CyberHarem/penance_arknights

Dataset of penance/ペナンス/斥罪 (Arknights)

This is the dataset of penance/ペナンス/斥罪 (Arknights), containing 362 images and their tags.

The core tags of this character are animal_ears, wolf_ears, wolf_girl, yellow_eyes, long_hair, brown_hair, extra_ears, breasts, hair_between_eyes, braid, earrings, tail, wolf_tail, large_breasts, very_long_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	362	680.09 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	362	558.44 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	907	1.05 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/penance_arknights',
    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, black_jacket, solo, closed_mouth, simple_background, white_ascot, looking_at_viewer, upper_body, white_background, jewelry, white_shirt
1	31						black_jacket, solo, white_ascot, 1girl, long_sleeves, looking_at_viewer, open_book, black_thighhighs, holding_book, white_shirt, black_coat, skirt, single_gauntlet, open_coat, black_nails, simple_background, jewelry, white_background, black_footwear, closed_mouth, cowboy_shot, hand_up
2	6						1girl, black_coat, black_jacket, black_nails, holding_book, nail_polish, solo, upper_body, white_ascot, closed_mouth, long_sleeves, looking_at_viewer, white_shirt, medium_breasts, open_book, animal_ear_fluff, jewelry, single_gauntlet
3	6						1girl, long_sleeves, looking_at_viewer, official_alternate_costume, open_jacket, single_braid, solo, white_jacket, fur-trimmed_jacket, jewelry, side_braid, upper_body, black_nails, blush, nail_polish, asymmetrical_bangs, black_belt, black_dress, black_shirt, black_sweater, buckle, closed_mouth, hair_ornament, hand_up, medium_breasts, on_back, parted_lips, simple_background, turtleneck, white_background
4	16						1girl, long_sleeves, official_alternate_costume, solo, blush, jewelry, single_braid, drinking_glass, holding_cup, holding_drink, looking_at_viewer, white_jacket, alcohol, black_sweater, open_jacket, parted_lips, simple_background, turtleneck, side_braid, nail_polish, black_nails, animal_ear_fluff, black_dress, drunk, fur-trimmed_jacket, hairclip, upper_body, white_background, asymmetrical_bangs, black_belt, lemon_slice, red_wine
5	6						1girl, cleavage, long_sleeves, solo, white_shirt, black_bra, blush, collarbone, open_shirt, animal_ear_fluff, simple_background, white_background, closed_mouth, collared_shirt, looking_at_viewer, navel, upper_body
6	8						1boy, black_hair, looking_at_viewer, male_focus, short_hair, solo, closed_mouth, black_gloves, green_eyes, infection_monitor_(arknights), long_sleeves, wolf_boy, black_jacket, ear_piercing, suit, black_coat, black_necktie, black_pants, collared_shirt, formal, fur-trimmed_coat, holding, rain

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_jacket	solo	closed_mouth	simple_background	white_ascot	looking_at_viewer	upper_body	white_background	jewelry	white_shirt	long_sleeves	open_book	black_thighhighs	holding_book	black_coat	skirt	single_gauntlet	open_coat	black_nails	black_footwear	cowboy_shot	hand_up	nail_polish	medium_breasts	animal_ear_fluff	official_alternate_costume	open_jacket	single_braid	white_jacket	fur-trimmed_jacket	side_braid	blush	asymmetrical_bangs	black_belt	black_dress	black_shirt	black_sweater	buckle	hair_ornament	on_back	parted_lips	turtleneck	drinking_glass	holding_cup	holding_drink	alcohol	drunk	hairclip	lemon_slice	red_wine	cleavage	black_bra	collarbone	open_shirt	collared_shirt	navel	1boy	black_hair	male_focus	short_hair	black_gloves	green_eyes	infection_monitor_(arknights)	wolf_boy	ear_piercing	suit	black_necktie	black_pants	formal	fur-trimmed_coat	holding	rain
0	20						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	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				X	X	X
3	6						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	X	X	X
4	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	X	X	X	X	X	X	X	X
5	6						X		X	X	X		X	X	X		X	X														X							X																			X	X	X	X	X	X
6	8							X	X	X			X					X				X																																								X		X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X