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Dataset of hakozaki_serika/箱崎星梨花 (THE iDOLM@STER: Million Live!)

This is the dataset of hakozaki_serika/箱崎星梨花 (THE iDOLM@STER: Million Live!), containing 396 images and their tags.

The core tags of this character are brown_hair, twintails, long_hair, brown_eyes, ahoge, bangs, ribbon, hair_ribbon, bow, very_long_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
raw 396 441.38 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 396 276.09 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 915 562.10 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 396 399.00 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 915 767.69 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/hakozaki_serika_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 7 1girl, green_ribbon, looking_at_viewer, solo, :d, blush, open_mouth, sitting, white_background, green_dress, simple_background, short_sleeves
1 15 1girl, solo, :d, open_mouth, looking_at_viewer, dress
2 9 1girl, navel, solo, open_mouth, smile, white_bikini, blush, sailor_bikini, simple_background, white_background, looking_at_viewer, collarbone, small_breasts
3 5 1girl, detached_collar, playboy_bunny, rabbit_ears, wrist_cuffs, solo, black_leotard, fake_animal_ears, looking_at_viewer, bare_shoulders, black_bowtie, blush, rabbit_tail, simple_background, small_breasts, strapless_leotard, thighband_pantyhose

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl green_ribbon looking_at_viewer solo :d blush open_mouth sitting white_background green_dress simple_background short_sleeves dress navel smile white_bikini sailor_bikini collarbone small_breasts detached_collar playboy_bunny rabbit_ears wrist_cuffs black_leotard fake_animal_ears bare_shoulders black_bowtie rabbit_tail strapless_leotard thighband_pantyhose
0 7 X X X X X X X X X X X X
1 15 X X X X X X
2 9 X X X X X X X X X X X X X
3 5 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/hakozaki_serika_theidolmstermillionlive