CyberHarem/bb_fgo

Dataset of bb/BB/BB (Fate/Grand Order)

This is the dataset of bb/BB/BB (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are long_hair, purple_hair, breasts, ribbon, hair_ribbon, very_long_hair, purple_eyes, large_breasts, red_ribbon, neck_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	500	709.19 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	500	629.28 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1258	1.20 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/bb_fgo',
    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	5						1girl, black_skirt, black_thighhighs, high-waist_skirt, long_sleeves, looking_at_viewer, sitting, smile, solo, white_gloves, wide_sleeves, black_coat, closed_mouth, holding_wand, white_shirt, chain, open_clothes, blush
1	9						1girl, black_coat, black_skirt, closed_mouth, high-waist_skirt, long_sleeves, looking_at_viewer, smile, solo, white_gloves, wide_sleeves, holding_wand, open_coat, thigh_boots, thighs, black_thighhighs, blush, hand_on_own_hip, popped_collar, black_footwear, petals, white_leotard, white_shirt
2	12						1girl, black_coat, black_skirt, high-waist_skirt, long_sleeves, looking_at_viewer, open_coat, popped_collar, smile, solo, white_gloves, wide_sleeves, white_shirt, thighhighs, thighs, white_leotard, blush, closed_mouth, petals
3	5						1girl, black_coat, black_skirt, high-waist_skirt, holding_wand, long_sleeves, looking_at_viewer, open_coat, solo, white_gloves, white_shirt, wide_sleeves, open_mouth, white_background, blush, popped_collar, simple_background, :d
4	10						1girl, black_coat, black_skirt, high-waist_skirt, holding_wand, long_sleeves, looking_at_viewer, open_clothes, solo, white_gloves, white_shirt, wide_sleeves, blush, closed_mouth, simple_background, smile, white_background, black_thighhighs, hair_between_eyes, v-shaped_eyebrows
5	15						1girl, black_thighhighs, solo, skirt, looking_at_viewer, white_gloves, lace-trimmed_legwear, smile
6	7						1girl, cleavage, looking_at_viewer, nurse_cap, smile, solo, white_dress, wrist_cuffs, blush, short_sleeves, glasses, black-framed_eyewear, collarbone, short_dress, syringe, white_choker, white_headwear, white_thighhighs, full_body, holding, open_mouth, white_footwear
7	17						1girl, bare_shoulders, looking_at_viewer, solo, baseball_cap, off_shoulder, single_braid, cleavage, smile, white_headwear, yellow_jacket, collarbone, white_bikini, yellow_skirt, blush, navel, backwards_hat, bandeau, long_sleeves, thighs, blue_sky, day, outdoors, cloud, one_eye_closed, star_hat_ornament, bikini_top_only, closed_mouth, sideways_hat, arm_up, beach, ocean, tongue_out
8	24						1girl, bare_shoulders, blush, looking_at_viewer, black_gloves, tan, fingerless_gloves, hairband, purple_bikini, smile, solo, black_thighhighs, cleavage, collarbone, star_hair_ornament, tongue_out, dark-skinned_female, navel, thighs, star_earrings, micro_shorts, purple_ribbon, bead_bracelet, closed_mouth, white_belt, black_garter_belt, gyaru, one_eye_closed, black_shorts, nail_polish
9	14						1girl, blush, hetero, sweat, thighs, penis, solo_focus, vaginal, mosaic_censoring, nude, open_mouth, male_pubic_hair, multiple_boys, clothing_aside, erection, gangbang, nipples, spread_legs, testicles, bare_shoulders, smile, collarbone, cum_in_pussy, tongue_out, dark_skin, girl_on_top, looking_at_viewer, navel, swimsuit, white_leotard, anal, ass, ejaculation

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_skirt	black_thighhighs	high-waist_skirt	long_sleeves	looking_at_viewer	sitting	smile	solo	white_gloves	wide_sleeves	black_coat	closed_mouth	holding_wand	white_shirt	chain	open_clothes	blush	open_coat	thigh_boots	thighs	hand_on_own_hip	popped_collar	black_footwear	petals	white_leotard	thighhighs	open_mouth	white_background	simple_background	:d	hair_between_eyes	v-shaped_eyebrows	skirt	lace-trimmed_legwear	cleavage	nurse_cap	white_dress	wrist_cuffs	short_sleeves	glasses	black-framed_eyewear	collarbone	short_dress	syringe	white_choker	white_headwear	white_thighhighs	full_body	holding	white_footwear	bare_shoulders	baseball_cap	off_shoulder	single_braid	yellow_jacket	white_bikini	yellow_skirt	navel	backwards_hat	bandeau	blue_sky	day	outdoors	cloud	one_eye_closed	star_hat_ornament	bikini_top_only	sideways_hat	arm_up	beach	ocean	tongue_out	black_gloves	tan	fingerless_gloves	hairband	purple_bikini	star_hair_ornament	dark-skinned_female	star_earrings	micro_shorts	purple_ribbon	bead_bracelet	white_belt	black_garter_belt	gyaru	black_shorts	nail_polish	hetero	sweat	penis	solo_focus	vaginal	mosaic_censoring	nude	male_pubic_hair	multiple_boys	clothing_aside	erection	gangbang	nipples	spread_legs	testicles	cum_in_pussy	dark_skin	girl_on_top	swimsuit	anal	ass	ejaculation
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	9						X	X	X	X	X	X		X	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	X	X
3	5						X	X		X	X	X			X	X	X	X		X	X			X	X				X					X	X	X	X
4	10						X	X	X	X	X	X		X	X	X	X	X	X	X	X		X	X											X	X		X	X
5	15						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	X	X
7	17						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	24						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	14						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