CyberHarem/claudia_granbluefantasy

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

# Dataset of claudia (Granblue Fantasy)

This is the dataset of claudia (Granblue Fantasy), containing 19 images and their tags.

The core tags of this character are `maid_headdress, black_hair, single_hair_bun, bangs, hair_bun, short_hair, blunt_bangs, braid, blue_eyes, 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 | 19 | 18.23 MiB | [Download](https://huggingface.co/datasets/CyberHarem/claudia_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 19 | 12.09 MiB | [Download](https://huggingface.co/datasets/CyberHarem/claudia_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 37 | 19.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/claudia_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 19 | 16.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/claudia_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 37 | 24.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/claudia_granbluefantasy/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/claudia_granbluefantasy',
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 | 19 |  |  |  |  |  | 1girl, looking_at_viewer, solo, dress, gauntlets, puffy_sleeves, frills, long_sleeves, maid_apron, backless_outfit, looking_back, simple_background, holding, white_background |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | looking_at_viewer | solo | dress | gauntlets | puffy_sleeves | frills | long_sleeves | maid_apron | backless_outfit | looking_back | simple_background | holding | white_background |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------------------|:-------|:--------|:------------|:----------------|:---------|:---------------|:-------------|:------------------|:---------------|:--------------------|:----------|:-------------------|
| 0 | 19 |  |  |  |  |  | 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 claudia (Granblue Fantasy)

数据集描述

该数据集包含19张关于角色Claudia（Granblue Fantasy）的图像及其标签。主要标签包括maid_headdress, black_hair, single_hair_bun, bangs, hair_bun, short_hair, blunt_bangs, braid, blue_eyes, breasts。

数据集大小

• 总图像数：19张
• 数据集大小：18.23 MiB

数据集包列表

名称	图像数	大小	类型	描述
raw	19	18.23 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	19	12.09 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	37	19.95 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	19	16.48 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	37	24.45 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

#	样本数	Img-1	Img-2	Img-3	Img-4	Img-5	标签
0	19	图像	图像	图像	图像	图像	1girl, looking_at_viewer, solo, dress, gauntlets, puffy_sleeves, frills, long_sleeves, maid_apron, backless_outfit, looking_back, simple_background, holding, white_background