CyberHarem/asahi_rokka_bangdream

Dataset of asahi_rokka/朝日六花 (BanG Dream!)

This is the dataset of asahi_rokka/朝日六花 (BanG Dream!), containing 88 images and their tags.

The core tags of this character are green_eyes, long_hair, bangs, blue_hair, hair_between_eyes, hair_ornament, 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	88	117.52 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	88	69.39 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	200	140.79 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	88	103.02 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	200	194.66 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/asahi_rokka_bangdream',
    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	11						1girl, solo, blazer, glasses, long_sleeves, school_uniform, black-framed_eyewear, collared_shirt, grey_jacket, looking_at_viewer, hair_over_shoulder, hair_scrunchie, white_shirt, blush, red_scrunchie, upper_body, green_necktie, plaid_skirt, pleated_skirt, star_(symbol), closed_mouth, diagonal-striped_necktie, diagonal_stripes, electric_guitar, eyewear_removed, green_skirt, holding_eyewear, holding_instrument, low_ponytail, simple_background, smile, socks, white_background
1	7						1girl, black-framed_eyewear, glasses, hair_over_shoulder, looking_at_viewer, solo, white_background, blush, hair_scrunchie, simple_background, red_scrunchie, standing, breasts, closed_mouth, collarbone, floral_print, low_ponytail, open_mouth, print_dress, shirt, smile
2	7						1girl, electric_guitar, holding_instrument, solo, looking_at_viewer, standing, blush, open_mouth, cowboy_shot, playing_instrument, :d, bare_shoulders, black_shirt, dress, long_sleeves, necklace, plectrum, skirt, thighhighs

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	solo	blazer	glasses	long_sleeves	school_uniform	black-framed_eyewear	collared_shirt	grey_jacket	looking_at_viewer	hair_over_shoulder	hair_scrunchie	white_shirt	blush	red_scrunchie	upper_body	green_necktie	plaid_skirt	pleated_skirt	star_(symbol)	closed_mouth	diagonal-striped_necktie	diagonal_stripes	electric_guitar	eyewear_removed	green_skirt	holding_eyewear	holding_instrument	low_ponytail	simple_background	smile	socks	white_background	standing	breasts	collarbone	floral_print	open_mouth	print_dress	shirt	cowboy_shot	playing_instrument	:d	bare_shoulders	black_shirt	dress	necklace	plectrum	skirt	thighhighs
0	11						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	7						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