8		1boy, 1girl, blush, hetero, nipples, sex, completely_nude, large_breasts, navel, medium_breasts, open_mouth, pussy, solo_focus, spread_legs, censored, collarbone, simple_background, straddling, vaginal, white_background

表格版本

#	样本数量	图像示例	1girl	solo	white_dress	long_sleeves	smile	looking_at_viewer	collarbone	braid	bangs	medium_breasts	navel	nipples	angel	completely_nude	sitting	1boy	blush	hetero	sex	large_breasts	open_mouth	pussy	solo_focus	spread_legs	censored	simple_background	straddling	vaginal	white_background
0	34		X	X	X	X	X	X	X	X	X
1	7		X	X			X	X				X	X	X	X	X	X
2	8		X						X			X	X	X		X		X	X	X	X	X	X	X	X	X	X	X	X	X	X