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---
license: mit
task_categories:
- text-to-image
tags:
- art
- not-for-all-audiences
size_categories:
- n<1K
---
# Dataset of fraux (Granblue Fantasy)
This is the dataset of fraux (Granblue Fantasy), containing 117 images and their tags.
The core tags of this character are `animal_ears, long_hair, braid, breasts, twintails, bangs, braided_bangs, medium_breasts, swept_bangs, grey_hair, brown_eyes`, 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 | 117 | 176.69 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fraux_granbluefantasy/resolve/main/dataset-raw.zip) | Waifuc-Raw | Raw data with meta information (min edge aligned to 1400 if larger). |
| 800 | 117 | 102.43 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fraux_granbluefantasy/resolve/main/dataset-800.zip) | IMG+TXT | dataset with the shorter side not exceeding 800 pixels. |
| stage3-p480-800 | 300 | 224.01 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fraux_granbluefantasy/resolve/main/dataset-stage3-p480-800.zip) | IMG+TXT | 3-stage cropped dataset with the area not less than 480x480 pixels. |
| 1200 | 117 | 162.05 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fraux_granbluefantasy/resolve/main/dataset-1200.zip) | IMG+TXT | dataset with the shorter side not exceeding 1200 pixels. |
| stage3-p480-1200 | 300 | 315.31 MiB | [Download](https://huggingface.co/datasets/CyberHarem/fraux_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/fraux_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 | 9 |  |  |  |  |  | 1girl, collarbone, erune, looking_at_viewer, smile, solo, cleavage, blush, closed_mouth, upper_body, simple_background, white_background, bare_shoulders, choker |
| 1 | 10 |  |  |  |  |  | 1girl, erune, looking_at_viewer, solo, cleavage, smile, black_thighhighs, blush, open_robe, black_leotard, closed_mouth, collarbone, bare_shoulders, long_sleeves, simple_background, thighs, hooded_robe, off_shoulder, open_coat, white_background, wide_sleeves, choker |
| 2 | 5 |  |  |  |  |  | 1girl, erune, hooded_robe, looking_at_viewer, open_mouth, solo, :d, open_robe, bare_shoulders, black_leotard, blush, cleavage, thighs, ass, black_thighhighs, collarbone, long_sleeves, red_eyes, white_background |
### Table Version
| # | Samples | Img-1 | Img-2 | Img-3 | Img-4 | Img-5 | 1girl | collarbone | erune | looking_at_viewer | smile | solo | cleavage | blush | closed_mouth | upper_body | simple_background | white_background | bare_shoulders | choker | black_thighhighs | open_robe | black_leotard | long_sleeves | thighs | hooded_robe | off_shoulder | open_coat | wide_sleeves | open_mouth | :d | ass | red_eyes |
|----:|----------:|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------------------------------|:--------|:-------------|:--------|:--------------------|:--------|:-------|:-----------|:--------|:---------------|:-------------|:--------------------|:-------------------|:-----------------|:---------|:-------------------|:------------|:----------------|:---------------|:---------|:--------------|:---------------|:------------|:---------------|:-------------|:-----|:------|:-----------|
| 0 | 9 |  |  |  |  |  | X | X | X | X | X | X | X | X | X | X | X | X | X | X | | | | | | | | | | | | | |
| 1 | 10 |  |  |  |  |  | X | X | X | X | X | X | 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 |
|