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Dataset of kukuru (Granblue Fantasy)

This is the dataset of kukuru (Granblue Fantasy), containing 134 images and their tags.

The core tags of this character are blue_eyes, blonde_hair, long_hair, breasts, ribbon, twintails, hat, hair_ribbon, beret, medium_breasts, bangs, large_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(huggingface organization).

List of Packages

Name Images Size Download Type Description
raw 134 165.19 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 134 101.96 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 335 219.68 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 134 148.71 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 335 291.43 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/kukuru_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, solo, smile, looking_at_viewer, bare_shoulders, blush, open_mouth, belt, collarbone, skirt, cleavage, white_background
1 7 1girl, halloween, looking_at_viewer, solo, white_gloves, witch_hat, smile, bow, detached_sleeves, dress, jack-o'-lantern, open_mouth, pumpkin, broom, white_headwear, blush, boots, cape, cleavage, high_heels, skirt
2 8 1girl, blush, hetero, solo_focus, 1boy, nipples, penis, open_mouth, sex, vaginal, smile, sweat, blue_ribbon, collarbone, cum_in_pussy, mosaic_censoring, nude, one_eye_closed, spread_legs, tears

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo smile looking_at_viewer bare_shoulders blush open_mouth belt collarbone skirt cleavage white_background halloween white_gloves witch_hat bow detached_sleeves dress jack-o'-lantern pumpkin broom white_headwear boots cape high_heels hetero solo_focus 1boy nipples penis sex vaginal sweat blue_ribbon cum_in_pussy mosaic_censoring nude one_eye_closed spread_legs tears
0 23 X X X X X X X X X X X X
1 7 X X X X X X X X X X X X X X X X X X X X X
2 8 X X X X X X X X X X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/kukuru_granbluefantasy