CyberHarem/venti_genshin

Dataset of venti/ウェンティ/温迪 (Genshin Impact)

This is the dataset of venti/ウェンティ/温迪 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are multicolored_hair, black_hair, braid, twin_braids, blue_hair, gradient_hair, green_eyes, hat, beret, green_headwear, bow, hair_ornament, hair_flower, 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	Images-head	Images-others
raw	500	1.05 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--
stage3-p480-1200	1292	1.65 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	481	811

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/venti_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	9						1boy, androgynous, collared_cape, collared_shirt, corset, feathers, frilled_sleeves, green_shorts, hat_flower, holding_instrument, leaf, long_sleeves, lyre, male_focus, open_mouth, short_hair_with_long_locks, smile, solo, white_flower, white_pantyhose, white_shirt, gem, argyle_clothes, looking_at_viewer, brooch, vision_(genshin_impact), argyle_legwear, cloudy_sky, shoes
1	5						1boy, androgynous, brooch, collared_cape, collared_shirt, corset, feathers, frilled_sleeves, gem, green_shorts, hat_flower, leaf, long_sleeves, looking_at_viewer, lyre, male_focus, open_mouth, short_hair_with_long_locks, simple_background, smile, solo, vision_(genshin_impact), white_flower, white_pantyhose, white_shirt, holding_instrument, pinwheel, shoes, white_background, argyle_clothes, argyle_legwear, full_body
2	5						1boy, androgynous, collared_cape, collared_shirt, corset, frilled_sleeves, gem, green_shorts, leaf, long_sleeves, looking_at_viewer, male_focus, open_mouth, short_hair_with_long_locks, smile, solo, vision_(genshin_impact), white_flower, white_pantyhose, white_shirt, brooch, feathers, green_cape, hat_flower, shoes, side_braids, blue_eyes, bowtie, full_body, outdoors, pinwheel, sitting
3	7						1boy, androgynous, brooch, collared_cape, collared_shirt, corset, frilled_sleeves, gem, green_cape, green_shorts, hat_flower, leaf, long_sleeves, looking_at_viewer, male_focus, outdoors, short_hair_with_long_locks, smile, solo, vision_(genshin_impact), white_pantyhose, white_shirt, day, feathers, open_mouth, white_flower, argyle_clothes, blue_sky, cloudy_sky, side_braids, sidelocks, argyle_legwear, blush
4	9						1boy, androgynous, collared_cape, collared_shirt, corset, frilled_sleeves, green_shorts, hat_flower, leaf, long_sleeves, male_focus, short_hair_with_long_locks, smile, solo, white_flower, white_pantyhose, white_shirt, feathers, gem, sitting, vision_(genshin_impact), argyle_clothes, cloudy_sky, outdoors, shoes, argyle_legwear, brooch, looking_at_viewer, closed_mouth, day
5	5						1boy, androgynous, collared_cape, leaf, looking_at_viewer, male_focus, short_hair_with_long_locks, simple_background, solo, white_flower, white_shirt, collared_shirt, smile, white_background, brooch, gem, hat_flower, open_mouth, blush, frills
6	11						1girl, corset, genderswap_(mtf), looking_at_viewer, solo, long_sleeves, blush, cape, smile, vision_(genshin_impact), white_shirt, large_breasts, frilled_sleeves, green_skirt, hat_flower, pleated_skirt, white_flower, leaf, long_hair, open_mouth, white_pantyhose, alternate_hairstyle, aqua_eyes, blue_eyes, brooch, gem, holding_instrument, lyre, outdoors, sitting
7	12						1boy, male_focus, otoko_no_ko, solo, looking_at_viewer, short_hair_with_long_locks, aqua_eyes, alternate_costume, crossdressing, simple_background, smile, androgynous, blush, apron, aqua_hair, flower, frills, open_mouth, shirt, thighhighs, white_background
8	25						1boy, male_focus, solo, looking_at_viewer, long_sleeves, simple_background, smile, closed_mouth, aqua_eyes, alternate_costume, hood, short_hair_with_long_locks, white_background, white_shirt
9	5						1boy, androgynous, crop_top, elbow_gloves, feathered_wings, hooded_capelet, looking_at_viewer, male_focus, official_alternate_costume, short_hair_with_long_locks, single_thighhigh, solo, white_thighhighs, white_wings, bridal_gauntlets, closed_mouth, hood_down, smile, white_flower, white_shorts, barefoot, sitting, tattoo, cloud, long_sleeves, midriff, otoko_no_ko, sky
10	6						1boy, androgynous, crop_top, feathered_wings, hooded_capelet, male_focus, midriff, official_alternate_costume, short_hair_with_long_locks, solo, white_flower, white_shorts, white_wings, bridal_gauntlets, chest_tattoo, elbow_gloves, hood_down, single_thighhigh, sleeveless, white_thighhighs, detached_sleeves, feathers, leg_tattoo, looking_at_viewer, navel, smile, barefoot, closed_mouth, full_body, simple_background, white_gloves

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1boy	androgynous	collared_cape	collared_shirt	corset	feathers	frilled_sleeves	green_shorts	hat_flower	holding_instrument	leaf	long_sleeves	lyre	male_focus	open_mouth	short_hair_with_long_locks	smile	solo	white_flower	white_pantyhose	white_shirt	gem	argyle_clothes	looking_at_viewer	brooch	vision_(genshin_impact)	argyle_legwear	cloudy_sky	shoes	simple_background	pinwheel	white_background	full_body	green_cape	side_braids	blue_eyes	bowtie	outdoors	sitting	day	blue_sky	sidelocks	blush	closed_mouth	frills	1girl	genderswap_(mtf)	cape	large_breasts	green_skirt	pleated_skirt	long_hair	alternate_hairstyle	aqua_eyes	otoko_no_ko	alternate_costume	crossdressing	apron	aqua_hair	flower	shirt	thighhighs	hood	crop_top	elbow_gloves	feathered_wings	hooded_capelet	official_alternate_costume	single_thighhigh	white_thighhighs	white_wings	bridal_gauntlets	hood_down	white_shorts	barefoot	tattoo	cloud	midriff	sky	chest_tattoo	sleeveless	detached_sleeves	leg_tattoo	navel	white_gloves
0	9						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
1	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
2	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
3	7						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
4	9						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
5	5						X	X	X	X					X		X			X	X	X	X	X	X		X	X		X	X					X		X											X		X
6	11										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	12						X	X												X	X	X	X	X						X						X		X											X		X									X	X	X	X	X	X	X	X	X
8	25						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	X	X	X	X	X	X	X
10	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