Dataset of imai_lisa/今井リサ (BanG Dream!)

This is the dataset of imai_lisa/今井リサ (BanG Dream!), containing 500 images and their tags.

The core tags of this character are brown_hair, long_hair, bangs, green_eyes, earrings, breasts, ponytail, sidelocks, half_updo, 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	500	685.62 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	384.70 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1184	825.89 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	600.74 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1184	1.16 GiB	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/imai_lisa_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	18	blush, 1girl, solo_focus, hetero, nipples, open_mouth, sex, vaginal, 1boy, pussy, large_breasts, penis, sweat, jewelry, navel, spread_legs, completely_nude, looking_at_viewer, mosaic_censoring, smile, collarbone, medium_breasts, on_back
1	27	1girl, off-shoulder_sweater, smile, solo, bare_shoulders, long_sleeves, looking_at_viewer, sweater_dress, blush, collarbone, necklace, ribbed_sweater, black_belt, simple_background, white_background, medium_breasts, wavy_hair, hair_between_eyes, open_mouth, pendant, sleeves_past_wrists, black_thighhighs, cleavage, sitting, :3
2	11	1girl, beret, long_sleeves, solo, white_shirt, blush, jewelry, looking_at_viewer, smile, red_headwear, simple_background, upper_body, collarbone, open_mouth, plaid_skirt, shoulder_bag, wavy_hair, closed_mouth, grey_skirt, one_eye_closed, white_background
3	10	1girl, collared_shirt, grey_jacket, jewelry, long_sleeves, looking_at_viewer, school_uniform, solo, striped_necktie, white_shirt, blazer, smile, plaid_skirt, pleated_skirt, simple_background, blush, white_background, brown_necktie, cowboy_shot, miniskirt, brown_skirt, closed_mouth
4	7	1girl, blush, collared_shirt, jewelry, school_uniform, solo, sweater_vest, white_shirt, open_mouth, short_sleeves, upper_body, :d, looking_at_viewer, simple_background, striped_necktie, white_background, blue_necktie, hair_between_eyes
5	12	1girl, looking_at_viewer, solo, blush, collarbone, day, outdoors, smile, bare_shoulders, blue_sky, cleavage, navel, standing, closed_mouth, cloud, cowboy_shot, ocean, large_breasts, medium_breasts, frilled_bikini, hair_between_eyes, stomach, wavy_hair, blurry_background, bracelet, groin, halterneck, multi-strapped_bikini, side-tie_bikini_bottom, water
6	15	1girl, hair_flower, solo, looking_at_viewer, smile, blush, red_rose, frills, necklace, bare_shoulders, gloves, veil, black_dress
7	8	1girl, black_feathers, feather_hair_ornament, hair_flower, looking_at_viewer, smile, solo, black_choker, detached_sleeves, dress, lace_choker, brooch, long_sleeves, upper_body, blush, red_bowtie, black_rose, blue_rose, electric_guitar, frills, holding, lace-trimmed_sleeves, neck_ribbon, red_ribbon, simple_background, white_background
8	5	feather_hair_ornament, hair_flower, hairband, looking_at_viewer, purple_rose, red_rose, smile, blue_feathers, cross-laced_clothes, crown, necklace, one_eye_closed, solo, 1girl, ;d, black_choker, blue_jacket, blue_rose, cleavage, long_sleeves, open_mouth, simple_background, upper_body, white_background, black_feathers, black_ribbon, blush, corset, cropped_jacket, dress, holding, multiple_girls, round_teeth
9	6	cleavage, collarbone, crop_top, hair_bow, looking_at_viewer, midriff, denim_shorts, hair_flower, heart, medium_breasts, navel, necklace, short_shorts, smile, 1girl, bare_shoulders, belt, black_bow, black_gloves, black_jacket, blush, choker, hoop_earrings, one_side_up, solo, stomach, cowboy_shot, hand_up, large_breasts, off_shoulder, open_jacket, spaghetti_strap, thigh_strap, thighhighs, wavy_hair

Table Version

#	Samples	blush	1girl	solo_focus	hetero	nipples	open_mouth	sex	vaginal	1boy	pussy	large_breasts	penis	sweat	jewelry	navel	spread_legs	completely_nude	looking_at_viewer	mosaic_censoring	smile	collarbone	medium_breasts	on_back	off-shoulder_sweater	solo	bare_shoulders	long_sleeves	sweater_dress	necklace	ribbed_sweater	black_belt	simple_background	white_background	wavy_hair	hair_between_eyes	pendant	sleeves_past_wrists	black_thighhighs	cleavage	sitting	:3	beret	white_shirt	red_headwear	upper_body	plaid_skirt	shoulder_bag	closed_mouth	grey_skirt	one_eye_closed	collared_shirt	grey_jacket	school_uniform	striped_necktie	blazer	pleated_skirt	brown_necktie	cowboy_shot	miniskirt	brown_skirt	sweater_vest	short_sleeves	:d	blue_necktie	day	outdoors	blue_sky	standing	cloud	ocean	frilled_bikini	stomach	blurry_background	bracelet	groin	halterneck	multi-strapped_bikini	side-tie_bikini_bottom	water	hair_flower	red_rose	frills	gloves	veil	black_dress	black_feathers	feather_hair_ornament	black_choker	detached_sleeves	dress	lace_choker	brooch	red_bowtie	black_rose	blue_rose	electric_guitar	holding	lace-trimmed_sleeves	neck_ribbon	red_ribbon	hairband	purple_rose	blue_feathers	cross-laced_clothes	crown	;d	blue_jacket	black_ribbon	corset	cropped_jacket	multiple_girls	round_teeth	crop_top	hair_bow	midriff	denim_shorts	heart	short_shorts	belt	black_bow	black_gloves	black_jacket	choker	hoop_earrings	one_side_up	hand_up	off_shoulder	open_jacket	spaghetti_strap	thigh_strap	thighhighs
0	18	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	27	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
2	11	X	X				X								X				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	X	X	X	X	X	X
4	7	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	X	X	X
6	15	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	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
9	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

Datasets:

CyberHarem
/

imai_lisa_bangdream