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Dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights)

This is the dataset of virtuosa/ヴィルトゥオーサ/塑心 (Arknights), containing 321 images and their tags.

The core tags of this character are black_hair, long_hair, blunt_bangs, sidelocks, straight_hair, halo, hime_cut, mole, mole_under_eye, black_halo, broken_halo, very_long_hair, dark_halo, black_eyes, wings, black_wings, pale_skin, detached_wings, energy_wings, breasts, colored_inner_hair, multicolored_hair, two-tone_hair, eyelashes, white_pupils, bright_pupils, medium_breasts, grey_hair, 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-others Images-head
raw 321 667.10 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger). -- --
stage3-p480-1200 818 1013.68 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels. 528 290

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/virtuosa_arknights',
    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, belt_buckle, black_ascot, black_belt, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, buttons, cello, closed_mouth, collared_jacket, cowboy_shot, dress_shirt, floating_hair, grey_shirt, hands_up, holding_instrument, holding_violin, light_smile, miniskirt, playing_instrument, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, antenna_hair, artist_name, belt_pouch, light_particles, lips, ahoge, backlighting, blurry, looking_at_viewer, musical_note, staff_(music), closed_eyes, facing_viewer, feet_out_of_frame, from_side, simple_background
1 8 1girl, belt_buckle, black_ascot, black_belt, black_footwear, black_garter_straps, black_gloves, black_skirt, black_thighhighs, bow_(music), bustier, cello, closed_mouth, collared_jacket, dress_shirt, full_body, grey_shirt, holding_instrument, holding_violin, miniskirt, pleated_skirt, short_over_long_sleeves, solo, standing, white_jacket, wide_sleeves, wing_collar, zettai_ryouiki, absurdly_long_hair, looking_at_viewer, simple_background, strappy_heels, buttons, light_smile, hands_up, white_background, belt_pouch, blush, chibi, high_heels, yellow_pupils, artist_name, shadow
2 7 1girl, black_ascot, black_gloves, bow_(music), cello, closed_mouth, collared_jacket, holding_instrument, holding_violin, light_smile, playing_instrument, short_over_long_sleeves, solo, strap, upper_body, white_jacket, wide_sleeves, wing_collar, blurry, looking_at_viewer, dress_shirt, floating_hair, from_side, hands_up, lips, looking_to_the_side, simple_background, white_background, backlighting, buttons, grey_shirt, hand_up, standing
3 16 1girl, collared_jacket, looking_at_viewer, simple_background, solo, upper_body, white_jacket, black_ascot, white_background, wide_sleeves, wing_collar, strap, closed_mouth, short_over_long_sleeves, light_smile, ahoge, black_gloves, from_side, hand_up, looking_to_the_side, lips, dress_shirt
4 10 1girl, collarbone, solo, closed_mouth, navel, stomach, looking_at_viewer, nude, simple_background, smile, white_background, hair_flowing_over, thighs, black_thighhighs, shadow, hair_censor, hair_over_breasts, lying, nipples, armpits, black_panties, cowboy_shot, groin, hair_spread_out, topless

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl belt_buckle black_ascot black_belt black_garter_straps black_gloves black_skirt black_thighhighs bow_(music) bustier buttons cello closed_mouth collared_jacket cowboy_shot dress_shirt floating_hair grey_shirt hands_up holding_instrument holding_violin light_smile miniskirt playing_instrument pleated_skirt short_over_long_sleeves solo standing white_jacket wide_sleeves wing_collar zettai_ryouiki antenna_hair artist_name belt_pouch light_particles lips ahoge backlighting blurry looking_at_viewer musical_note staff_(music) closed_eyes facing_viewer feet_out_of_frame from_side simple_background black_footwear full_body absurdly_long_hair strappy_heels white_background blush chibi high_heels yellow_pupils shadow strap upper_body looking_to_the_side hand_up collarbone navel stomach nude smile hair_flowing_over thighs hair_censor hair_over_breasts lying nipples armpits black_panties groin hair_spread_out topless
0 5 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
1 8 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
2 7 X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X X
3 16 X X X X X X X X X X X X X X X X X X X X X X
4 10 X X X 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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Models trained or fine-tuned on CyberHarem/virtuosa_arknights