Dataset of aoba_moca/青葉モカ/아오바모카 (BanG Dream!)

This is the dataset of aoba_moca/青葉モカ/아오바모카 (BanG Dream!), containing 416 images and their tags.

The core tags of this character are short_hair, grey_hair, bangs, blue_eyes, 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	416	450.80 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	416	278.46 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	919	571.52 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	416	402.91 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	919	792.34 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/aoba_moca_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	Tags
0	9	1girl, aqua_jacket, black_shorts, long_sleeves, short_shorts, solo, white_shirt, black_choker, drawstring, hood_down, hooded_jacket, blue_jacket, green_jacket, looking_at_viewer, padlock, collarbone, simple_background, white_background, blush, cowboy_shot, open_jacket, smile, green_eyes
1	7	1girl, black_shorts, hooded_jacket, long_sleeves, looking_at_viewer, solo, blush, drawstring, hood_down, hoodie, collarbone, green_eyes, grey_jacket, short_shorts, simple_background, sitting, white_background, white_shirt, smile, shadow
2	13	1girl, black_choker, black_jacket, hooded_jacket, looking_at_viewer, solo, blush, cleavage, long_sleeves, midriff, striped_shorts, crop_top, short_shorts, vertical_stripes, drawstring, collarbone, hood_up, medium_breasts, navel, open_clothes, hair_between_eyes, pendant, smile, chain_necklace, cowboy_shot, cross-laced_clothes, thigh_strap, white_background, hand_up, character_name, green_eyes, white_shirt
3	32	school_uniform, white_shirt, collared_shirt, blush, 1girl, solo, looking_at_viewer, plaid_skirt, pleated_skirt, striped_necktie, blazer, smile, grey_jacket, long_sleeves, open_mouth, simple_background, short_sleeves, green_eyes, sweater_vest
4	8	1girl, long_sleeves, simple_background, solo, white_background, beanie, black_shirt, collared_shirt, looking_at_viewer, blush, jacket, blue_headwear, open_mouth, black_headwear, cowboy_shot, grin, hand_up, pants, upper_body
5	11	hair_ribbon, plaid_shirt, 1girl, green_shirt, solo, collared_shirt, alternate_hairstyle, frills, looking_at_viewer, short_sleeves, blush, heart_earrings, open_mouth, overalls, arm_warmers, hairband, :d, blue_ribbon, short_twintails, shorts, upper_body, bow, holding, necklace
6	7	1girl, looking_at_viewer, midriff, smile, solo, belt, bowtie, navel, blush, chain, blue_bow, ghost_costume, hood_up, mismatched_legwear, open_mouth, polka_dot_legwear, crop_top, green_eyes, miniskirt, vertical-striped_thighhighs
7	6	1girl, blush, braid, christmas, looking_at_viewer, midriff, solo, black_gloves, fingerless_gloves, long_sleeves, navel, red_headwear, red_ribbon, smile, aqua_eyes, choker, cleavage, crop_top, medium_breasts, red_bowtie, star_earrings, stomach, striped, coat, collarbone, detached_sleeves, fur-trimmed_sleeves, garter_straps, holding_sack, mismatched_legwear, santa_hat, sidelocks, thighhighs, upper_body
8	9	black_gloves, long_sleeves, red_shirt, black_choker, black_headwear, looking_at_viewer, serafuku, 1girl, black_neckerchief, solo, star_(symbol), peaked_cap, plaid_skirt, smile, kneehighs, red_socks, sitting, aqua_eyes, black_sailor_collar, black_skirt, double-breasted, earrings, half_gloves, miniskirt, pleated_skirt, shoes

Table Version

#	Samples	1girl	aqua_jacket	black_shorts	long_sleeves	short_shorts	solo	white_shirt	black_choker	drawstring	hood_down	hooded_jacket	blue_jacket	green_jacket	looking_at_viewer	padlock	collarbone	simple_background	white_background	blush	cowboy_shot	open_jacket	smile	green_eyes	hoodie	grey_jacket	sitting	shadow	black_jacket	cleavage	midriff	striped_shorts	crop_top	vertical_stripes	hood_up	medium_breasts	navel	open_clothes	hair_between_eyes	pendant	chain_necklace	cross-laced_clothes	thigh_strap	hand_up	character_name	school_uniform	collared_shirt	plaid_skirt	pleated_skirt	striped_necktie	blazer	open_mouth	short_sleeves	sweater_vest	beanie	black_shirt	jacket	blue_headwear	black_headwear	grin	pants	upper_body	hair_ribbon	plaid_shirt	green_shirt	alternate_hairstyle	frills	heart_earrings	overalls	arm_warmers	hairband	:d	blue_ribbon	short_twintails	shorts	bow	holding	necklace	belt	bowtie	chain	blue_bow	ghost_costume	mismatched_legwear	polka_dot_legwear	miniskirt	vertical-striped_thighhighs	braid	christmas	black_gloves	fingerless_gloves	red_headwear	red_ribbon	aqua_eyes	choker	red_bowtie	star_earrings	stomach	striped	coat	detached_sleeves	fur-trimmed_sleeves	garter_straps	holding_sack	santa_hat	sidelocks	thighhighs	red_shirt	serafuku	black_neckerchief	star_(symbol)	peaked_cap	kneehighs	red_socks	black_sailor_collar	black_skirt	double-breasted	earrings	half_gloves	shoes
0	9	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
2	13	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	32	X			X		X	X							X			X		X			X	X		X																				X	X	X	X	X	X	X	X	X
4	8	X			X		X								X			X	X	X	X																							X			X					X			X	X	X	X	X	X	X	X
5	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
6	7	X					X								X					X			X	X							X		X		X		X															X																											X	X	X	X	X	X	X	X	X
7	6	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
8	9	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

Datasets:

CyberHarem
/

aoba_moca_bangdream