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Dataset of linaria (Granblue Fantasy)

This is the dataset of linaria (Granblue Fantasy), containing 23 images and their tags.

The core tags of this character are bow, hair_bow, pink_hair, bangs, purple_hair, hair_bun, red_bow, sidelocks, 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(huggingface organization).

List of Packages

Name Images Size Download Type Description
raw 23 20.43 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 23 15.65 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 39 26.64 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 23 20.16 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 39 33.23 MiB Download 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 loading. If you need this, just run the following code

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/linaria_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 23 1girl, open_mouth, smile, blush, solo, looking_at_viewer, heart, puffy_sleeves, skirt, short_sleeves, simple_background, white_background, flower

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl open_mouth smile blush solo looking_at_viewer heart puffy_sleeves skirt short_sleeves simple_background white_background flower
0 23 X X X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/linaria_granbluefantasy