CyberHarem/esser_granbluefantasy

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

# Dataset of esser (Granblue Fantasy)

This is the dataset of esser (Granblue Fantasy), containing 87 images and their tags.

The core tags of this character are `long_hair, animal_ears, pink_hair, blue_eyes, braid, breasts, very_long_hair, ahoge, bangs, large_breasts, twin_braids`, 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 | 87 | 96.52 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 87 | 59.29 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 181 | 115.47 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 87 | 86.27 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 181 | 161.45 MiB | [Download](https://huggingface.co/datasets/CyberHarem/esser_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/esser_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 | 5 |  |  |  |  |  | 1girl, blush, erune, simple_background, solo, white_background, bare_shoulders, cleavage, collarbone, looking_at_viewer, hair_ornament, panties, see-through, thighs |
| 1 | 12 |  |  |  |  |  | 1girl, erune, solo, makeup, ass, bare_shoulders, leotard, looking_at_viewer, cape, handgun, holding_gun |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | blush | erune | simple_background | solo | white_background | bare_shoulders | cleavage | collarbone | looking_at_viewer | hair_ornament | panties | see-through | thighs | makeup | ass | leotard | cape | handgun | holding_gun |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:--------|:--------|:--------------------|:-------|:-------------------|:-----------------|:-----------|:-------------|:--------------------|:----------------|:----------|:--------------|:---------|:---------|:------|:----------|:-------|:----------|:--------------|
| 0 | 5 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | |
| 1 | 12 |  |  |  |  |  | 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 esser (Granblue Fantasy)

数据集描述

该数据集包含87张图片及其标签，主要描述角色esser（Granblue Fantasy）。核心标签包括long_hair, animal_ears, pink_hair, blue_eyes, braid, breasts, very_long_hair, ahoge, bangs, large_breasts, twin_braids。

数据来源

图片从多个网站（如danbooru, pixiv, zerochan等）爬取，爬虫系统由DeepGHS Team开发。

数据集包列表

名称	图片数量	大小	类型	描述
raw	87	96.52 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	87	59.29 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	181	115.47 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	87	86.27 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	181	161.45 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

原始文本版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	标签
0	5						1girl, blush, erune, simple_background, solo, white_background, bare_shoulders, cleavage, collarbone, looking_at_viewer, hair_ornament, panties, see-through, thighs
1	12						1girl, erune, solo, makeup, ass, bare_shoulders, leotard, looking_at_viewer, cape, handgun, holding_gun

表格版本

#	样本数量	图片1	图片2	图片3	图片4	图片5	1girl	blush	erune	simple_background	solo	white_background	bare_shoulders	cleavage	collarbone	looking_at_viewer	hair_ornament	panties	see-through	thighs	makeup	ass	leotard	cape	handgun	holding_gun
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	12						X		X		X		X			X					X	X	X	X	X	X