CyberHarem/shigure_kantaicollection

Dataset of shigure/時雨 (Kantai Collection)

This is the dataset of shigure/時雨 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are blue_eyes, ahoge, braid, long_hair, single_braid, hair_ornament, hair_over_shoulder, brown_hair, black_hair, hair_between_eyes, 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	570.56 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	352.05 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1228	747.53 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	513.77 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1228	1007.48 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/shigure_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	11						1girl, blush, hair_flaps, looking_at_viewer, navel, solo, medium_breasts, cleavage, underwear_only, black_bra, black_panties, collarbone, bow, cowboy_shot, on_back, smile
1	31						1girl, hair_flaps, solo, looking_at_viewer, black_bikini, blush, medium_breasts, cleavage, navel, smile, sailor_bikini, adapted_costume, collarbone
2	5						1girl, black_gloves, black_serafuku, fingerless_gloves, hair_flaps, simple_background, solo, white_background, looking_at_viewer, smile, upper_body, red_neckerchief, necktie, open_mouth
3	8						1girl, black_serafuku, hair_flaps, solo, upper_body, looking_at_viewer, red_neckerchief, simple_background, white_background, white_sailor_collar, short_sleeves, smile
4	20						1girl, black_serafuku, black_skirt, hair_flaps, pleated_skirt, red_neckerchief, solo, black_gloves, white_background, fingerless_gloves, simple_background, smile, looking_at_viewer, cowboy_shot, red_necktie, short_sleeves, white_sailor_collar, black_shirt, blush
5	15						1girl, serafuku, solo, pleated_skirt, looking_at_viewer, fingerless_gloves, hair_flaps, blush
6	7						1girl, hair_flaps, portrait, simple_background, solo, white_background, looking_at_viewer, grey_background, open_mouth
7	16						1girl, hair_flaps, long_sleeves, official_alternate_costume, sleeveless_shirt, solo, white_shirt, looking_at_viewer, off-shoulder_shirt, black_shirt, blush, smile, blue_skirt, bare_shoulders, red_ribbon, simple_background, bangs, black_thighhighs, turtleneck, medium_breasts, open_mouth, white_background, bag, denim_skirt
8	8						1girl, hair_flaps, solo, bridal_veil, looking_at_viewer, smile, wedding_dress, bare_shoulders, blush, white_dress, breasts, hair_flower, wedding_ring, bouquet, elbow_gloves, hair_ribbon, petals, upper_body, white_gloves
9	18						1girl, solo, hair_flaps, alternate_costume, smile, blush, looking_at_viewer, wide_sleeves, holding, obi, floral_print, long_sleeves, open_mouth, upper_body, hair_flower, yukata
10	9						1girl, solo, alternate_costume, day, outdoors, white_dress, blush, hair_flaps, looking_at_viewer, smile, straw_hat, sun_hat, cloud, flower, sundress, blue_sky, sleeveless_dress, bare_shoulders, hair_ribbon, hand_on_headwear, jewelry, open_mouth

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	blush	hair_flaps	looking_at_viewer	navel	solo	medium_breasts	cleavage	underwear_only	black_bra	black_panties	collarbone	bow	cowboy_shot	on_back	smile	black_bikini	sailor_bikini	adapted_costume	black_gloves	black_serafuku	fingerless_gloves	simple_background	white_background	upper_body	red_neckerchief	necktie	open_mouth	white_sailor_collar	short_sleeves	black_skirt	pleated_skirt	red_necktie	black_shirt	serafuku	portrait	grey_background	long_sleeves	official_alternate_costume	sleeveless_shirt	white_shirt	off-shoulder_shirt	blue_skirt	bare_shoulders	red_ribbon	bangs	black_thighhighs	turtleneck	bag	denim_skirt	bridal_veil	wedding_dress	white_dress	breasts	hair_flower	wedding_ring	bouquet	elbow_gloves	hair_ribbon	petals	white_gloves	alternate_costume	wide_sleeves	holding	obi	floral_print	yukata	day	outdoors	straw_hat	sun_hat	cloud	flower	sundress	blue_sky	sleeveless_dress	hand_on_headwear	jewelry
0	11						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	31						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
3	8						X		X	X		X										X					X		X	X	X	X			X	X
4	20						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
7	16						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	8						X	X	X	X		X										X									X																			X							X	X	X	X	X	X	X	X	X	X	X
9	18						X	X	X	X		X										X									X			X										X																	X							X	X	X	X	X	X
10	9						X	X	X	X		X										X												X																X									X						X			X						X	X	X	X	X	X	X	X	X	X	X