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Dataset of esser (Granblue Fantasy)

This is the dataset of esser (Granblue Fantasy), containing 87 images and their tags.

The core tags of this character are long_hair, animal_ears, pink_hair, blue_eyes, braid, breasts, very_long_hair, ahoge, bangs, large_breasts, twin_braids, 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 87 96.52 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 87 59.29 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 181 115.47 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 87 86.27 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 181 161.45 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/esser_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 5 1girl, blush, erune, simple_background, solo, white_background, bare_shoulders, cleavage, collarbone, looking_at_viewer, hair_ornament, panties, see-through, thighs
1 12 1girl, erune, solo, makeup, ass, bare_shoulders, leotard, looking_at_viewer, cape, handgun, holding_gun

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl blush erune simple_background solo white_background bare_shoulders cleavage collarbone looking_at_viewer hair_ornament panties see-through thighs makeup ass leotard cape handgun holding_gun
0 5 X X X X X X X X X X X X X X
1 12 X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/esser_granbluefantasy