CyberHarem/sora_arknights

Dataset of sora/ソラ/空 (Arknights)

This is the dataset of sora/ソラ/空 (Arknights), containing 396 images and their tags.

The core tags of this character are animal_ears, blonde_hair, twintails, wolf_ears, red_eyes, animal_ear_fluff, ahoge, bow, short_hair, hair_bow, tail, breasts, 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	396	570.69 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	396	302.09 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	932	645.44 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	396	487.58 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	932	954.93 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/sora_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	12						1girl, black_gloves, looking_at_viewer, open_mouth, red_necktie, solo, white_shirt, black_vest, collared_shirt, fang, hair_between_eyes, holding, simple_background, white_background, :d, blush, cowboy_shot, black_cape, long_sleeves, microphone, red_skirt, upper_body, wolf_tail
1	11						1girl, ;d, looking_at_viewer, one_eye_closed, open_mouth, smile, solo, white_thighhighs, black_gloves, red_necktie, white_footwear, white_shirt, black_vest, cape, knee_boots, simple_background, fang, white_background, full_body, lace-up_boots, wolf_tail, hair_between_eyes, long_sleeves, red_skirt, standing_on_one_leg, collared_shirt, frilled_skirt, holding_microphone_stand, zettai_ryouiki
2	7						1girl, black_gloves, black_vest, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_footwear, white_shirt, white_thighhighs, :d, full_body, long_sleeves, zettai_ryouiki, knee_boots, standing, blush, lace-up_boots, miniskirt, wolf_tail, black_cape, frilled_skirt, holding, long_hair, red_necktie
3	8						1girl, collared_shirt, open_mouth, red_necktie, solo, white_shirt, ;d, black_gloves, looking_at_viewer, one_eye_closed, simple_background, smile, upper_body, black_vest, cape, black_dress, long_sleeves, sparkle, blush, hand_up, white_background
4	7						1girl, red_necktie, solo, upper_body, white_shirt, closed_mouth, collared_shirt, black_vest, looking_at_viewer, simple_background, white_background, smile, hair_between_eyes, portrait, red_bow
5	53						bare_shoulders, official_alternate_costume, white_bikini, medium_breasts, cleavage, looking_at_viewer, 1girl, solo, open_mouth, smile, hair_ornament, navel, off_shoulder, stomach, white_jacket, white_skirt, outdoors, day, miniskirt, collarbone, open_jacket, long_sleeves, wolf_tail, blue_sky, bikini_skirt, standing, thigh_strap, thighs, holding, hand_up, blush, fang, one_eye_closed, cowboy_shot, cloud
6	13						bare_shoulders, black_dress, black_headwear, hat, 1girl, black_gloves, official_alternate_costume, solo, elbow_gloves, long_hair, necklace, sleeveless_dress, cleavage, looking_at_viewer, holding, hair_between_eyes, wolf_girl, blush, choker, closed_mouth, large_breasts, medium_breasts, parted_lips

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_gloves	looking_at_viewer	open_mouth	red_necktie	solo	white_shirt	black_vest	collared_shirt	fang	hair_between_eyes	holding	simple_background	white_background	:d	blush	cowboy_shot	black_cape	long_sleeves	microphone	red_skirt	upper_body	wolf_tail	;d	one_eye_closed	smile	white_thighhighs	white_footwear	cape	knee_boots	full_body	lace-up_boots	standing_on_one_leg	frilled_skirt	holding_microphone_stand	zettai_ryouiki	standing	miniskirt	long_hair	black_dress	sparkle	hand_up	closed_mouth	portrait	red_bow	bare_shoulders	official_alternate_costume	white_bikini	medium_breasts	cleavage	hair_ornament	navel	off_shoulder	stomach	white_jacket	white_skirt	outdoors	day	collarbone	open_jacket	blue_sky	bikini_skirt	thigh_strap	thighs	cloud	black_headwear	hat	elbow_gloves	necklace	sleeveless_dress	wolf_girl	choker	large_breasts	parted_lips
0	12						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	11						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
2	7						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
3	8						X	X	X	X	X	X	X	X	X				X	X		X			X			X		X	X	X			X											X	X	X
4	7						X		X		X	X	X	X	X		X		X	X								X				X																	X	X	X
5	53						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	X	X	X
6	13						X	X	X			X					X	X				X																							X	X			X			X	X		X	X																X	X	X	X	X	X	X	X	X