CyberHarem/specter_arknights

Dataset of specter/スペクター/幽灵鲨 (Arknights)

This is the dataset of specter/スペクター/幽灵鲨 (Arknights), containing 500 images and their tags.

The core tags of this character are long_hair, red_eyes, grey_hair, hair_between_eyes, black_headwear, very_long_hair, breasts, white_hair, hat, 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	1.06 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	500	869.94 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1282	1.62 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/specter_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	22						1girl, black_dress, habit, looking_at_viewer, nun, solo, upper_body, necklace, smile, long_sleeves, hand_up, simple_background, capelet, parted_lips, white_background
1	6						1girl, black_dress, black_thighhighs, cowboy_shot, habit, long_sleeves, looking_at_viewer, necklace, nun, pelvic_curtain, smile, solo, closed_mouth, garter_straps, nail_polish, black_capelet, hand_up, holding_weapon, simple_background, thighs, black_nails, saw, white_background
2	7						1girl, black_dress, black_footwear, black_thighhighs, holding_weapon, knee_boots, long_sleeves, looking_at_viewer, pelvic_curtain, saw, solo, full_body, habit, nun, simple_background, white_background, belt_boots, necklace, off_shoulder, smile, black_nails, garter_straps, grey_capelet, hand_up, nail_polish, standing, black_belt, black_capelet, buckle, closed_mouth, hand_on_own_face, thighs
3	12						1girl, black_dress, long_sleeves, looking_at_viewer, solo, bare_shoulders, black_pantyhose, detached_sleeves, smile, cowboy_shot, holding_weapon, closed_mouth, medium_breasts, shoulder_cutout
4	6						1girl, bare_shoulders, black_dress, cleavage_cutout, large_breasts, long_sleeves, looking_at_viewer, parted_lips, solo, black_pantyhose, detached_sleeves, smile, hand_up, nail_polish, pelvic_curtain, blue_nails, cowboy_shot
5	6						1girl, air_bubble, bare_shoulders, black_dress, detached_sleeves, medium_breasts, solo, black_pantyhose, clothing_cutout, long_sleeves, smile, underwater, blue_nails, looking_at_viewer, nail_polish, parted_lips
6	18						1girl, official_alternate_costume, solo, white_scarf, cross_necklace, long_sleeves, looking_at_viewer, smile, black_dress, upper_body, closed_mouth, braid, white_background, simple_background
7	12						1girl, large_breasts, looking_at_viewer, navel, simple_background, solo, blush, smile, white_background, nipples, black_thighhighs, cowboy_shot, nail_polish, stomach, collarbone, panties, bare_shoulders, habit, nude, nun, pussy

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_dress	habit	looking_at_viewer	nun	solo	upper_body	necklace	smile	long_sleeves	hand_up	simple_background	capelet	parted_lips	white_background	black_thighhighs	cowboy_shot	pelvic_curtain	closed_mouth	garter_straps	nail_polish	black_capelet	holding_weapon	thighs	black_nails	saw	black_footwear	knee_boots	full_body	belt_boots	off_shoulder	grey_capelet	standing	black_belt	buckle	hand_on_own_face	bare_shoulders	black_pantyhose	detached_sleeves	medium_breasts	shoulder_cutout	cleavage_cutout	large_breasts	blue_nails	air_bubble	clothing_cutout	underwater	official_alternate_costume	white_scarf	cross_necklace	braid	navel	blush	nipples	stomach	collarbone	panties	nude	pussy
0	22						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	6						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	X	X	X	X	X	X
3	12						X	X		X		X			X	X							X		X				X														X	X	X	X	X
4	6						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
6	18						X	X		X		X	X		X	X		X			X				X																													X	X	X	X
7	12						X		X	X	X	X			X			X			X	X	X				X																X						X									X	X	X	X	X	X	X	X