CyberHarem/makira_granbluefantasy

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

# Dataset of makira/マキラ (Granblue Fantasy)

This is the dataset of makira/マキラ (Granblue Fantasy), containing 252 images and their tags.

The core tags of this character are `blonde_hair, long_hair, hair_ornament, animal_ears, red_eyes, bangs, very_long_hair`, 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 | 252 | 338.14 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makira_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 252 | 203.99 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makira_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 577 | 434.59 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makira_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 252 | 302.78 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makira_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 577 | 599.71 MiB | [Download](https://huggingface.co/datasets/CyberHarem/makira_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/makira_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 | 44 |  |  |  |  |  | 1girl, bandeau, detached_sleeves, solo, harvin, bare_shoulders, wide_sleeves, navel, looking_at_viewer, feathers, midriff, black_thighhighs, blush, collarbone, small_breasts, pelvic_curtain, sitting, chicken |
| 1 | 5 |  |  |  |  |  | 1girl, bandeau, bare_shoulders, detached_sleeves, feathers, harvin, looking_at_viewer, solo, wide_sleeves, chicken, simple_background, hair_beads, white_background, black_thighhighs, parted_lips |
| 2 | 5 |  |  |  |  |  | 1girl, bare_shoulders, blush, harvin, looking_at_viewer, simple_background, solo, white_background, collarbone, detached_sleeves, hair_beads, long_sleeves, parted_lips, wide_sleeves, :o, bandeau, chicken, earrings, upper_body, bracelet, dated, feather_hair_ornament, hands_up, holding_animal |
| 3 | 9 |  |  |  |  |  | 1girl, looking_at_viewer, solo, twin_braids, long_sleeves, smile, wings, red_ribbon, twintails, white_pantyhose, blush, harvin, red_footwear, shoes, star_(symbol), white_dress, candle, chicken, hat, pointy_ears, sitting |

### Table Version

| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | bandeau | detached_sleeves | solo | harvin | bare_shoulders | wide_sleeves | navel | looking_at_viewer | feathers | midriff | black_thighhighs | blush | collarbone | small_breasts | pelvic_curtain | sitting | chicken | simple_background | hair_beads | white_background | parted_lips | long_sleeves | :o | earrings | upper_body | bracelet | dated | feather_hair_ornament | hands_up | holding_animal | twin_braids | smile | wings | red_ribbon | twintails | white_pantyhose | red_footwear | shoes | star_(symbol) | white_dress | candle | hat | pointy_ears |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:----------|:-------------------|:-------|:---------|:-----------------|:---------------|:--------|:--------------------|:-----------|:----------|:-------------------|:--------|:-------------|:----------------|:-----------------|:----------|:----------|:--------------------|:-------------|:-------------------|:--------------|:---------------|:-----|:-----------|:-------------|:-----------|:--------|:------------------------|:-----------|:-----------------|:--------------|:--------|:--------|:-------------|:------------|:------------------|:---------------|:--------|:----------------|:--------------|:---------|:------|:--------------|
| 0 | 44 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | | | | | | | | | | | | | | |
| 1 | 5 |  |  |  |  |  | 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 | | | | | | | | | | | | | |
| 3 | 9 |  |  |  |  |  | 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

数据集信息

• 名称: Dataset of makira/マキラ (Granblue Fantasy)
• 任务类别: text-to-image
• 标签: art, not-for-all-audiences
• 大小类别: n<1K
• 描述: 包含252张图片及其标签，核心标签包括blonde_hair, long_hair, hair_ornament, animal_ears, red_eyes, bangs, very_long_hair。

数据集包列表

名称	图片数量	大小	类型	描述
raw	252	338.14 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	252	203.99 MiB	IMG+TXT	短边不超过800像素的数据集。
stage3-p480-800	577	434.59 MiB	IMG+TXT	3阶段裁剪数据集，区域不小于480x480像素。
1200	252	302.78 MiB	IMG+TXT	短边不超过1200像素的数据集。
stage3-p480-1200	577	599.71 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	图片示例	标签
0	44		1girl, bandeau, detached_sleeves, solo, harvin, bare_shoulders, wide_sleeves, navel, looking_at_viewer, feathers, midriff, black_thighhighs, blush, collarbone, small_breasts, pelvic_curtain, sitting, chicken
1	5		1girl, bandeau, bare_shoulders, detached_sleeves, feathers, harvin, looking_at_viewer, solo, wide_sleeves, chicken, simple_background, hair_beads, white_background, black_thighhighs, parted_lips
2	5		1girl, bare_shoulders, blush, harvin, looking_at_viewer, simple_background, solo, white_background, collarbone, detached_sleeves, hair_beads, long_sleeves, parted_lips, wide_sleeves, :o, bandeau, chicken, earrings, upper_body, bracelet, dated, feather_hair_ornament, hands_up, holding_animal
3	9		1girl, looking_at_viewer, solo, twin_braids, long_sleeves, smile, wings, red_ribbon, twintails, white_pantyhose, blush, harvin, red_footwear, shoes, star_(symbol), white_dress, candle, chicken, hat, pointy_ears, sitting

表格版本

#	样本数量	图片示例	1girl	bandeau	detached_sleeves	solo	harvin	bare_shoulders	wide_sleeves	navel	looking_at_viewer	feathers	midriff	black_thighhighs	blush	collarbone	small_breasts	pelvic_curtain	sitting	chicken	simple_background	hair_beads	white_background	parted_lips	long_sleeves	:o	earrings	upper_body	bracelet	dated	feather_hair_ornament	hands_up	holding_animal	twin_braids	smile	wings	red_ribbon	twintails	white_pantyhose	red_footwear	shoes	star_(symbol)	white_dress	candle	hat	pointy_ears
0	44		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X