CyberHarem/amiya_arknights

Dataset of amiya/アーミヤ/阿米娅 (Arknights)

This is the dataset of amiya/アーミヤ/阿米娅 (Arknights), containing 500 images and their tags.

The core tags of this character are animal_ears, brown_hair, rabbit_ears, long_hair, blue_eyes, hair_between_eyes, sidelocks, ponytail, 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	Images-head	Images-others
raw	500	1.06 GiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--
stage3-p480-1200	1276	1.66 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	454	822

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/amiya_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, ascot, black_jacket, closed_mouth, long_sleeves, looking_at_viewer, open_jacket, solo, upper_body, multiple_rings, simple_background, white_shirt, white_background, hand_up, hood_down, blush, smile
1	8						1girl, blush, looking_at_viewer, solo, black_jacket, long_sleeves, upper_body, white_background, ascot, simple_background, open_mouth, white_shirt, :d, hood, multiple_rings, open_jacket, hand_up, holding
2	10						1girl, solo, upper_body, black_jacket, looking_at_viewer, long_sleeves, multiple_rings, open_jacket, parted_lips, white_shirt, blue_ascot, reaching_towards_viewer
3	22						1girl, ascot, black_jacket, long_sleeves, open_jacket, solo, white_shirt, looking_at_viewer, blue_skirt, black_pantyhose, multiple_rings, pleated_skirt, plaid_skirt, cowboy_shot, miniskirt, hooded_jacket, thumb_ring, closed_mouth, frills, clothes_writing, outstretched_arm, parted_lips
4	25						1girl, black_jacket, black_pantyhose, long_sleeves, open_jacket, solo, blue_skirt, full_body, white_shirt, pleated_skirt, shoes, plaid_skirt, black_footwear, looking_at_viewer, rabbit_girl, standing, multiple_rings, miniskirt, anklet, brown_pantyhose, closed_mouth, thighlet, blue_ascot, hooded_jacket, thumb_ring
5	18						1girl, solo, black_jacket, looking_at_viewer, open_jacket, holding_sword, black_pantyhose, white_shirt, blue_skirt, jewelry, long_sleeves, blue_ascot, closed_mouth, pleated_skirt, coat, hood, gauntlets, plaid_skirt
6	7						1girl, bare_shoulders, black_jacket, blue_skirt, brown_pantyhose, looking_at_viewer, off_shoulder, open_jacket, plaid_skirt, pleated_skirt, sleeveless_shirt, solo, white_shirt, black_pantyhose, blush, long_sleeves, miniskirt, cowboy_shot, blue_ascot, multiple_rings, parted_lips, standing, thighlet, white_background, closed_mouth, frills, hand_up, medium_breasts, neck_ring, open_mouth, small_breasts
7	9						1girl, black_jacket, blue_skirt, brown_pantyhose, long_sleeves, looking_at_viewer, open_jacket, sitting, solo, black_pantyhose, closed_mouth, plaid_skirt, white_shirt, smile, white_background, black_footwear, full_body, pleated_skirt, shoes, anklet, blue_ascot, blush, ring
8	29						1girl, black_jacket, solo, upper_body, looking_at_viewer, open_jacket, blue_ascot, closed_mouth, hooded_jacket, hood_down, white_shirt
9	20						1girl, bow_(music), holding_instrument, holding_violin, playing_instrument, solo, white_shirt, long_sleeves, black_jacket, black_pantyhose, blue_skirt, open_jacket, multiple_rings, pleated_skirt, closed_mouth, miniskirt, plaid_skirt, standing, blue_ascot, brown_pantyhose, closed_eyes, looking_at_viewer, outdoors, rabbit_girl, smile, cowboy_shot, hood
10	9						1girl, bow_(music), holding_instrument, holding_violin, playing_instrument, solo, alternate_costume, bare_shoulders, looking_at_viewer, rabbit_girl, black_dress, flower, multiple_rings, smile, black_pantyhose, closed_mouth, frills
11	13						1girl, solo, rabbit_girl, black_footwear, full_body, looking_at_viewer, black_dress, jewelry, bare_shoulders, closed_mouth, flower, standing, holding, off-shoulder_dress, official_alternate_costume, shoes
12	9						1girl, looking_at_viewer, solo, smile, bare_shoulders, black_dress, closed_mouth, flower, ribbon, cowboy_shot, jewelry, medium_breasts, official_alternate_costume, sleeveless_dress
13	16						1girl, solo, straw_hat, bare_shoulders, looking_at_viewer, ears_through_headwear, hat_flower, blush, off-shoulder_shirt, smile, blue_choker, official_alternate_costume, multiple_rings, pink_shirt, puffy_short_sleeves, red_flower, short_shorts, thighs, blue_shorts, closed_mouth, collarbone, day, navel, outdoors, thighlet, blue_sky, cloud, eyewear_on_headwear, holding, plaid_shirt, sitting, thigh_strap
14	9						1girl, chibi, white_background, animal_ear_fluff, black_jacket, simple_background, long_sleeves, solo, hooded_jacket, pantyhose, signature, ascot, blue_skirt, blush_stickers, closed_mouth, full_body, hood_down, looking_at_viewer, open_jacket, shadow, white_shirt
15	5						1girl, black_jacket, closed_mouth, headphones, holding_newspaper, long_sleeves, official_alternate_costume, solo, baseball_cap, black_headwear, ears_through_headwear, white_background, ascot, looking_at_viewer, multiple_rings, open_jacket, simple_background, chromatic_aberration, clothes_writing, rabbit_girl, thumb_ring, upper_body
16	8						1girl, ears_through_headwear, long_sleeves, official_alternate_costume, solo, headphones, black_coat, outdoors, bag, full_body, holding_newspaper, looking_at_viewer, multiple_rings, open_clothes, shoes, black_footwear, black_headwear, black_jacket, blue_headwear, closed_mouth, rabbit_girl, sky, ascot, baseball_cap, black_socks, building, standing, white_dress
17	5						1girl, long_sleeves, solo, backpack, baseball_cap, closed_mouth, ears_through_headwear, flower, official_alternate_costume, smile, white_coat, cowboy_shot, hand_in_pocket, looking_at_viewer, open_jacket, standing, white_headwear, white_jacket, white_shirt, holding, neckerchief, plant, skirt, thigh_strap, white_background, white_bag
18	7						1girl, hood_up, official_alternate_costume, rabbit_hood, solo, white_jacket, white_pants, hooded_jacket, long_sleeves, midriff, crop_top, navel, open_jacket, planet, space, white_gloves, white_shirt, looking_at_viewer, closed_mouth, cowboy_shot, medium_breasts, parted_lips

