CyberHarem/kongou_kantaicollection

Dataset of kongou/金剛 (Kantai Collection)

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

The core tags of this character are brown_hair, long_hair, hairband, ahoge, hair_bun, double_bun, headgear, purple_eyes, 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	584.13 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	375.12 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1173	778.36 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	529.50 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1173	1.01 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/kongou_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	15						1girl, bare_shoulders, japanese_clothes, nontraditional_miko, solo, detached_sleeves, smile, open_mouth, looking_at_viewer, brown_eyes
1	5						1girl, bare_shoulders, blush, detached_sleeves, japanese_clothes, looking_at_viewer, nontraditional_miko, skirt, smile, solo, thighhighs, hair_ornament, wariza
2	6						1girl, bare_shoulders, detached_sleeves, japanese_clothes, nontraditional_miko, open_mouth, solo, :d, looking_at_viewer, ribbon-trimmed_sleeves, skirt
3	29						1girl, detached_sleeves, japanese_clothes, nontraditional_miko, skirt, smile, solo, open_mouth, ribbon-trimmed_sleeves, bare_shoulders, zettai_ryouiki, thigh_boots, blush, black_thighhighs, hair_ornament, looking_at_viewer
4	13						1girl, detached_sleeves, japanese_clothes, nontraditional_miko, skirt, solo, thighhighs, smile, thigh_boots, bare_shoulders, hair_ornament, zettai_ryouiki, blue_eyes, open_mouth, looking_at_viewer
5	8						1girl, detached_sleeves, japanese_clothes, looking_at_viewer, nontraditional_miko, ribbon-trimmed_sleeves, solo, bare_shoulders, open_mouth, skirt, white_background, wide_sleeves, blue_eyes, simple_background, smile, thighhighs
6	15						1girl, detached_sleeves, japanese_clothes, looking_at_viewer, nontraditional_miko, ribbon-trimmed_sleeves, solo, upper_body, simple_background, smile, white_background, open_mouth, blush
7	9						1girl, black_skirt, detached_sleeves, hakama_short_skirt, nontraditional_miko, ribbon-trimmed_sleeves, solo, looking_at_viewer, simple_background, smile, white_background, thigh_boots, thighhighs, blush, cowboy_shot, frills, large_breasts, open_mouth, pleated_skirt, wide_sleeves
8	10						1girl, detached_sleeves, machinery, nontraditional_miko, ribbon-trimmed_sleeves, rigging, solo, thigh_boots, smile, turret, black_skirt, white_background, cannon, open_mouth, simple_background, looking_at_viewer, black_thighhighs, hakama_short_skirt, large_breasts, pleated_skirt
9	5						1girl, alternate_costume, floral_print, looking_at_viewer, smile, solo, obi, upper_body, blush, hair_flower, red_kimono, alternate_hairstyle, breasts, closed_mouth, fur_trim, long_sleeves, print_kimono, wide_sleeves

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	bare_shoulders	japanese_clothes	nontraditional_miko	solo	detached_sleeves	smile	open_mouth	looking_at_viewer	brown_eyes	blush	skirt	thighhighs	hair_ornament	wariza	:d	ribbon-trimmed_sleeves	zettai_ryouiki	thigh_boots	black_thighhighs	blue_eyes	white_background	wide_sleeves	simple_background	upper_body	black_skirt	hakama_short_skirt	cowboy_shot	frills	large_breasts	pleated_skirt	machinery	rigging	turret	cannon	alternate_costume	floral_print	obi	hair_flower	red_kimono	alternate_hairstyle	breasts	closed_mouth	fur_trim	long_sleeves	print_kimono
0	15						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
2	6						X	X	X	X	X	X		X	X			X				X	X
3	29						X	X	X	X	X	X	X	X	X		X	X		X			X	X	X	X
4	13						X	X	X	X	X	X	X	X	X			X	X	X				X	X		X
5	8						X	X	X	X	X	X	X	X	X			X	X				X				X	X	X	X
6	15						X		X	X	X	X	X	X	X		X						X					X		X	X
7	9						X			X	X	X	X	X	X		X		X				X		X			X	X	X		X	X	X	X	X	X
8	10						X			X	X	X	X	X	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