CyberHarem/shirasagi_chisato_bangdream

Dataset of shirasagi_chisato (BanG Dream!)

This is the dataset of shirasagi_chisato (BanG Dream!), containing 405 images and their tags.

The core tags of this character are blonde_hair, long_hair, bangs, purple_eyes, half_updo, ribbon, 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	405	480.42 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	405	302.02 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	939	612.88 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	405	434.28 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	939	832.06 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/shirasagi_chisato_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	9						2girls, blush, long_sleeves, hair_ribbon, white_ribbon, yuri, closed_eyes, open_mouth, purple_hair, skirt, smile, white_background
1	19						hanasakigawa_school_uniform, long_sleeves, sailor_dress, brown_dress, double-breasted, looking_at_viewer, 1girl, blush, neck_ribbon, red_ribbon, smile, solo, white_sailor_collar, collarbone, open_mouth, white_background
2	12						1girl, solo, smile, blush, looking_at_viewer, simple_background, white_background, shirt, short_sleeves, upper_body, character_name, flower, open_mouth, collarbone, happy_birthday, holding, necklace
3	10						1girl, looking_at_viewer, solo, white_shirt, floral_print, short_sleeves, smile, yellow_skirt, blush, print_skirt, necklace, collarbone, shoulder_cutout, star_(symbol), white_background, hair_between_eyes
4	15						smile, 1girl, looking_at_viewer, solo, blush, bow, white_gloves, hat, short_sleeves, yellow_dress, electric_guitar, frilled_dress, bass_guitar, hair_flower, holding, flower_earrings, frilled_sleeves, open_mouth
5	6						1girl, choker, frills, hair_ribbon, solo, yellow_dress, yellow_ribbon, bare_shoulders, blush, looking_at_viewer, white_ribbon, electric_guitar, holding_instrument, smile, bass_guitar, breasts, collarbone, strapless, white_thighhighs, yellow_bow
6	5						1girl, looking_at_viewer, smile, solo, upper_body, white_gloves, yellow_dress, blush, frills, hair_flower, one_eye_closed, petals
7	7						1girl, detached_collar, hair_ribbon, looking_at_viewer, smile, solo, blush, bowtie, hair_flower, pom_pom_(clothes), striped_ribbon, frilled_dress, yellow_ribbon, flower_earrings, upper_body, wrist_cuffs, yellow_dress, hand_up, plaid, purple_flower, white_ribbon
8	8						hair_flower, hair_ribbon, looking_at_viewer, ribbon_braid, 1girl, dress, food-themed_hair_ornament, hairband, solo, twin_braids, smile, alternate_hairstyle, short_sleeves, striped_ribbon, grapes, upper_body, white_gloves, blush, bow, center_frills, flower_earrings, hair_over_shoulder, white_background, white_flower
9	5						kimono, looking_at_viewer, obi, open_mouth, 1girl, :d, blush, braid, floral_print, hair_flower, solo, alternate_hairstyle, floral_background, long_sleeves, upper_body, from_behind, hair_up, looking_back, new_year, short_hair, sunflower
10	9						1girl, fairy_wings, hair_flower, smile, solo, head_wreath, looking_at_viewer, blush, flower_necklace, blue_dress, cross-laced_clothes, sleeveless, upper_body, white_background
11	13						1girl, solo, sweater, blush, long_sleeves, looking_at_viewer, white_shirt, collared_shirt, beret, hair_over_shoulder, red_headwear, simple_background, smile, single_braid, upper_body, white_background, brown_skirt, closed_mouth, hand_up, jewelry, plaid_skirt, pleated_skirt
12	5						1girl, blush, hetero, navel, nipples, open_mouth, penis, solo_focus, 1boy, collarbone, mosaic_censoring, simple_background, white_background, erection, handjob, medium_breasts, pink_eyes, pussy, shiny_skin, spread_legs, :o, brown_hair, completely_nude, cowgirl_position, hair_ribbon, looking_at_viewer, on_back, sex, sweat, vaginal
13	6						1girl, bracelet, collarbone, day, looking_at_viewer, outdoors, solo, cleavage, cloud, hair_flower, medium_breasts, necklace, smile, twintails, blue_sky, detached_sleeves, earrings, hair_ribbon, navel, sunflower, yellow_flower, beach, blue_ribbon, blush, choker, frills, midriff, ocean, open_mouth, print_bikini, see-through, sitting, straw_hat, water_drop, white_bikini
14	5						1boy, 1girl, bare_shoulders, blush, choker, hair_ribbon, hetero, mosaic_censoring, solo_focus, fellatio, grey_background, simple_background, upper_body, collarbone, erection, purple_background, sidelocks, sweat, yellow_ribbon, cropped_torso, detached_sleeves, disembodied_penis, from_side, half-closed_eyes, heart, looking_at_penis, medium_breasts, off-shoulder_dress, official_alternate_costume, open_mouth, profile, saliva, sketch, strapless_dress, tearing_up, tears, tongue_out, white_ribbon, yellow_bow

