CyberHarem/fiammetta_arknights

Dataset of fiammetta/フィアメッタ/菲亚梅塔 (Arknights)

This is the dataset of fiammetta/フィアメッタ/菲亚梅塔 (Arknights), containing 447 images and their tags.

The core tags of this character are red_hair, short_hair, red_eyes, breasts, bird_ears, animal_ears, hair_between_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
raw	447	883.77 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	447	736.71 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1125	1.39 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/fiammetta_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_jacket, collared_shirt, id_card, looking_at_viewer, open_jacket, red_necktie, solo, white_background, white_shirt, black_skirt, high-waist_skirt, simple_background, upper_body, medium_breasts, off_shoulder, parted_lips, closed_mouth
1	7						1girl, black_jacket, closed_mouth, collared_shirt, looking_at_viewer, open_jacket, red_necktie, solo, upper_body, white_shirt, simple_background, white_background, cropped_torso, multicolored_hair, bright_pupils
2	7						1girl, black_jacket, red_necktie, solo, upper_body, white_shirt, collared_shirt, looking_at_viewer, open_jacket, black_background, closed_mouth, fire, off_shoulder, black_gloves, medium_breasts, suspenders
3	20						1girl, black_jacket, black_skirt, open_jacket, red_necktie, solo, white_shirt, black_gloves, collared_shirt, high-waist_skirt, looking_at_viewer, holding_gun, cowboy_shot, fire, medium_breasts, id_card, frilled_skirt, off_shoulder, parted_lips
4	25						1girl, black_jacket, black_skirt, open_jacket, solo, white_shirt, collared_shirt, red_necktie, black_gloves, high-waist_skirt, holding_gun, looking_at_viewer, black_footwear, bird_tail, standing, frilled_skirt, knee_boots, full_body, id_card, thigh_strap, bird_girl, fire, medium_breasts, off_shoulder, simple_background, white_background
5	16						midriff, navel, pointy_hair, stomach, 1girl, bandeau, looking_at_viewer, solo, tube_top, white_headwear, official_alternate_costume, hat, suspenders, black_pants, off_shoulder, open_jacket, bandana, black_gloves, fingerless_gloves, long_sleeves, tail, bare_shoulders, necklace, single_bare_shoulder, cowboy_shot, simple_background, standing
6	6						1girl, red_cape, solo, white_shirt, holding_sword, looking_at_viewer, red_skirt, gloves, armor, boots, simple_background

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	black_jacket	collared_shirt	id_card	looking_at_viewer	open_jacket	red_necktie	solo	white_background	white_shirt	black_skirt	high-waist_skirt	simple_background	upper_body	medium_breasts	off_shoulder	parted_lips	closed_mouth	cropped_torso	multicolored_hair	bright_pupils	black_background	fire	black_gloves	suspenders	holding_gun	cowboy_shot	frilled_skirt	black_footwear	bird_tail	standing	knee_boots	full_body	thigh_strap	bird_girl	midriff	navel	pointy_hair	stomach	bandeau	tube_top	white_headwear	official_alternate_costume	hat	black_pants	bandana	fingerless_gloves	long_sleeves	tail	bare_shoulders	necklace	single_bare_shoulder	red_cape	holding_sword	red_skirt	gloves	armor	boots
0	12						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	7						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
3	20						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	X
5	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
6	6						X				X			X		X			X																																								X	X	X	X	X	X