CyberHarem/barbara_genshin

Dataset of barbara/バーバラ/芭芭拉 (Genshin Impact)

This is the dataset of barbara/バーバラ/芭芭拉 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are twintails, blonde_hair, blue_eyes, long_hair, drill_hair, twin_drills, hat, bow, white_headwear, breasts, hair_ornament, 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	1.11 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	500	930.77 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1420	1.90 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/barbara_genshin',
    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, bare_shoulders, long_sleeves, looking_at_viewer, simple_background, smile, solo, white_background, white_dress, white_pantyhose, ass, blush, closed_mouth, detached_sleeves, looking_back, detached_collar, open_mouth
1	14						1girl, bare_shoulders, detached_collar, detached_sleeves, long_sleeves, looking_at_viewer, open_mouth, simple_background, smile, solo, white_dress, white_background, white_pantyhose, ;d, one_eye_closed, blush, book, frilled_dress, vision_(genshin_impact), latin_cross, strapless_dress, white_sleeves
2	6						1girl, :d, detached_sleeves, long_sleeves, looking_at_viewer, open_mouth, solo, white_background, white_dress, bare_shoulders, blush, book, simple_background, vision_(genshin_impact), cross
3	5						1girl, :d, bare_shoulders, detached_collar, hair_between_eyes, long_sleeves, looking_at_viewer, open_mouth, simple_background, solo, upper_body, white_background, white_dress, detached_sleeves, blush, cross, hand_up, teeth
4	7						1girl, :d, bare_shoulders, blush, detached_collar, detached_sleeves, long_sleeves, looking_at_viewer, open_mouth, solo, white_dress, sidelocks, book, blurry, hair_between_eyes, cross, white_pantyhose
5	6						1girl, blue_one-piece_swimsuit, blue_sky, casual_one-piece_swimsuit, choker, cloud, day, detached_sleeves, long_sleeves, looking_at_viewer, official_alternate_costume, open_mouth, outdoors, sailor_hat, solo, thigh_strap, water, :d, duck, ocean, wading, bag, blue_sailor_collar, bowtie, hair_flower, blush
6	6						1girl, blue_one-piece_swimsuit, blue_sky, casual_one-piece_swimsuit, covered_navel, day, detached_sleeves, duck, long_sleeves, looking_at_viewer, official_alternate_costume, open_mouth, outdoors, sailor_hat, smile, solo, ;d, bare_shoulders, blue_sailor_collar, blush, bowtie, choker, cloud, cowboy_shot, ocean, one_eye_closed, thigh_strap, water, animal_bag, hair_flower, sunlight, wading, yellow_bow
7	6						1girl, bare_shoulders, cleavage, detached_collar, fake_animal_ears, looking_at_viewer, playboy_bunny, rabbit_ears, simple_background, solo, strapless_leotard, white_background, blush, wrist_cuffs, bowtie, sitting, alternate_costume, closed_mouth, covered_navel, medium_breasts, pantyhose, thighs, white_leotard
8	7						1girl, bare_shoulders, blush, cleavage, looking_at_viewer, navel, solo, collarbone, stomach, sitting, large_breasts, medium_breasts, black_bra, black_panties, parted_lips, sidelocks, strap_slip, thighs, underwear_only, white_bra, white_panties
9	7						1girl, alternate_costume, long_sleeves, looking_at_viewer, open_mouth, solo, blush, bowtie, pleated_skirt, white_shirt, :d, blue_skirt, school_uniform, blue_bow, collared_shirt, thighhighs, hand_up, jacket, open_clothes, simple_background, upper_teeth_only, white_pantyhose, zettai_ryouiki

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	bare_shoulders	long_sleeves	looking_at_viewer	simple_background	smile	solo	white_background	white_dress	white_pantyhose	ass	blush	closed_mouth	detached_sleeves	looking_back	detached_collar	open_mouth	;d	one_eye_closed	book	frilled_dress	vision_(genshin_impact)	latin_cross	strapless_dress	white_sleeves	:d	cross	hair_between_eyes	upper_body	hand_up	teeth	sidelocks	blurry	blue_one-piece_swimsuit	blue_sky	casual_one-piece_swimsuit	choker	cloud	day	official_alternate_costume	outdoors	sailor_hat	thigh_strap	water	duck	ocean	wading	bag	blue_sailor_collar	bowtie	hair_flower	covered_navel	cowboy_shot	animal_bag	sunlight	yellow_bow	cleavage	fake_animal_ears	playboy_bunny	rabbit_ears	strapless_leotard	wrist_cuffs	sitting	alternate_costume	medium_breasts	pantyhose	thighs	white_leotard	navel	collarbone	stomach	large_breasts	black_bra	black_panties	parted_lips	strap_slip	underwear_only	white_bra	white_panties	pleated_skirt	white_shirt	blue_skirt	school_uniform	blue_bow	collared_shirt	thighhighs	jacket	open_clothes	upper_teeth_only	zettai_ryouiki
0	5						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	X
2	6						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	7						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	X	X	X	X	X	X
6	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
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
8	7						X	X		X			X					X																				X																									X						X		X		X		X	X	X	X	X	X	X	X	X	X	X
9	7						X		X	X	X		X			X		X					X									X				X																				X														X																X	X	X	X	X	X	X	X	X	X	X