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	ascot	black_jacket	closed_mouth	long_sleeves	looking_at_viewer	open_jacket	solo	upper_body	multiple_rings	simple_background	white_shirt	white_background	hand_up	hood_down	blush	smile	open_mouth	:d	hood	holding	parted_lips	blue_ascot	reaching_towards_viewer	blue_skirt	black_pantyhose	pleated_skirt	plaid_skirt	cowboy_shot	miniskirt	hooded_jacket	thumb_ring	frills	clothes_writing	outstretched_arm	full_body	shoes	black_footwear	rabbit_girl	standing	anklet	brown_pantyhose	thighlet	holding_sword	jewelry	coat	gauntlets	bare_shoulders	off_shoulder	sleeveless_shirt	medium_breasts	neck_ring	small_breasts	sitting	ring	bow_(music)	holding_instrument	holding_violin	playing_instrument	closed_eyes	outdoors	alternate_costume	black_dress	flower	off-shoulder_dress	official_alternate_costume	ribbon	sleeveless_dress	straw_hat	ears_through_headwear	hat_flower	off-shoulder_shirt	blue_choker	pink_shirt	puffy_short_sleeves	red_flower	short_shorts	thighs	blue_shorts	collarbone	day	navel	blue_sky	cloud	eyewear_on_headwear	plaid_shirt	thigh_strap	chibi	animal_ear_fluff	pantyhose	signature	blush_stickers	shadow	headphones	holding_newspaper	baseball_cap	black_headwear	chromatic_aberration	black_coat	bag	open_clothes	blue_headwear	sky	black_socks	building	white_dress	backpack	white_coat	hand_in_pocket	white_headwear	white_jacket	neckerchief	plant	skirt	white_bag	hood_up	rabbit_hood	white_pants	midriff	crop_top	planet	space	white_gloves
0	8						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	8						X	X	X		X	X	X	X	X	X	X	X	X	X		X		X	X	X	X
2	10						X		X		X	X	X	X	X	X		X										X	X	X
3	22						X	X	X	X	X	X	X	X		X		X										X			X	X	X	X	X	X	X	X	X	X	X
4	25						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	18						X		X	X	X	X	X	X				X								X			X		X	X	X	X																X	X	X	X
6	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
7	9						X		X	X	X	X	X	X				X	X			X	X						X		X	X	X	X								X	X	X			X	X												X	X
8	29						X		X	X		X	X	X	X			X			X								X								X
9	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
10	9						X			X		X		X		X							X									X							X						X									X								X	X	X	X			X	X	X
11	13						X			X		X		X													X															X	X	X	X	X					X			X															X	X	X	X
12	9						X			X		X		X									X												X																X			X			X												X	X		X	X	X
13	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
14	9						X	X	X	X	X	X	X	X			X	X	X		X										X						X					X																																																				X	X	X	X	X	X
15	5						X	X	X	X	X	X	X	X	X	X	X		X																			X		X					X																											X				X																								X	X	X	X	X
16	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
17	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
18	7						X			X	X	X	X	X				X										X							X		X																				X															X																X																													X					X	X	X	X	X	X	X	X