metadata

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

Dataset of schwarz/シュヴァルツ/黑 (Arknights)

This is the dataset of schwarz/シュヴァルツ/黑 (Arknights), containing 500 images and their tags.

The core tags of this character are animal_ears, long_hair, cat_ears, grey_hair, yellow_eyes, breasts, bangs, ponytail, large_breasts, hair_between_eyes, tail, cat_tail, 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	500	1.00 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	451.89 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1353	1.03 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	836.53 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1353	1.64 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/schwarz_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	Tags
0	32	1girl, official_alternate_costume, long_sleeves, solo, looking_at_viewer, black_headwear, white_pants, black_jacket, ears_through_headwear, thigh_strap, headset, tight_pants, cat_girl, cabbie_hat, simple_background, closed_mouth, sitting, white_background
1	6	1girl, black_scarf, cleavage, looking_at_viewer, simple_background, solo, upper_body, white_background, white_jacket, open_jacket, hair_over_one_eye, closed_mouth, medium_breasts
2	5	1girl, black_scarf, cleavage, crop_top, grey_background, hand_up, looking_at_viewer, midriff, navel, open_jacket, solo, stomach, upper_body, long_sleeves, medium_breasts, simple_background, white_jacket, closed_mouth, hair_over_one_eye, white_background, animal_ear_fluff, eyes_visible_through_hair, see-through
3	21	1girl, black_scarf, black_shorts, crop_top, long_sleeves, midriff, navel, open_jacket, short_shorts, solo, stomach, white_jacket, cleavage, looking_at_viewer, see-through, simple_background, thighs, white_background, animal_ear_fluff, cowboy_shot, hair_over_one_eye, off_shoulder, sitting
4	18	1girl, black_shorts, crop_top, long_sleeves, midriff, navel, open_jacket, short_shorts, solo, white_jacket, black_scarf, holding_weapon, looking_at_viewer, stomach, cleavage, crossbow, thighs, medium_breasts, see-through, cowboy_shot, bare_shoulders, off_shoulder
5	8	1girl, black_scarf, black_shorts, cleavage, crop_top, looking_at_viewer, midriff, navel, short_shorts, stomach, thighs, white_background, cowboy_shot, simple_background, solo, bare_shoulders, sleeveless, standing, thigh_strap, arm_up, armpits, hand_up, bare_arms, blush, crossbow, hair_over_one_eye, holding_weapon
6	5	1girl, bare_shoulders, black_bra, black_panties, cleavage, looking_at_viewer, navel, solo, stomach, underwear_only, bare_arms, thighs, blush, cowboy_shot, lingerie, armpits, arms_up, black_hair, cat_girl, collarbone, sitting
7	20	1girl, bare_shoulders, official_alternate_costume, solo, bell, fake_antlers, looking_at_viewer, bandeau, off_shoulder, tube_top, black_thighhighs, black_shorts, short_shorts, hair_bow, long_sleeves, open_jacket, animal_ear_fluff, black_gloves, fingerless_gloves, red_shirt, simple_background, thighs, white_scarf, blush, cleavage, sitting, pink_jacket, white_background
8	17	1girl, nipples, navel, blush, looking_at_viewer, mosaic_censoring, stomach, 1boy, hetero, penis, sweat, animal_ear_fluff, open_mouth, sex, solo_focus, vaginal, spread_legs, thighs, completely_nude, collarbone, cum_in_pussy
9	10	1girl, black_bikini, looking_at_viewer, solo, thighs, bare_shoulders, eyewear_on_head, sunglasses, thigh_strap, black_choker, cleavage, cloud, navel, outdoors, blue_sky, blush, cowboy_shot, day, ocean, parted_lips, sitting, stomach, arm_up, beach, collarbone, jacket, see-through, side-tie_bikini_bottom, tinted_eyewear, wet
10	30	1girl, solo, bare_shoulders, black_dress, looking_at_viewer, sleeveless_dress, alternate_costume, cleavage, black_choker, bare_arms, thigh_strap, holding, drinking_glass, spaghetti_strap, sitting, simple_background
11	14	bare_shoulders, 1girl, alternate_costume, looking_at_viewer, solo, cat_girl, red_dress, black_pantyhose, ass, backless_dress, extra_ears, sideboob, single_hair_bun, tail_through_clothes, animal_ear_fluff, closed_mouth, earrings, simple_background, thighband_pantyhose, looking_back, sidelocks, white_background, black_hair, from_behind, bare_back, black_footwear, black_gloves, clothing_cutout, high_heels, sitting, strapless
12	5	1girl, black_dress, looking_at_viewer, maid_headdress, solo, enmaided, simple_background, white_apron, white_background, cowboy_shot, cleavage, frilled_apron, frilled_dress, maid_apron, puffy_short_sleeves, standing, thigh_strap, thighhighs, waist_apron

