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Tags:
art
Not-For-All-Audiences
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Dataset of Vertin/维尔汀/ヴェルティ (Reverse:1999)

This is the dataset of Vertin/维尔汀/ヴェルティ (Reverse:1999), containing 71 images and their tags.

The core tags of this character are grey_hair, hair_bun, grey_eyes, single_side_bun, hat, black_headwear, top_hat, short_hair, bow, hat_bow, blue_bow, 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 Images-head Images-others
raw 71 149.23 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger). -- --
stage3-p480-1200 182 244.96 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels. 76 106

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/vertin_reverse1999',
    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 14 1girl, solo, collared_shirt, upper_body, black_coat, white_shirt, white_ascot, closed_mouth, black_vest, jacket, looking_at_viewer, expressionless, simple_background
1 11 1girl, collared_shirt, long_sleeves, white_ascot, black_coat, closed_mouth, solo, white_shirt, black_pants, black_vest, looking_at_viewer, hand_up, outdoors, waistcoat, black_umbrella, holding_suitcase, open_coat
2 6 1girl, blue_brooch, coat, collared_shirt, long_sleeves, solo, white_headwear, blue_gloves, closed_mouth, feathers, hat_feather, black_gloves, blue_shirt, looking_at_viewer, upper_body, white_jacket, blue_ribbon, flower, holding, neck_ribbon, simple_background, single_hair_bun

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo collared_shirt upper_body black_coat white_shirt white_ascot closed_mouth black_vest jacket looking_at_viewer expressionless simple_background long_sleeves black_pants hand_up outdoors waistcoat black_umbrella holding_suitcase open_coat blue_brooch coat white_headwear blue_gloves feathers hat_feather black_gloves blue_shirt white_jacket blue_ribbon flower holding neck_ribbon single_hair_bun
0 14 X X X X X X X X X X X X X
1 11 X X X X X X X X X X X X X X X X X
2 6 X X X X X X X X X X X X X X X X X X X X X X
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