README.md

metadata

license: mit
task_categories:
  - text-to-image
tags:
  - art
  - not-for-all-audiences
size_categories:
  - n<1K

Dataset of akagi/赤城/赤城 (Kantai Collection)

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

The core tags of this character are long_hair, brown_hair, brown_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	493.07 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	323.95 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1090	628.41 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	451.62 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1090	824.66 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/akagi_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	17						1girl, arrow_(projectile), bow_(weapon), muneate, solo, quiver, tasuki, white_thighhighs, yugake, hakama_short_skirt, single_glove, flight_deck, looking_at_viewer, white_background, smile
1	7						1girl, arrow_(projectile), flight_deck, hakama_short_skirt, holding_bow_(weapon), muneate, quiver, single_glove, solo, straight_hair, tasuki, yugake, brown_gloves, red_hakama, white_background, looking_at_viewer, simple_background, smile, red_skirt, thighhighs
2	6						1girl, arrow_(projectile), bow_(weapon), japanese_clothes, muneate, skirt, solo, white_thighhighs, yugake, smile, flight_deck, tasuki, white_background, looking_at_viewer, quiver
3	10						1girl, aiming, drawing_bow, muneate, single_glove, solo, yugake, tasuki, kyuudou, outstretched_arm, holding_arrow, hakama_short_skirt, quiver, flight_deck
4	5						1girl, hakama_short_skirt, looking_at_viewer, muneate, simple_background, smile, solo, straight_hair, tasuki, white_background, cowboy_shot, red_hakama, twitter_username
5	6						1girl, japanese_clothes, muneate, simple_background, solo, tasuki, upper_body, white_background, looking_at_viewer, smile, blush
6	15						1girl, japanese_clothes, muneate, solo, chopsticks, rice_on_face, eating, looking_at_viewer, rice_bowl, smile, blush
7	6						1girl, food, looking_at_viewer, muneate, rice_bowl, solo, chopsticks, white_thighhighs, eating, hakama_skirt
8	12						1girl, solo, alternate_costume, black_serafuku, looking_at_viewer, pleated_skirt, white_neckerchief, black_skirt, smile, straight_hair, white_background, black_sailor_collar, cowboy_shot, short_sleeves, simple_background, black_shirt
9	6						1girl, alternate_costume, red_kimono, solo, blush, hair_flower, looking_at_viewer, floral_print, obi, smile, hair_between_eyes, open_mouth, upper_body

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	arrow_(projectile)	bow_(weapon)	muneate	solo	quiver	tasuki	white_thighhighs	yugake	hakama_short_skirt	single_glove	flight_deck	looking_at_viewer	white_background	smile	holding_bow_(weapon)	straight_hair	brown_gloves	red_hakama	simple_background	red_skirt	thighhighs	japanese_clothes	skirt	aiming	drawing_bow	kyuudou	outstretched_arm	holding_arrow	cowboy_shot	twitter_username	upper_body	blush	chopsticks	rice_on_face	eating	rice_bowl	food	hakama_skirt	alternate_costume	black_serafuku	pleated_skirt	white_neckerchief	black_skirt	black_sailor_collar	short_sleeves	black_shirt	red_kimono	hair_flower	floral_print	obi	hair_between_eyes	open_mouth
0	17						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	7						X	X		X	X	X	X		X	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	X	X								X	X
3	10						X			X	X	X	X		X	X	X	X													X	X	X	X	X
4	5						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
6	15						X			X	X								X		X								X										X	X	X	X	X
7	6						X			X	X			X					X																					X		X	X	X	X
8	12						X				X								X	X	X		X			X										X										X	X	X	X	X	X	X	X
9	6						X				X								X		X																	X	X							X								X	X	X	X	X	X