Table Version

#	Samples	1girl	official_alternate_costume	long_sleeves	solo	looking_at_viewer	black_headwear	white_pants	black_jacket	ears_through_headwear	thigh_strap	headset	tight_pants	cat_girl	cabbie_hat	simple_background	closed_mouth	sitting	white_background	black_scarf	cleavage	upper_body	white_jacket	open_jacket	hair_over_one_eye	medium_breasts	crop_top	grey_background	hand_up	midriff	navel	stomach	animal_ear_fluff	eyes_visible_through_hair	see-through	black_shorts	short_shorts	thighs	cowboy_shot	off_shoulder	holding_weapon	crossbow	bare_shoulders	sleeveless	standing	arm_up	armpits	bare_arms	blush	black_bra	black_panties	underwear_only	lingerie	arms_up	black_hair	collarbone	bell	fake_antlers	bandeau	tube_top	black_thighhighs	hair_bow	black_gloves	fingerless_gloves	red_shirt	white_scarf	pink_jacket	nipples	mosaic_censoring	1boy	hetero	penis	sweat	open_mouth	sex	solo_focus	vaginal	spread_legs	completely_nude	cum_in_pussy	black_bikini	eyewear_on_head	sunglasses	black_choker	cloud	outdoors	blue_sky	day	ocean	parted_lips	beach	jacket	side-tie_bikini_bottom	tinted_eyewear	wet	black_dress	sleeveless_dress	alternate_costume	holding	drinking_glass	spaghetti_strap	red_dress	black_pantyhose	ass	backless_dress	extra_ears	sideboob	single_hair_bun	tail_through_clothes	earrings	thighband_pantyhose	looking_back	sidelocks	from_behind	bare_back	black_footwear	clothing_cutout	high_heels	strapless	maid_headdress	enmaided	white_apron	frilled_apron	frilled_dress	maid_apron	puffy_short_sleeves	thighhighs	waist_apron
0	32	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
2	5	X		X	X	X										X	X		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	X	X	X
4	18	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
6	5	X			X	X								X				X			X										X	X						X	X				X				X	X	X	X	X	X	X	X	X	X
7	20	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
8	17	X				X																									X	X	X					X											X							X												X	X	X	X	X	X	X	X	X	X	X	X	X
9	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	X	X	X	X	X
10	30	X			X	X					X					X		X			X																						X					X																																				X												X	X	X	X	X	X
11	14	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
12	5	X			X	X					X					X			X		X																		X						X																																																			X																								X	X	X	X	X	X	X	X	X

#	Samples	1girl	official_alternate_costume	long_sleeves	solo	looking_at_viewer	black_headwear	white_pants	black_jacket	ears_through_headwear	thigh_strap	headset	tight_pants	cat_girl	cabbie_hat	simple_background	closed_mouth	sitting	white_background	black_scarf	cleavage	upper_body	white_jacket	open_jacket	hair_over_one_eye	medium_breasts	crop_top	grey_background	hand_up	midriff	navel	stomach	animal_ear_fluff	eyes_visible_through_hair	see-through	black_shorts	short_shorts	thighs	cowboy_shot	off_shoulder	holding_weapon	crossbow	bare_shoulders	sleeveless	standing	arm_up	armpits	bare_arms	blush	black_bra	black_panties	underwear_only	lingerie	arms_up	black_hair	collarbone	bell	fake_antlers	bandeau	tube_top	black_thighhighs	hair_bow	black_gloves	fingerless_gloves	red_shirt	white_scarf	pink_jacket	nipples	mosaic_censoring	1boy	hetero	penis	sweat	open_mouth	sex	solo_focus	vaginal	spread_legs	completely_nude	cum_in_pussy	black_bikini	eyewear_on_head	sunglasses	black_choker	cloud	outdoors	blue_sky	day	ocean	parted_lips	beach	jacket	side-tie_bikini_bottom	tinted_eyewear	wet	black_dress	sleeveless_dress	alternate_costume	holding	drinking_glass	spaghetti_strap	red_dress	black_pantyhose	ass	backless_dress	extra_ears	sideboob	single_hair_bun	tail_through_clothes	earrings	thighband_pantyhose	looking_back	sidelocks	from_behind	bare_back	black_footwear	clothing_cutout	high_heels	strapless	maid_headdress	enmaided	white_apron	frilled_apron	frilled_dress	maid_apron	puffy_short_sleeves	thighhighs	waist_apron
0	32	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
2	5	X		X	X	X										X	X		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	X	X	X
4	18	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
6	5	X			X	X								X				X			X										X	X						X	X				X				X	X	X	X	X	X	X	X	X	X
7	20	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
8	17	X				X																									X	X	X					X											X							X												X	X	X	X	X	X	X	X	X	X	X	X	X
9	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	X	X	X	X	X
10	30	X			X	X					X					X		X			X																						X					X																																				X												X	X	X	X	X	X
11	14	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
12	5	X			X	X					X					X			X		X																		X						X																																																			X																								X	X	X	X	X	X	X	X	X

