CyberHarem/peony_fireemblem

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

# Dataset of peony (Fire Emblem)

This is the dataset of peony (Fire Emblem), containing 69 images and their tags.

The core tags of this character are `breasts, blonde_hair, wings, pointy_ears, hair_ornament, fairy_wings, purple_eyes, hair_flower, long_hair, multicolored_hair, large_breasts, bangs, gradient_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 | 69 | 94.12 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peony_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 69 | 57.86 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peony_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 172 | 121.97 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peony_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 69 | 85.35 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peony_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 172 | 162.21 MiB | [Download](https://huggingface.co/datasets/CyberHarem/peony_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/peony_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 | 9 |  |  |  |  |  | 1girl, bare_shoulders, dress, flower, solo, hairband, smile, looking_at_viewer, sleeveless, open_mouth, blush, cleavage, orange_hair, simple_background, thighhighs |
| 1 | 5 |  |  |  |  |  | 1girl, bare_shoulders, flower, gradient_clothes, open_mouth, short_dress, sleeveless, smile, solo, thighhighs, cleavage, floating_object, looking_at_viewer, medium_breasts, shiny_hair, thigh_boots, twintails, black_footwear, hairband, halterneck, headband, orange_hair, petals, shiny_skin, zettai_ryouiki, butterfly, company_name, copyright_name, full_body, jewelry, leaf |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | dress | flower | solo | hairband | smile | looking_at_viewer | sleeveless | open_mouth | blush | cleavage | orange_hair | simple_background | thighhighs | gradient_clothes | short_dress | floating_object | medium_breasts | shiny_hair | thigh_boots | twintails | black_footwear | halterneck | headband | petals | shiny_skin | zettai_ryouiki | butterfly | company_name | copyright_name | full_body | jewelry | leaf |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:---------|:-------|:-----------|:--------|:--------------------|:-------------|:-------------|:--------|:-----------|:--------------|:--------------------|:-------------|:-------------------|:--------------|:------------------|:-----------------|:-------------|:--------------|:------------|:-----------------|:-------------|:-----------|:---------|:-------------|:-----------------|:------------|:---------------|:-----------------|:------------|:----------|:-------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | X | X | | X | X | X | X | X | X | X | | X | X | | 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

牡丹（火焰纹章）数据集

数据集概述

该数据集包含69张牡丹（火焰纹章）的图像及其标签。主要标签包括：breasts, blonde_hair, wings, pointy_ears, hair_ornament, fairy_wings, purple_eyes, hair_flower, long_hair, multicolored_hair, large_breasts, bangs, gradient_hair。

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	69	94.12 MiB	Download	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	69	57.86 MiB	Download	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	172	121.97 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	69	85.35 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	172	162.21 MiB	Download	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	图像1	图像2	图像3	图像4	图像5	标签
0	9						1girl, bare_shoulders, dress, flower, solo, hairband, smile, looking_at_viewer, sleeveless, open_mouth, blush, cleavage, orange_hair, simple_background, thighhighs
1	5						1girl, bare_shoulders, flower, gradient_clothes, open_mouth, short_dress, sleeveless, smile, solo, thighhighs, cleavage, floating_object, looking_at_viewer, medium_breasts, shiny_hair, thigh_boots, twintails, black_footwear, hairband, halterneck, headband, orange_hair, petals, shiny_skin, zettai_ryouiki, butterfly, company_name, copyright_name, full_body, jewelry, leaf

表格版本

#	样本数	图像1	图像2	图像3	图像4	图像5	1girl	bare_shoulders	dress	flower	solo	hairband	smile	looking_at_viewer	sleeveless	open_mouth	blush	cleavage	orange_hair	simple_background	thighhighs	gradient_clothes	short_dress	floating_object	medium_breasts	shiny_hair	thigh_boots	twintails	black_footwear	halterneck	headband	petals	shiny_skin	zettai_ryouiki	butterfly	company_name	copyright_name	full_body	jewelry	leaf
0	9						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	5						X	X		X	X	X	X	X	X	X		X	X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X