CyberHarem/kubira_granbluefantasy

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

# Dataset of kubira (Granblue Fantasy)

This is the dataset of kubira (Granblue Fantasy), containing 306 images and their tags.

The core tags of this character are `dark_skin, blonde_hair, horns, long_hair, dark-skinned_female, pointy_ears, breasts, large_breasts, bangs, yellow_eyes, horn_ornament, multicolored_hair, pink_hair, brown_eyes, earrings`, 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 | 306 | 456.63 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kubira_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 306 | 260.48 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kubira_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 762 | 562.67 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kubira_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 306 | 401.88 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kubira_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 762 | 804.95 MiB | [Download](https://huggingface.co/datasets/CyberHarem/kubira_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/kubira_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 | 10 |  |  |  |  |  | 1boy, 1girl, blush, draph, hetero, looking_at_viewer, nipples, solo_focus, paizuri, smile, breasts_squeezed_together, open_mouth, penis, collarbone, cum_on_breasts, two-tone_hair, censored, hair_flower, horn_ribbon, jewelry |
| 1 | 44 |  |  |  |  |  | 1girl, draph, looking_at_viewer, solo, smile, black_bikini, official_alternate_costume, blush, cleavage, bare_shoulders, hair_flower, horn_ribbon, layered_bikini, navel, two-tone_hair, parted_bangs |
| 2 | 5 |  |  |  |  |  | 1girl, bare_shoulders, belt, black_shorts, cleavage, draph, fur_trim, looking_at_viewer, midriff, navel, off_shoulder, short_shorts, smile, solo, wide_sleeves, blush, collarbone, elbow_gloves, long_sleeves, necklace, open_mouth, thighs, white_gloves, white_thighhighs, gourd, jacket, parted_bangs, sidelocks, simple_background, white_background, cowboy_shot, swept_bangs |
| 3 | 5 |  |  |  |  |  | 1girl, draph, smile, solo, blush, coat, long_sleeves, ribbon, sweater, upper_body, boar, jewelry, looking_at_viewer, red_scarf, snow |
| 4 | 6 |  |  |  |  |  | 1boy, 1girl, draph, hetero, navel, nipples, sex, solo_focus, sweat, parted_bangs, penis, pussy, spread_legs, vaginal, bar_censor, bed_sheet, colored_inner_hair, completely_nude, female_pubic_hair, missionary, on_back, open_mouth, two-tone_hair, cum, horn_ribbon, nose_blush, on_bed |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1boy | 1girl | blush | draph | hetero | looking_at_viewer | nipples | solo_focus | paizuri | smile | breasts_squeezed_together | open_mouth | penis | collarbone | cum_on_breasts | two-tone_hair | censored | hair_flower | horn_ribbon | jewelry | solo | black_bikini | official_alternate_costume | cleavage | bare_shoulders | layered_bikini | navel | parted_bangs | belt | black_shorts | fur_trim | midriff | off_shoulder | short_shorts | wide_sleeves | elbow_gloves | long_sleeves | necklace | thighs | white_gloves | white_thighhighs | gourd | jacket | sidelocks | simple_background | white_background | cowboy_shot | swept_bangs | coat | ribbon | sweater | upper_body | boar | red_scarf | snow | sex | sweat | pussy | spread_legs | vaginal | bar_censor | bed_sheet | colored_inner_hair | completely_nude | female_pubic_hair | missionary | on_back | cum | nose_blush | on_bed |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:-------|:--------|:--------|:--------|:---------|:--------------------|:----------|:-------------|:----------|:--------|:----------------------------|:-------------|:--------|:-------------|:-----------------|:----------------|:-----------|:--------------|:--------------|:----------|:-------|:---------------|:-----------------------------|:-----------|:-----------------|:-----------------|:--------|:---------------|:-------|:---------------|:-----------|:----------|:---------------|:---------------|:---------------|:---------------|:---------------|:-----------|:---------|:---------------|:-------------------|:--------|:---------|:------------|:--------------------|:-------------------|:--------------|:--------------|:-------|:---------|:----------|:-------------|:-------|:------------|:-------|:------|:--------|:--------|:--------------|:----------|:-------------|:------------|:---------------------|:------------------|:--------------------|:-------------|:----------|:------|:-------------|:---------|
| 0 | 10 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 44 |  |  |  |  |  | | X | X | X | | X | | | | X | | | | | | X | | X | X | | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 2 | 5 |  |  |  |  |  | | 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 | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | |
| 3 | 5 |  |  |  |  |  | | X | X | X | | X | | | | X | | | | | | | | | | X | X | | | | | | | | | | | | | | | | X | | | | | | | | | | | | X | X | X | X | X | X | X | | | | | | | | | | | | | | | |
| 4 | 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 | X | X |

