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Dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!)

This is the dataset of tokugawa_matsuri/徳川まつり (THE iDOLM@STER: Million Live!), containing 322 images and their tags.

The core tags of this character are green_hair, brown_eyes, bangs, parted_bangs, curly_hair, ribbon, bow, breasts, hairband, medium_hair, hair_ribbon, 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 322 339.03 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 322 217.68 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 708 439.55 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 322 311.66 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 708 591.47 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/tokugawa_matsuri_theidolmstermillionlive',
    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 open_mouth, puffy_short_sleeves, 1girl, blush, looking_at_viewer, solo, smile, aqua_hair, simple_background, white_background, white_gloves, ;d, blue_dress, hair_bow, one_eye_closed, earrings, frilled_dress, star_(symbol), bracelet, polka_dot, short_hair
1 19 1girl, solo, looking_at_viewer, puffy_short_sleeves, polka_dot_ribbon, choker, blush, polka_dot_bow, white_background, simple_background, hair_bow, red_dress, white_shirt, open_mouth, frills, red_hairband, aqua_hair, heart, smile
2 9 1girl, dress, looking_at_viewer, open_mouth, solo, :o, choker, smile
3 6 1girl, blush, collared_shirt, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_shirt, red_bowtie, school_uniform, sweater_vest, :o, blue_vest, long_sleeves, polka_dot_ribbon, upper_body, aqua_hair, red_ribbon
4 15 1girl, blush, cleavage, looking_at_viewer, solo, medium_breasts, smile, navel, open_mouth, red_bikini, frilled_bikini, bare_shoulders, collarbone, simple_background, aqua_hair, polka_dot, white_background
5 7 1girl, fake_animal_ears, playboy_bunny, rabbit_ears, solo, cleavage, looking_at_viewer, blush, detached_collar, large_breasts, strapless_leotard, wrist_cuffs, bare_shoulders, bowtie, fishnet_pantyhose, medium_breasts, open_mouth, simple_background, white_background, black_leotard, covered_navel, rabbit_tail, smile
6 6 aiguillette, aqua_hair, epaulettes, long_sleeves, white_ascot, blue_jacket, short_hair, upper_body, white_background, frilled_sleeves, hair_between_eyes, looking_at_viewer, multiple_girls, open_mouth, orange_eyes, solo_focus, 1girl, black_gloves, blush, border

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 open_mouth puffy_short_sleeves 1girl blush looking_at_viewer solo smile aqua_hair simple_background white_background white_gloves ;d blue_dress hair_bow one_eye_closed earrings frilled_dress star_(symbol) bracelet polka_dot short_hair polka_dot_ribbon choker polka_dot_bow red_dress white_shirt frills red_hairband heart dress :o collared_shirt red_bowtie school_uniform sweater_vest blue_vest long_sleeves upper_body red_ribbon cleavage medium_breasts navel red_bikini frilled_bikini bare_shoulders collarbone fake_animal_ears playboy_bunny rabbit_ears detached_collar large_breasts strapless_leotard wrist_cuffs bowtie fishnet_pantyhose black_leotard covered_navel rabbit_tail aiguillette epaulettes white_ascot blue_jacket frilled_sleeves hair_between_eyes multiple_girls orange_eyes solo_focus black_gloves border
0 14 X X X X X X X X X X X X X X X X X X X X X
1 19 X X X X X X X X X X X X X X X X X X X
2 9 X X X X X X X X
3 6 X X X X X X X X X X X X X X X X X X X
4 15 X X X X X X X X X X X X X X X X X
5 7 X X X X X X X X X X X X X X X X X X X X X X X
6 6 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/tokugawa_matsuri_theidolmstermillionlive