CyberHarem/perth_kantaicollection

Dataset of perth/パース (Kantai Collection)

This is the dataset of perth/パース (Kantai Collection), containing 433 images and their tags.

The core tags of this character are blonde_hair, braid, purple_eyes, hair_bun, braided_bun, braided_bangs, breasts, short_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	433	477.96 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	433	283.66 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1043	627.29 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	433	427.41 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1043	865.05 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/perth_kantaicollection',
    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	19						1girl, blue_necktie, green_vest, short_sleeves, solo, upper_body, white_shirt, dress_shirt, green_cape, cloak, looking_at_viewer, badge, hair_ribbon, school_uniform, simple_background, white_background, hair_between_eyes
1	54						1girl, blue_necktie, blue_skirt, green_vest, plaid_skirt, pleated_skirt, school_uniform, white_shirt, dress_shirt, green_cape, short_sleeves, solo, badge, green_thighhighs, cloak, looking_at_viewer, cowboy_shot, white_background, simple_background
2	7						1girl, alternate_costume, fake_animal_ears, playboy_bunny, rabbit_ears, solo, wrist_cuffs, detached_collar, strapless_leotard, cowboy_shot, large_breasts, rabbit_tail, cleavage, fake_tail, pantyhose, green_leotard, looking_at_viewer, necktie
3	33						1girl, solo, white_hoodie, blue_skirt, hooded_sweater, long_sleeves, plaid_skirt, official_alternate_costume, pink_apron, pleated_skirt, looking_at_viewer, simple_background, white_background, blush, long_hair, thighhighs
4	10						1girl, official_alternate_costume, solo, striped_bikini, simple_background, white_background, cowboy_shot, medium_breasts, navel, looking_at_viewer, blush, cleavage, hairclip, one-hour_drawing_challenge, sarong, collarbone, green_bikini, twitter_username
5	5						1girl, cleavage, navel, outdoors, solo, striped_bikini, blue_sky, cloud, cowboy_shot, day, medium_breasts, blush, hairclip, looking_at_viewer, official_alternate_costume, collarbone, large_breasts, ocean, sarong, smile
6	10						1girl, enmaided, frilled_apron, solo, white_apron, maid_headdress, black_dress, maid_apron, short_sleeves, blush, puffy_sleeves, waist_apron, cowboy_shot, large_breasts, looking_at_viewer, gloves, one-hour_drawing_challenge, simple_background
7	6						1girl, blush, nude, solo_focus, 1boy, hair_ribbon, hetero, large_breasts, bangs, nipples, penis, simple_background, bar_censor, fellatio, hair_between_eyes, open_mouth, white_background
8	5						1girl, green_kimono, print_kimono, alternate_costume, floral_print, long_hair, obi, wide_sleeves, blush, hair_flower, long_sleeves, food, hair_between_eyes, holding, large_breasts, open_mouth, solo_focus

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	blue_necktie	green_vest	short_sleeves	solo	upper_body	white_shirt	dress_shirt	green_cape	cloak	looking_at_viewer	badge	hair_ribbon	school_uniform	simple_background	white_background	hair_between_eyes	blue_skirt	plaid_skirt	pleated_skirt	green_thighhighs	cowboy_shot	alternate_costume	fake_animal_ears	playboy_bunny	rabbit_ears	wrist_cuffs	detached_collar	strapless_leotard	large_breasts	rabbit_tail	cleavage	fake_tail	pantyhose	green_leotard	necktie	white_hoodie	hooded_sweater	long_sleeves	official_alternate_costume	pink_apron	blush	long_hair	thighhighs	striped_bikini	medium_breasts	navel	hairclip	one-hour_drawing_challenge	sarong	collarbone	green_bikini	twitter_username	outdoors	blue_sky	cloud	day	ocean	smile	enmaided	frilled_apron	white_apron	maid_headdress	black_dress	maid_apron	puffy_sleeves	waist_apron	gloves	nude	solo_focus	1boy	hetero	bangs	nipples	penis	bar_censor	fellatio	open_mouth	green_kimono	print_kimono	floral_print	obi	wide_sleeves	hair_flower	food	holding
0	19						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	54						X	X	X	X	X		X	X	X	X	X	X		X	X	X		X	X	X	X	X
2	7						X				X						X											X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
3	33						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
5	5						X				X						X											X								X		X								X		X			X	X	X	X		X	X			X	X	X	X	X	X
6	10						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
8	5						X																X						X							X									X			X	X																											X								X	X	X	X	X	X	X	X	X