Dataset of okusawa_misaki/奥沢美咲/오쿠사와미사키 (BanG Dream!)

This is the dataset of okusawa_misaki/奥沢美咲/오쿠사와미사키 (BanG Dream!), containing 374 images and their tags.

The core tags of this character are bangs, black_hair, hair_ornament, blue_eyes, hairclip, medium_hair, 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	374	396.42 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	374	233.97 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	842	510.87 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	374	351.76 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	842	720.28 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/okusawa_misaki_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	8	1girl, grey_hoodie, hood_down, long_sleeves, looking_at_viewer, solo, clothes_writing, drawstring, hair_ribbon, hairband, red_ribbon, upper_body, smile, blush, backpack, open_mouth, white_outline, white_background
1	14	1girl, hood_down, solo, long_sleeves, looking_at_viewer, baseball_cap, grey_hoodie, simple_background, blue_jacket, brown_hair, blush, clothes_writing, white_background, black_shorts, black_headwear, short_shorts, drawstring, holding, open_clothes, smile, upper_body
2	23	hanasakigawa_school_uniform, blush, red_ribbon, neck_ribbon, long_sleeves, sailor_dress, 1girl, smile, upper_body, white_background, solo, looking_at_viewer, brown_dress, simple_background, white_sailor_collar, 2girls, double-breasted, open_mouth
3	6	1girl, blush, solo, upper_body, white_background, looking_at_viewer, simple_background, collarbone, hat, open_mouth, sweatdrop, smile, sweater
4	5	1girl, black_tank_top, blush, looking_at_viewer, sweat, bare_shoulders, collarbone, medium_breasts, solo, white_background, bare_arms, cleavage, sitting, +_+, arm_up, blue_shorts, closed_mouth, hand_between_legs, shirt, short_shorts, simple_background
5	12	bear_hair_ornament, bowtie, character_hair_ornament, short_sleeves, white_gloves, blush, corset, balloon, hat_bow, hat_ribbon, open_mouth, 1girl, solo, striped_bow, :d, center_frills, confetti, earrings, looking_at_viewer, blue_bow, blue_headwear, jacket, neck_ribbon, skirt, thighhighs, top_hat, upper_body
6	8	2girls, upper_body, blush, simple_background, white_background, light_blue_hair, long_sleeves, clothes_writing, hat, solo_focus, striped, sweatdrop, sweater
7	8	1girl, cloud, day, looking_at_viewer, outdoors, cleavage, collarbone, solo, blue_sky, blush, medium_breasts, sidelocks, smile, navel, holding, ocean, open_clothes, short_shorts, standing, black_bikini, cowboy_shot, frilled_bikini, groin, open_mouth, upper_body, water_drop
8	8	1girl, epaulettes, shako_cap, solo, band_uniform, sleeveless, wrist_cuffs, looking_at_viewer, white_skirt, blush, open_mouth, smile, boots, red_footwear, thighhighs, adjusting_headwear, breasts, frills
9	11	1girl, obi, solo, hair_flower, looking_at_viewer, wide_sleeves, blue_kimono, blush, floral_print, long_sleeves, holding, smile, brown_hair, print_kimono, upper_body, yukata, closed_mouth, short_hair, fireworks, new_year, open_mouth
10	5	1boy, 1girl, blush, hetero, navel, nipples, solo_focus, open_mouth, sex, small_breasts, sweat, brown_hair, completely_nude, vaginal, armpits, cum, mosaic_censoring, penis, pov, pussy, shirt_lift, short_hair, standing, tank_top

Table Version

#	Samples	1girl	grey_hoodie	hood_down	long_sleeves	looking_at_viewer	solo	clothes_writing	drawstring	hair_ribbon	hairband	red_ribbon	upper_body	smile	blush	backpack	open_mouth	white_outline	white_background	baseball_cap	simple_background	blue_jacket	brown_hair	black_shorts	black_headwear	short_shorts	holding	open_clothes	hanasakigawa_school_uniform	neck_ribbon	sailor_dress	brown_dress	white_sailor_collar	2girls	double-breasted	collarbone	hat	sweatdrop	sweater	black_tank_top	sweat	bare_shoulders	medium_breasts	bare_arms	cleavage	sitting	+_+	arm_up	blue_shorts	closed_mouth	hand_between_legs	shirt	bear_hair_ornament	bowtie	character_hair_ornament	short_sleeves	white_gloves	corset	balloon	hat_bow	hat_ribbon	striped_bow	:d	center_frills	confetti	earrings	blue_bow	blue_headwear	jacket	skirt	thighhighs	top_hat	light_blue_hair	solo_focus	striped	cloud	day	outdoors	blue_sky	sidelocks	navel	ocean	standing	black_bikini	cowboy_shot	frilled_bikini	groin	water_drop	epaulettes	shako_cap	band_uniform	sleeveless	wrist_cuffs	white_skirt	boots	red_footwear	adjusting_headwear	breasts	frills	obi	hair_flower	wide_sleeves	blue_kimono	floral_print	print_kimono	yukata	short_hair	fireworks	new_year	1boy	hetero	nipples	sex	small_breasts	completely_nude	vaginal	armpits	cum	mosaic_censoring	penis	pov	pussy	shirt_lift	tank_top
0	8	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	14	X	X	X	X	X	X	X	X				X	X	X				X	X	X	X	X	X	X	X	X	X
2	23	X			X	X	X					X	X	X	X		X		X		X								X	X	X	X	X	X	X
3	6	X				X	X						X	X	X		X		X		X															X	X	X	X
4	5	X				X	X								X				X		X					X										X				X	X	X	X	X	X	X	X	X	X	X	X	X
5	12	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
6	8				X			X					X		X				X		X													X			X	X	X																																		X	X	X
7	8	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	8	X				X	X							X	X		X																																																						X																		X	X	X	X	X	X	X	X	X	X	X
9	11	X			X	X	X						X	X	X		X						X				X																							X																																																		X	X	X	X	X	X	X	X	X	X
10	5	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
/

okusawa_misaki_bangdream