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Dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!)

This is the dataset of tenkuubashi_tomoka/天空橋朋花 (THE iDOLM@STER: Million Live!), containing 175 images and their tags.

The core tags of this character are brown_hair, brown_eyes, long_hair, hair_bun, single_hair_bun, bangs, breasts, sidelocks, 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 175 205.13 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 175 129.96 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 393 266.01 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 175 185.74 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 393 357.52 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/tenkuubashi_tomoka_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 8 1girl, smile, solo, heart, looking_at_viewer, fingerless_gloves, belt, hand_fan, open_mouth, sitting
1 5 1girl, looking_at_viewer, medium_breasts, simple_background, solo, white_background, blush, cleavage, collarbone, cowboy_shot, navel, bare_shoulders, babydoll, bikini, lingerie, panties, smile
2 14 1girl, solo, looking_at_viewer, bare_shoulders, rose, smile, red_eyes, black_dress, cleavage, feathered_wings, medium_breasts, black_gloves, blue_flower, feathers, hair_flower, open_mouth

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl smile solo heart looking_at_viewer fingerless_gloves belt hand_fan open_mouth sitting medium_breasts simple_background white_background blush cleavage collarbone cowboy_shot navel bare_shoulders babydoll bikini lingerie panties rose red_eyes black_dress feathered_wings black_gloves blue_flower feathers hair_flower
0 8 X X X X X X X X X X
1 5 X X X X X X X X X X X X X X X X X
2 14 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/tenkuubashi_tomoka_theidolmstermillionlive