#	Samples	1girl	official_alternate_costume	long_sleeves	solo	looking_at_viewer	black_headwear	white_pants	black_jacket	ears_through_headwear	thigh_strap	headset	tight_pants	cat_girl	cabbie_hat	simple_background	closed_mouth	sitting	white_background	black_scarf	cleavage	upper_body	white_jacket	open_jacket	hair_over_one_eye	medium_breasts	crop_top	grey_background	hand_up	midriff	navel	stomach	animal_ear_fluff	eyes_visible_through_hair	see-through	black_shorts	short_shorts	thighs	cowboy_shot	off_shoulder	holding_weapon	crossbow	bare_shoulders	sleeveless	standing	arm_up	armpits	bare_arms	blush	black_bra	black_panties	underwear_only	lingerie	arms_up	black_hair	collarbone	bell	fake_antlers	bandeau	tube_top	black_thighhighs	hair_bow	black_gloves	fingerless_gloves	red_shirt	white_scarf	pink_jacket	nipples	mosaic_censoring	1boy	hetero	penis	sweat	open_mouth	sex	solo_focus	vaginal	spread_legs	completely_nude	cum_in_pussy	black_bikini	eyewear_on_head	sunglasses	black_choker	cloud	outdoors	blue_sky	day	ocean	parted_lips	beach	jacket	side-tie_bikini_bottom	tinted_eyewear	wet	black_dress	sleeveless_dress	alternate_costume	holding	drinking_glass	spaghetti_strap	red_dress	black_pantyhose	ass	backless_dress	extra_ears	sideboob	single_hair_bun	tail_through_clothes	earrings	thighband_pantyhose	looking_back	sidelocks	from_behind	bare_back	black_footwear	clothing_cutout	high_heels	strapless	maid_headdress	enmaided	white_apron	frilled_apron	frilled_dress	maid_apron	puffy_short_sleeves	thighhighs	waist_apron
0	32	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
2	5	X		X	X	X										X	X		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	X	X	X
4	18	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
6	5	X			X	X								X				X			X										X	X						X	X				X				X	X	X	X	X	X	X	X	X	X
7	20	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
8	17	X				X																									X	X	X					X											X							X												X	X	X	X	X	X	X	X	X	X	X	X	X
9	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	X	X	X	X	X
10	30	X			X	X					X					X		X			X																						X					X																																				X												X	X	X	X	X	X
11	14	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
12	5	X			X	X					X					X			X		X																		X						X																																																			X																								X	X	X	X	X	X	X	X	X

#	Samples	1girl	official_alternate_costume	long_sleeves	solo	looking_at_viewer	black_headwear	white_pants	black_jacket	ears_through_headwear	thigh_strap	headset	tight_pants	cat_girl	cabbie_hat	simple_background	closed_mouth	sitting	white_background	black_scarf	cleavage	upper_body	white_jacket	open_jacket	hair_over_one_eye	medium_breasts	crop_top	grey_background	hand_up	midriff	navel	stomach	animal_ear_fluff	eyes_visible_through_hair	see-through	black_shorts	short_shorts	thighs	cowboy_shot	off_shoulder	holding_weapon	crossbow	bare_shoulders	sleeveless	standing	arm_up	armpits	bare_arms	blush	black_bra	black_panties	underwear_only	lingerie	arms_up	black_hair	collarbone	bell	fake_antlers	bandeau	tube_top	black_thighhighs	hair_bow	black_gloves	fingerless_gloves	red_shirt	white_scarf	pink_jacket	nipples	mosaic_censoring	1boy	hetero	penis	sweat	open_mouth	sex	solo_focus	vaginal	spread_legs	completely_nude	cum_in_pussy	black_bikini	eyewear_on_head	sunglasses	black_choker	cloud	outdoors	blue_sky	day	ocean	parted_lips	beach	jacket	side-tie_bikini_bottom	tinted_eyewear	wet	black_dress	sleeveless_dress	alternate_costume	holding	drinking_glass	spaghetti_strap	red_dress	black_pantyhose	ass	backless_dress	extra_ears	sideboob	single_hair_bun	tail_through_clothes	earrings	thighband_pantyhose	looking_back	sidelocks	from_behind	bare_back	black_footwear	clothing_cutout	high_heels	strapless	maid_headdress	enmaided	white_apron	frilled_apron	frilled_dress	maid_apron	puffy_short_sleeves	thighhighs	waist_apron
0	32	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
2	5	X		X	X	X										X	X		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	X	X	X
4	18	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
6	5	X			X	X								X				X			X										X	X						X	X				X				X	X	X	X	X	X	X	X	X	X
7	20	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
8	17	X				X																									X	X	X					X											X							X												X	X	X	X	X	X	X	X	X	X	X	X	X
9	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	X	X	X	X	X
10	30	X			X	X					X					X		X			X																						X					X																																				X												X	X	X	X	X	X
11	14	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
12	5	X			X	X					X					X			X		X																		X						X																																																			X																								X	X	X	X	X	X	X	X	X