原始信息汇总

数据集概述

数据集名称

Dataset of kubira (Granblue Fantasy)

数据集描述

该数据集包含306张图片及其标签，主要角色标签包括dark_skin, blonde_hair, horns, long_hair, dark-skinned_female, pointy_ears, breasts, large_breasts, bangs, yellow_eyes, horn_ornament, multicolored_hair, pink_hair, brown_eyes, earrings。

数据集大小

• 图片数量：306张
• 总大小：456.63 MiB

数据集包列表

名称	图片数量	大小	类型	描述
raw	306	456.63 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	306	260.48 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	762	562.67 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	306	401.88 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	762	804.95 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	图片1	图片2	图片3	图片4	图片5	标签
0	10						1boy, 1girl, blush, draph, hetero, looking_at_viewer, nipples, solo_focus, paizuri, smile, breasts_squeezed_together, open_mouth, penis, collarbone, cum_on_breasts, two-tone_hair, censored, hair_flower, horn_ribbon, jewelry
1	44						1girl, draph, looking_at_viewer, solo, smile, black_bikini, official_alternate_costume, blush, cleavage, bare_shoulders, hair_flower, horn_ribbon, layered_bikini, navel, two-tone_hair, parted_bangs
2	5						1girl, bare_shoulders, belt, black_shorts, cleavage, draph, fur_trim, looking_at_viewer, midriff, navel, off_shoulder, short_shorts, smile, solo, wide_sleeves, blush, collarbone, elbow_gloves, long_sleeves, necklace, open_mouth, thighs, white_gloves, white_thighhighs, gourd, jacket, parted_bangs, sidelocks, simple_background, white_background, cowboy_shot, swept_bangs
3	5						1girl, draph, smile, solo, blush, coat, long_sleeves, ribbon, sweater, upper_body, boar, jewelry, looking_at_viewer, red_scarf, snow
4	6						1boy, 1girl, draph, hetero, navel, nipples, sex, solo_focus, sweat, parted_bangs, penis, pussy, spread_legs, vaginal, bar_censor, bed_sheet, colored_inner_hair, completely_nude, female_pubic_hair, missionary, on_back, open_mouth, two-tone_hair, cum, horn_ribbon, nose_blush, on_bed

表格版本

#	样本数	图片1	图片2	图片3	图片4	图片5	1boy	1girl	blush	draph	hetero	looking_at_viewer	nipples	solo_focus	paizuri	smile	breasts_squeezed_together	open_mouth	penis	collarbone	cum_on_breasts	two-tone_hair	censored	hair_flower	horn_ribbon	jewelry	solo	black_bikini	official_alternate_costume	cleavage	bare_shoulders	layered_bikini	navel	parted_bangs	belt	black_shorts	fur_trim	midriff	off_shoulder	short_shorts	wide_sleeves	elbow_gloves	long_sleeves	necklace	thighs	white_gloves	white_thighhighs	gourd	jacket	sidelocks	simple_background	white_background	cowboy_shot	swept_bangs	coat	ribbon	sweater	upper_body	boar	red_scarf	snow	sex	sweat	pussy	spread_legs	vaginal	bar_censor	bed_sheet	colored_inner_hair	completely_nude	female_pubic_hair	missionary	on_back	cum	nose_blush	on_bed
0	10						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	44							X	X	X		X				X						X		X	X		X	X	X	X	X	X	X	X
2	5							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	X	X	X	X	X	X	X
3	5							X	X	X		X				X										X	X																X												X	X	X	X	X	X	X
4	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	X	X