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Dataset of almeida (Granblue Fantasy)

This is the dataset of almeida (Granblue Fantasy), containing 44 images and their tags.

The core tags of this character are horns, long_hair, pointy_ears, blonde_hair, breasts, dark_skin, dark-skinned_female, very_long_hair, earrings, large_breasts, blue_eyes, bangs, twintails, aqua_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(huggingface organization).

List of Packages

Name Images Size Download Type Description
raw 44 54.58 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 44 33.21 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 103 68.40 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 44 49.06 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 103 94.48 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/almeida_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 draph, 1girl, jewelry, cleavage, solo, looking_at_viewer, navel_piercing, blush, smile, black_bikini, simple_background, open_mouth, white_background, gloves, sweat

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 draph 1girl jewelry cleavage solo looking_at_viewer navel_piercing blush smile black_bikini simple_background open_mouth white_background gloves sweat
0 44 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/almeida_granbluefantasy