CyberHarem/ayanami_kantaicollection

Dataset of ayanami/綾波 (Kantai Collection)

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

The core tags of this character are brown_hair, long_hair, side_ponytail, ribbon, brown_eyes, hair_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	333.91 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	247.60 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	959	457.78 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	316.47 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	959	565.19 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/ayanami_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	20						1girl, serafuku, simple_background, solo, upper_body, white_background, smile, looking_at_viewer, black_sailor_collar, open_mouth, short_sleeves, blush, closed_eyes
1	5						1girl, black_sailor_collar, black_skirt, pleated_skirt, serafuku, simple_background, solo, looking_at_viewer, short_sleeves, white_background, brown_skirt, character_name, cowboy_shot, open_mouth, smile, upper_body
2	13						1girl, pleated_skirt, serafuku, solo, black_sailor_collar, black_skirt, looking_at_viewer, cowboy_shot, one-hour_drawing_challenge, open_mouth, twitter_username, simple_background, smile, very_long_hair, white_background, two-tone_background
3	5						1girl, black_skirt, blue_sky, cloud, day, looking_at_viewer, open_mouth, pleated_skirt, serafuku, short_sleeves, smile, solo, black_sailor_collar, outdoors, very_long_hair, anchor_symbol, cowboy_shot, blush, green_eyes, holding, ocean, upper_teeth_only
4	8						1girl, looking_at_viewer, solo, small_breasts, navel, blush, cowboy_shot, front-tie_top, smile, open_mouth, side-tie_bikini_bottom, simple_background, white_background, black_bikini, twitter_username, very_long_hair
5	21						1girl, solo, smile, looking_at_viewer, obi, yukata, blue_kimono, alternate_costume, floral_print, holding, open_mouth, blush, green_eyes, paper_fan, very_long_hair
6	6						1girl, looking_at_viewer, school_swimsuit, solo, smile, open_mouth, white_one-piece_swimsuit
7	5						1girl, blush, nipples, nude, open_mouth, small_breasts, 1boy, hetero, sex, solo_focus, sweat, collarbone, mosaic_censoring, penis, pussy, simple_background, tears, vaginal, wavy_mouth, bangs, black_background, black_ribbon, heart, looking_at_viewer, navel, spread_legs, very_long_hair
8	5						1girl, alternate_costume, full_body, simple_background, solo, smile, sneakers, standing, white_background, white_shirt, bag, dress, long_sleeves, looking_at_viewer, open_mouth, pants, very_long_hair, white_footwear
9	8						detached_collar, fake_animal_ears, playboy_bunny, rabbit_ears, looking_at_viewer, simple_background, small_breasts, strapless_leotard, wrist_cuffs, 1girl, open_mouth, solo, black_leotard, blush, white_background, alternate_costume, black_pantyhose, cowboy_shot, kneeling, rabbit_tail, red_bowtie, smile, twitter_username, very_long_hair, white_leotard

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	serafuku	simple_background	solo	upper_body	white_background	smile	looking_at_viewer	black_sailor_collar	open_mouth	short_sleeves	blush	closed_eyes	black_skirt	pleated_skirt	brown_skirt	character_name	cowboy_shot	one-hour_drawing_challenge	twitter_username	very_long_hair	two-tone_background	blue_sky	cloud	day	outdoors	anchor_symbol	green_eyes	holding	ocean	upper_teeth_only	small_breasts	navel	front-tie_top	side-tie_bikini_bottom	black_bikini	obi	yukata	blue_kimono	alternate_costume	floral_print	paper_fan	school_swimsuit	white_one-piece_swimsuit	nipples	nude	1boy	hetero	sex	solo_focus	sweat	collarbone	mosaic_censoring	penis	pussy	tears	vaginal	wavy_mouth	bangs	black_background	black_ribbon	heart	spread_legs	full_body	sneakers	standing	white_shirt	bag	dress	long_sleeves	pants	white_footwear	detached_collar	fake_animal_ears	playboy_bunny	rabbit_ears	strapless_leotard	wrist_cuffs	black_leotard	black_pantyhose	kneeling	rabbit_tail	red_bowtie	white_leotard
0	20						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
2	13						X	X	X	X		X	X	X	X	X				X	X			X	X	X	X	X
3	5						X	X		X			X	X	X	X	X	X		X	X			X			X		X	X	X	X	X	X	X	X	X
4	8						X		X	X		X	X	X		X		X						X		X	X											X	X	X	X	X
5	21						X			X			X	X		X		X									X							X	X								X	X	X	X	X	X
6	6						X			X			X	X		X																																	X	X
7	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
8	5						X		X	X		X	X	X		X											X																			X																								X	X	X	X	X	X	X	X	X
9	8						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