Dataset of Nakano Yotsuba/中野四葉 (Gotoubun no Hanayome)

This is the dataset of Nakano Yotsuba/中野四葉 (Gotoubun no Hanayome), containing 530 images and their tags.

The core tags of this character are orange_hair, ribbon, green_ribbon, hair_ribbon, hair_between_eyes, blue_eyes, eyebrows_hidden_by_hair, short_hair, medium_hair, 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	530	342.36 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	530	329.64 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1084	619.33 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/nakano_yotsuba_gotoubunnohanayome',
    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	19	1girl, collared_shirt, green_bow, school_uniform, solo, white_shirt, upper_body, blush, yellow_sweater_vest, looking_at_viewer, indoors, closed_mouth, blurry_background, bowtie, open_mouth
1	16	1girl, collared_shirt, green_bow, open_mouth, school_uniform, upper_body, white_shirt, :d, blush, solo, upper_teeth_only, bowtie, short_sleeves, plaid_bow, yellow_sweater_vest, blurry_background, breasts, indoors, green_hairband
2	10	1girl, blazer, blush, collared_shirt, green_bow, open_jacket, school_uniform, solo, upper_body, white_shirt, black_jacket, blue_jacket, bowtie, indoors, closed_mouth, looking_at_viewer, open_mouth, bag, long_sleeves, smile, yellow_sweater_vest
3	6	blush, bowtie, collared_shirt, green_bow, green_skirt, pleated_skirt, school_uniform, sisters, solo_focus, white_shirt, yellow_sweater_vest, breasts, green_hairband, looking_at_viewer, red_hair, short_sleeves, 2girls, plaid_bow, smile, 1boy, 3girls, closed_mouth, cowboy_shot, indoors, pink_hair, standing
4	15	1girl, collared_shirt, green_bow, green_skirt, pleated_skirt, sweater_vest, white_shirt, black_socks, standing, kneehighs, full_body, solo, school_uniform, blazer, long_sleeves, open_jacket, blush, :d, open_mouth, uwabaki, black_jacket, closed_mouth, short_sleeves
5	6	1girl, blush, breasts, collarbone, green_hairband, solo, upper_body, closed_mouth, looking_at_viewer, smile, white_sailor_collar, white_shirt, simple_background, suspenders
6	6	1girl, blush, open_mouth, solo, upper_teeth_only, :d, ^_^, facing_viewer, portrait, close-up, green_hairband
7	7	1girl, blush, red_jacket, solo, track_jacket, open_mouth, upper_body, upper_teeth_only, collarbone, long_sleeves, looking_at_viewer, shirt, blurry, track_suit
8	5	basketball_(object), blush, holding_ball, long_sleeves, looking_at_viewer, open_mouth, red_jacket, red_pants, red_track_suit, track_jacket, track_pants, upper_teeth_only, :d, blue_sky, cloud, day, outdoors, purple_eyes, running, 1girl, bag, brown_hair, hairband, solo_focus, white_shirt, 2girls, sneakers, soccer_ball
9	9	1girl, blush, hood_down, upper_body, solo, indoors, breasts, closed_mouth, collarbone, green_hoodie, looking_at_viewer, open_mouth, yellow_hoodie
10	6	1girl, blush, cleavage, collarbone, frills, hairband, looking_at_viewer, open_mouth, parted_lips, solo, white_dress, white_ribbon, english_text, large_breasts
11	8	1girl, pink_jacket, beanie, goggles_on_headwear, green_headwear, outdoors, winter_clothes, hood_down, long_sleeves, open_mouth, solo_focus, tree, upper_body, :d, blue_sky, blush, closed_mouth, coat, day, ski_goggles
12	5	long_hair, red_hair, sisters, star_hair_ornament, 2girls, green_hairband, :d, blush, open_mouth, solo_focus, upper_body, 3girls, ^_^, close-up, looking_at_another, looking_at_viewer, pink_hair, teeth, white_shirt
13	5	2girls, blush, red_hair, closed_mouth, green_hairband, long_hair, sisters, indoors, profile, solo_focus, brown_hair, closed_eyes, collared_shirt, from_side, hood, straight_hair, sweatdrop, upper_body

Table Version

#	Samples	1girl	collared_shirt	green_bow	school_uniform	solo	white_shirt	upper_body	blush	yellow_sweater_vest	looking_at_viewer	indoors	closed_mouth	blurry_background	bowtie	open_mouth	:d	upper_teeth_only	short_sleeves	plaid_bow	breasts	green_hairband	blazer	open_jacket	black_jacket	blue_jacket	bag	long_sleeves	smile	green_skirt	pleated_skirt	sisters	solo_focus	red_hair	2girls	1boy	3girls	cowboy_shot	pink_hair	standing	sweater_vest	black_socks	kneehighs	full_body	uwabaki	collarbone	white_sailor_collar	simple_background	suspenders	^_^	facing_viewer	portrait	close-up	red_jacket	track_jacket	shirt	blurry	track_suit	basketball_(object)	holding_ball	red_pants	red_track_suit	track_pants	blue_sky	cloud	day	outdoors	purple_eyes	running	brown_hair	hairband	sneakers	soccer_ball	hood_down	green_hoodie	yellow_hoodie	cleavage	frills	parted_lips	white_dress	white_ribbon	english_text	large_breasts	pink_jacket	beanie	goggles_on_headwear	green_headwear	winter_clothes	tree	coat	ski_goggles	long_hair	star_hair_ornament	looking_at_another	teeth	profile	closed_eyes	from_side	hood	straight_hair	sweatdrop
0	19	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	16	X	X	X	X	X	X	X	X	X		X		X	X	X	X	X	X	X	X	X
2	10	X	X	X	X	X	X	X	X	X	X	X	X		X	X							X	X	X	X	X	X	X
3	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
4	15	X	X	X	X	X	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
6	6	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
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
9	9	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
11	8	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
13	5		X					X	X			X	X									X										X	X	X	X																																			X																						X				X	X	X	X	X	X

Datasets:

CyberHarem
/

nakano_yotsuba_gotoubunnohanayome