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	2girls	blush	long_sleeves	hair_ribbon	white_ribbon	yuri	closed_eyes	open_mouth	purple_hair	skirt	smile	white_background	hanasakigawa_school_uniform	sailor_dress	brown_dress	double-breasted	looking_at_viewer	1girl	neck_ribbon	red_ribbon	solo	white_sailor_collar	collarbone	simple_background	shirt	short_sleeves	upper_body	character_name	flower	happy_birthday	holding	necklace	white_shirt	floral_print	yellow_skirt	print_skirt	shoulder_cutout	star_(symbol)	hair_between_eyes	bow	white_gloves	hat	yellow_dress	electric_guitar	frilled_dress	bass_guitar	hair_flower	flower_earrings	frilled_sleeves	choker	frills	yellow_ribbon	bare_shoulders	holding_instrument	breasts	strapless	white_thighhighs	yellow_bow	one_eye_closed	petals	detached_collar	bowtie	pom_pom_(clothes)	striped_ribbon	wrist_cuffs	hand_up	plaid	purple_flower	ribbon_braid	dress	food-themed_hair_ornament	hairband	twin_braids	alternate_hairstyle	grapes	center_frills	hair_over_shoulder	white_flower	kimono	obi	:d	braid	floral_background	from_behind	hair_up	looking_back	new_year	short_hair	sunflower	fairy_wings	head_wreath	flower_necklace	blue_dress	cross-laced_clothes	sleeveless	sweater	collared_shirt	beret	red_headwear	single_braid	brown_skirt	closed_mouth	jewelry	plaid_skirt	pleated_skirt	hetero	navel	nipples	penis	solo_focus	1boy	mosaic_censoring	erection	handjob	medium_breasts	pink_eyes	pussy	shiny_skin	spread_legs	:o	brown_hair	completely_nude	cowgirl_position	on_back	sex	sweat	vaginal	bracelet	day	outdoors	cleavage	cloud	twintails	blue_sky	detached_sleeves	earrings	yellow_flower	beach	blue_ribbon	midriff	ocean	print_bikini	see-through	sitting	straw_hat	water_drop	white_bikini	fellatio	grey_background	purple_background	sidelocks	cropped_torso	disembodied_penis	from_side	half-closed_eyes	heart	looking_at_penis	off-shoulder_dress	official_alternate_costume	profile	saliva	sketch	strapless_dress	tearing_up	tears	tongue_out
0	9						X	X	X	X	X	X	X	X	X	X	X	X
1	19							X	X					X			X	X	X	X	X	X	X	X	X	X	X	X	X
2	12							X						X			X	X					X	X			X		X	X	X	X	X	X	X	X	X	X
3	10							X									X	X					X	X			X		X			X						X	X	X	X	X	X	X	X
4	15							X						X			X						X	X			X					X					X									X	X	X	X	X	X	X	X	X	X
5	6							X		X	X						X						X	X			X		X																				X	X		X				X	X	X	X	X	X	X	X	X
6	5							X									X						X	X			X						X														X		X				X				X								X	X
7	7							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	X	X	X	X	X	X
9	5							X	X					X									X	X			X						X							X													X																											X					X	X	X	X	X	X	X	X	X	X	X
10	9							X									X	X					X	X			X						X																				X																																											X	X	X	X	X	X
11	13							X	X								X	X					X	X			X			X			X						X																																	X											X																			X	X	X	X	X	X	X	X	X	X
12	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	X	X	X	X	X	X
13	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	X
14	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	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X