CyberHarem/habetrot_fgo

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

# Dataset of habetrot/ハベトロット/哈贝特洛特 (Fate/Grand Order)

This is the dataset of habetrot/ハベトロット/哈贝特洛特 (Fate/Grand Order), containing 81 images and their tags.

The core tags of this character are `pink_hair, hat, long_hair, pointy_ears, pink_headwear, red_eyes, button_eyes, pink_eyes`, 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 | 81 | 82.06 MiB | [Download](https://huggingface.co/datasets/CyberHarem/habetrot_fgo/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 1200 | 81 | 74.84 MiB | [Download](https://huggingface.co/datasets/CyberHarem/habetrot_fgo/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 164 | 135.24 MiB | [Download](https://huggingface.co/datasets/CyberHarem/habetrot_fgo/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/habetrot_fgo',
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 | 81 |  |  |  |  |  | 1girl, long_sleeves, smile, hood, solo, open_mouth, blush, baggy_pants, looking_at_viewer, satchel, baggy_clothes, pink_coat, pink_jacket |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | long_sleeves | smile | hood | solo | open_mouth | blush | baggy_pants | looking_at_viewer | satchel | baggy_clothes | pink_coat | pink_jacket |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:---------------|:--------|:-------|:-------|:-------------|:--------|:--------------|:--------------------|:----------|:----------------|:------------|:--------------|
| 0 | 81 |  |  |  |  |  | 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

• habetrot/ハベトロット/哈贝特洛特 (Fate/Grand Order)

数据集内容

• 图像数量：81张
• 图像来源：多个网站，如danbooru, pixiv, zerochan等
• 核心标签：pink_hair, hat, long_hair, pointy_ears, pink_headwear, red_eyes, button_eyes, pink_eyes

数据集版本

名称	图像数量	大小	类型	描述
raw	81	82.06 MiB	Waifuc-Raw	包含元信息的原始数据，最小边对齐至1400像素（如果更大）
1200	81	74.84 MiB	IMG+TXT	短边不超过1200像素的数据集
stage3-p480-1200	164	135.24 MiB	IMG+TXT	三阶段裁剪数据集，区域不小于480x480像素

数据集使用

• 加载方式：支持通过waifuc加载原始数据集

标签聚类结果

#	样本数	标签（部分）
0	81	1girl, long_sleeves, smile, hood, solo, open_mouth, blush, baggy_pants, ...