CyberHarem/korwa_granbluefantasy

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

# Dataset of korwa/コルワ (Granblue Fantasy)

This is the dataset of korwa/コルワ (Granblue Fantasy), containing 282 images and their tags.

The core tags of this character are `long_hair, animal_ears, bangs, breasts, blue_eyes, blunt_bangs, hair_ornament, large_breasts, medium_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 | 282 | 349.00 MiB | [Download](https://huggingface.co/datasets/CyberHarem/korwa_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 282 | 220.37 MiB | [Download](https://huggingface.co/datasets/CyberHarem/korwa_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 654 | 444.49 MiB | [Download](https://huggingface.co/datasets/CyberHarem/korwa_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 282 | 317.46 MiB | [Download](https://huggingface.co/datasets/CyberHarem/korwa_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 654 | 588.30 MiB | [Download](https://huggingface.co/datasets/CyberHarem/korwa_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/korwa_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, bare_shoulders, dress, elbow_gloves, erune, solo, looking_at_viewer, mismatched_legwear, thighhighs, smile, quill, white_gloves, white_background, simple_background, blush, cat_ears, sitting, open_mouth |
| 1 | 6 |  |  |  |  |  | 1girl, black_jacket, erune, looking_at_viewer, open_jacket, ribbed_dress, smile, solo, thighhighs, belt, long_sleeves, mismatched_legwear, quill, simple_background, white_background, blush, parted_lips, school_uniform, crossed_legs, feathers, full_body, grey_eyes, holding, sitting, skirt |
| 2 | 14 |  |  |  |  |  | 1girl, bare_shoulders, erune, official_alternate_costume, smile, solo, cleavage, looking_at_viewer, simple_background, hair_flower, parted_lips, white_background, white_bikini, navel, blush, collarbone, very_long_hair, bracelet |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bare_shoulders | dress | elbow_gloves | erune | solo | looking_at_viewer | mismatched_legwear | thighhighs | smile | quill | white_gloves | white_background | simple_background | blush | cat_ears | sitting | open_mouth | black_jacket | open_jacket | ribbed_dress | belt | long_sleeves | parted_lips | school_uniform | crossed_legs | feathers | full_body | grey_eyes | holding | skirt | official_alternate_costume | cleavage | hair_flower | white_bikini | navel | collarbone | very_long_hair | bracelet |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-----------------|:--------|:---------------|:--------|:-------|:--------------------|:---------------------|:-------------|:--------|:--------|:---------------|:-------------------|:--------------------|:--------|:-----------|:----------|:-------------|:---------------|:--------------|:---------------|:-------|:---------------|:--------------|:-----------------|:---------------|:-----------|:------------|:------------|:----------|:--------|:-----------------------------|:-----------|:--------------|:---------------|:--------|:-------------|:-----------------|:-----------|
| 0 | 19 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | |
| 1 | 6 |  |  |  |  |  | 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 | | | | | | | | |
| 2 | 14 |  |  |  |  |  | X | X | | | 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

数据集基本信息

• 名称: Dataset of korwa/コルワ (Granblue Fantasy)
• 许可证: MIT
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K

数据集内容

• 图像数量: 282张
• 核心标签: long_hair, animal_ears, bangs, breasts, blue_eyes, blunt_bangs, hair_ornament, large_breasts, medium_breasts

数据集包列表

名称	图像数量	大小	类型	描述
raw	282	349.00 MiB	Waifuc-Raw	原始数据，包含元信息（最小边对齐到1400像素，如果更大）。
800	282	220.37 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	654	444.49 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	282	317.46 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	654	588.30 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	图像1	图像2	图像3	图像4	图像5	标签
0	19						1girl, bare_shoulders, dress, elbow_gloves, erune, solo, looking_at_viewer, mismatched_legwear, thighhighs, smile, quill, white_gloves, white_background, simple_background, blush, cat_ears, sitting, open_mouth
1	6						1girl, black_jacket, erune, looking_at_viewer, open_jacket, ribbed_dress, smile, solo, thighhighs, belt, long_sleeves, mismatched_legwear, quill, simple_background, white_background, blush, parted_lips, school_uniform, crossed_legs, feathers, full_body, grey_eyes, holding, sitting, skirt
2	14						1girl, bare_shoulders, erune, official_alternate_costume, smile, solo, cleavage, looking_at_viewer, simple_background, hair_flower, parted_lips, white_background, white_bikini, navel, blush, collarbone, very_long_hair, bracelet

表格版本

#	样本数量	图像1	图像2	图像3	图像4	图像5	1girl	bare_shoulders	dress	elbow_gloves	erune	solo	looking_at_viewer	mismatched_legwear	thighhighs	smile	quill	white_gloves	white_background	simple_background	blush	cat_ears	sitting	open_mouth	black_jacket	open_jacket	ribbed_dress	belt	long_sleeves	parted_lips	school_uniform	crossed_legs	feathers	full_body	grey_eyes	holding	skirt	official_alternate_costume	cleavage	hair_flower	white_bikini	navel	collarbone	very_long_hair	bracelet
0	19						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	6						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
2	14						X	X			X	X	X			X			X	X	X									X								X	X	X	X	X	X	X	X