CyberHarem/vanessa_fireemblem

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

# Dataset of vanessa (Fire Emblem)

This is the dataset of vanessa (Fire Emblem), containing 40 images and their tags.

The core tags of this character are `green_hair, green_eyes, long_hair, braid`, 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 | 40 | 26.85 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanessa_fireemblem/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 40 | 21.92 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanessa_fireemblem/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 58 | 34.51 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanessa_fireemblem/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 40 | 26.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanessa_fireemblem/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 58 | 41.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/vanessa_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/vanessa_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 | 18 |  |  |  |  |  | 1girl, elbow_gloves, solo, thighhighs, breastplate, spear, fingerless_gloves, belt, dress, shoulder_armor, white_gloves, holding_weapon, open_mouth, zettai_ryouiki, pegasus_knight_uniform_(fire_emblem), thigh_boots |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | elbow_gloves | solo | thighhighs | breastplate | spear | fingerless_gloves | belt | dress | shoulder_armor | white_gloves | holding_weapon | open_mouth | zettai_ryouiki | pegasus_knight_uniform_(fire_emblem) | thigh_boots |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:-------|:-------------|:--------------|:--------|:--------------------|:-------|:--------|:-----------------|:---------------|:-----------------|:-------------|:-----------------|:---------------------------------------|:--------------|
| 0 | 18 |  |  |  |  |  | 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

数据集名称

Dataset of vanessa (Fire Emblem)

数据集描述

该数据集包含40张关于角色vanessa（来自Fire Emblem）的图像及其标签。主要标签包括green_hair, green_eyes, long_hair, braid。

数据集来源

图像从多个网站（如danbooru, pixiv, zerochan等）爬取，爬取系统由DeepGHS Team开发。

数据集包列表

名称	图像数量	大小	下载链接	类型	描述
raw	40	26.85 MiB	Download	Waifuc-Raw	包含元信息的原始数据（如果较大，最小边对齐到1400像素）。
800	40	21.92 MiB	Download	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	58	34.51 MiB	Download	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	40	26.30 MiB	Download	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	58	41.69 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

#	样本数量	图像1	图像2	图像3	图像4	图像5	标签
0	18						1girl, elbow_gloves, solo, thighhighs, breastplate, spear, fingerless_gloves, belt, dress, shoulder_armor, white_gloves, holding_weapon, open_mouth, zettai_ryouiki, pegasus_knight_uniform_(fire_emblem), thigh_boots

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	elbow_gloves	solo	thighhighs	breastplate	spear	fingerless_gloves	belt	dress	shoulder_armor	white_gloves	holding_weapon	open_mouth	zettai_ryouiki	pegasus_knight_uniform_(fire_emblem)	thigh_boots
0	18						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X