CyberHarem/w_arknights

Dataset of w/W/W (Arknights)

This is the dataset of w/W/W (Arknights), containing 500 images and their tags.

The core tags of this character are horns, short_hair, grey_hair, breasts, demon_horns, medium_breasts, red_eyes, ahoge, tail, orange_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	Images-head	Images-others
raw	500	990.71 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--
stage3-p480-1200	1329	1.59 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	476	853

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/w_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	8						1girl, black_dress, looking_at_viewer, smile, solo, alternate_costume, bare_shoulders, antenna_hair, demon_tail, drinking_glass, bare_arms, feet_out_of_frame, holding_cup, indoors, large_breasts, chair, crossed_legs, demon_girl, multicolored_hair, necklace, sideboob, sitting, sleeveless_dress, black_pantyhose, nail_polish, parted_lips, red_nails, simple_background, table, tongue_out, white_background
1	6						1girl, demon_tail, looking_at_viewer, solo, alternate_costume, antennae, black_dress, cowboy_shot, simple_background, sleeveless_dress, white_background, bare_shoulders, grey_background, hair_bun, multicolored_hair, thighs, arm_strap, cleavage_cutout, closed_mouth, demon_girl, gradient_background, gradient_dress, nail_polish, red_dress, red_nails
2	13						1girl, black_jacket, looking_at_viewer, solo, upper_body, open_jacket, black_scarf, grey_shirt, multicolored_hair, simple_background, white_hair, smile, white_shirt, antenna_hair, closed_mouth, parted_lips, yellow_eyes
3	21						1girl, black_gloves, black_jacket, fingerless_gloves, open_jacket, solo, upper_body, looking_at_viewer, black_scarf, grey_shirt, parted_lips, simple_background, multicolored_hair, nail_polish, white_background, red_nails, grin, hand_up, antenna_hair, long_sleeves
4	10						1girl, black_jacket, black_skirt, cowboy_shot, grey_shirt, looking_at_viewer, miniskirt, open_jacket, solo, black_gloves, black_pantyhose, black_scarf, fingerless_gloves, white_background, simple_background, antenna_hair, demon_tail, long_sleeves, white_shirt, parted_lips, antennae, grin, nail_polish, open_mouth, red_nails
5	8						1girl, looking_at_viewer, open_jacket, solo, antennae, long_sleeves, antenna_hair, black_choker, cowboy_shot, parted_lips, black_shorts, crop_top, midriff, navel, official_alternate_costume, short_shorts, simple_background, standing, stomach, white_background, black_jacket, black_tank_top, cleavage, collarbone, hand_up, off_shoulder, black_belt, black_gloves, black_shirt, grin, holding, nail_polish, red_nails, yellow_jacket
6	5						1girl, black_gloves, black_jacket, black_scarf, grey_shirt, open_jacket, solo, upper_body, fingerless_gloves, looking_at_viewer, holding, nail_polish, red_nails, grey_background, grin, multicolored_hair, open_mouth, parted_lips, simple_background, teeth, weapon
7	6						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, looking_at_viewer, miniskirt, open_jacket, solo, cowboy_shot, grey_shirt, holding, nail_polish, red_nails, smile, white_shirt, open_mouth, remote_control, simple_background, white_hair, long_sleeves
8	5						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, red_nails, solo, cowboy_shot, demon_tail, grenade_launcher, grin, nail_polish, simple_background, white_background, yellow_eyes, antennae, holding_remote_control, parted_lips, standing, white_hair, from_behind, holding_gun, large_breasts, long_sleeves, looking_back, pleated_skirt
9	9						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, solo, smile, black_footwear, full_body, antennae, holding, shoes, white_background, gun, open_mouth, red_nails, simple_background, standing, demon_tail, nail_polish, remote_control
10	5						1girl, black_gloves, black_jacket, black_pantyhose, black_skirt, fingerless_gloves, looking_at_viewer, miniskirt, open_jacket, smile, solo, black_scarf, grey_shirt, parted_lips, black_footwear, grenade_launcher, nail_polish, red_nails, shoes, antennae, building, demon_girl, demon_tail, explosion, holding_gun, night, outdoors, remote_control, standing, white_hair
11	7						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, open_jacket, smile, solo, black_footwear, nail_polish, outdoors, red_nails, shoes, miniskirt, sitting, antennae, holding, multicolored_hair, parted_lips, scar_on_arm, sky, weapon
12	6						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, nail_polish, open_jacket, red_nails, solo, cowboy_shot, gun, holding, standing, antennae, building, large_breasts, long_sleeves, outdoors, smile, demon_tail, night, parted_lips, sky, white_hair
13	5						1girl, black_gloves, black_jacket, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, miniskirt, open_jacket, solo, black_pantyhose, black_scarf, smile, cowboy_shot, explosion, holding_remote_control, large_breasts, nail_polish, open_mouth, red_nails, white_hair, yellow_eyes
14	8						1girl, black_gloves, black_jacket, black_pantyhose, black_scarf, black_skirt, fingerless_gloves, grey_shirt, looking_at_viewer, open_jacket, smile, solo, black_footwear, miniskirt, nail_polish, red_nails, simple_background, shoes, sitting, white_background, demon_tail, full_body, antennae, holding, long_sleeves, scar_on_arm, white_shirt
15	9						1girl, black_gloves, demon_tail, official_alternate_costume, solo, black_headwear, demon_girl, looking_at_viewer, cleavage, hat, smile, dress, holding_mask, single_elbow_glove, torn_pantyhose, asymmetrical_gloves, black_footwear, black_pantyhose, multicolored_hair, thigh_boots, thighhighs, yellow_eyes, cowboy_shot
16	5						1girl, black_gloves, looking_at_viewer, shirt, solo, antennae, demon_tail, fingerless_gloves, grenade, holding, standing, black_pants, official_alternate_costume, white_hair, antenna_hair, black_footwear, black_jacket, boots, cape, closed_mouth, full_body, grey_background, long_sleeves, multicolored_hair, smile, weapon
17	5						black_shirt, short_sleeves, 1girl, antennae, official_alternate_costume, solo, black_footwear, black_pants, boots, outdoors, bandages, holding_knife, looking_at_viewer, sitting, snow, upper_body
18	6						1girl, black_jacket, black_pantyhose, black_skirt, large_breasts, looking_at_viewer, miniskirt, open_jacket, solo, bare_shoulders, grey_shirt, off_shoulder, sleeveless_shirt, smile, black_scarf, sitting, blush, cowboy_shot, simple_background, white_background

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_dress	looking_at_viewer	smile	solo	alternate_costume	bare_shoulders	antenna_hair	demon_tail	drinking_glass	bare_arms	feet_out_of_frame	holding_cup	indoors	large_breasts	chair	crossed_legs	demon_girl	multicolored_hair	necklace	sideboob	sitting	sleeveless_dress	black_pantyhose	nail_polish	parted_lips	red_nails	simple_background	table	tongue_out	white_background	antennae	cowboy_shot	grey_background	hair_bun	thighs	arm_strap	cleavage_cutout	closed_mouth	gradient_background	gradient_dress	red_dress	black_jacket	upper_body	open_jacket	black_scarf	grey_shirt	white_hair	white_shirt	yellow_eyes	black_gloves	fingerless_gloves	grin	hand_up	long_sleeves	black_skirt	miniskirt	open_mouth	black_choker	black_shorts	crop_top	midriff	navel	official_alternate_costume	short_shorts	standing	stomach	black_tank_top	cleavage	collarbone	off_shoulder	black_belt	black_shirt	holding	yellow_jacket	teeth	weapon	remote_control	grenade_launcher	holding_remote_control	from_behind	holding_gun	looking_back	pleated_skirt	black_footwear	full_body	shoes	gun	building	explosion	night	outdoors	scar_on_arm	sky	black_headwear	hat	dress	holding_mask	single_elbow_glove	torn_pantyhose	asymmetrical_gloves	thigh_boots	thighhighs	shirt	grenade	black_pants	boots	cape	short_sleeves	bandages	holding_knife	snow	sleeveless_shirt	blush
0	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	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	X	X
2	13						X		X	X	X			X											X							X		X											X				X	X	X	X	X	X	X	X
3	21						X		X		X			X											X						X	X	X	X			X												X	X	X	X	X				X	X	X	X	X
4	10						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	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	X	X	X	X	X	X	X	X	X
6	5						X		X		X														X						X	X	X	X						X									X	X	X	X	X				X	X	X					X																X		X	X
7	6						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		X	X	X	X		X	X	X									X													X	X	X	X	X	X
9	9						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
10	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	X	X	X
11	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
12	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
13	5						X		X	X	X										X									X	X		X						X										X		X	X	X	X		X	X	X				X	X	X																						X										X
14	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	X						X
15	9						X		X	X	X				X									X	X					X									X																	X	X													X					X																X										X	X	X	X	X	X	X	X	X
16	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
17	5						X		X		X																	X										X												X																				X									X												X							X														X	X		X	X	X	X
18	6						X		X	X	X		X								X							X		X				X			X		X										X		X	X	X									X	X														X																																										X	X