CyberHarem/oosaki_amana_theidolmstershinycolors

Dataset of oosaki_amana/大崎甘奈 (THE iDOLM@STER: SHINY COLORS)

This is the dataset of oosaki_amana/大崎甘奈 (THE iDOLM@STER: SHINY COLORS), containing 500 images and their tags.

The core tags of this character are long_hair, bangs, brown_hair, yellow_eyes, breasts, medium_breasts, 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	978.68 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	500	475.79 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1311	1.04 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	500	815.27 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1311	1.66 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/oosaki_amana_theidolmstershinycolors',
    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	9						1girl, blush, cleavage, collarbone, looking_at_viewer, solo, bare_shoulders, necklace, long_sleeves, off-shoulder_sweater, sitting, closed_mouth, double_bun, dress, earrings, smile, swept_bangs
1	14						1girl, looking_at_viewer, solo, blush, smile, collarbone, white_background, closed_mouth, simple_background, upper_body, bare_shoulders, brown_eyes, cleavage, choker, heart, sleeveless, white_dress
2	12						1girl, looking_at_viewer, necktie, plaid_skirt, school_uniform, solo, pleated_skirt, blush, open_mouth, :d, long_sleeves, white_shirt, braid, simple_background, sweater, blazer, collared_shirt, outdoors, petals, red_hair, white_background
3	5						1girl, collarbone, eyewear_on_head, heart-shaped_eyewear, navel, red_bikini, sunglasses, black_choker, floral_print, looking_at_viewer, simple_background, solo, swept_bangs, blush, bracelet, cleavage, earrings, necklace, one_eye_closed, open_mouth, white_background, :d, bare_shoulders, groin, thighs
4	6						1girl, blush, gloves, looking_at_viewer, solo, white_coat, braid, open_mouth, smile, fur_hat, long_sleeves, snowing, white_headwear, winter_clothes, fur_trim, hat_bow, upper_body
5	5						1girl, blue_sky, blush, day, looking_at_viewer, navel, outdoors, solo, armpits, arms_up, cloud, midriff, arms_behind_head, cowboy_shot, hairband, :d, bikini_under_clothes, blue_shorts, brown_eyes, collarbone, denim_shorts, frills, hair_bow, open_mouth, ribbon, short_shorts, swept_bangs, tied_shirt
6	10						1girl, blush, looking_at_viewer, hair_ornament, obi, print_kimono, solo, floral_print, side_ponytail, sidelocks, hair_between_eyes, open_mouth, pink_kimono, wide_sleeves, :d, long_sleeves, yukata, blurry, swept_bangs, upper_body
7	5						1girl, blush, collarbone, looking_at_viewer, race_queen, solo, thigh_boots, thighhighs, black_choker, cleavage, hair_ribbon, holding_umbrella, navel, red_hair, belt, black_skirt, high_ponytail, miniskirt, open_mouth, smile, standing, swept_bangs, wrist_cuffs, bare_shoulders, black_footwear, full_body, ground_vehicle, hoop_earrings, midriff, mismatched_footwear, mismatched_legwear, motor_vehicle, nail_polish, official_alternate_costume, outdoors, sidelocks, sleeveless, tube_top

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	blush	cleavage	collarbone	looking_at_viewer	solo	bare_shoulders	necklace	long_sleeves	off-shoulder_sweater	sitting	closed_mouth	double_bun	dress	earrings	smile	swept_bangs	white_background	simple_background	upper_body	brown_eyes	choker	heart	sleeveless	white_dress	necktie	plaid_skirt	school_uniform	pleated_skirt	open_mouth	:d	white_shirt	braid	sweater	blazer	collared_shirt	outdoors	petals	red_hair	eyewear_on_head	heart-shaped_eyewear	navel	red_bikini	sunglasses	black_choker	floral_print	bracelet	one_eye_closed	groin	thighs	gloves	white_coat	fur_hat	snowing	white_headwear	winter_clothes	fur_trim	hat_bow	blue_sky	day	armpits	arms_up	cloud	midriff	arms_behind_head	cowboy_shot	hairband	bikini_under_clothes	blue_shorts	denim_shorts	frills	hair_bow	ribbon	short_shorts	tied_shirt	hair_ornament	obi	print_kimono	side_ponytail	sidelocks	hair_between_eyes	pink_kimono	wide_sleeves	yukata	blurry	race_queen	thigh_boots	thighhighs	hair_ribbon	holding_umbrella	belt	black_skirt	high_ponytail	miniskirt	standing	wrist_cuffs	black_footwear	full_body	ground_vehicle	hoop_earrings	mismatched_footwear	mismatched_legwear	motor_vehicle	nail_polish	official_alternate_costume	tube_top
0	9						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	14						X	X	X	X	X	X	X					X				X		X	X	X	X	X	X	X	X
2	12						X	X			X	X			X									X	X							X	X	X	X	X	X	X	X	X	X	X	X	X	X
3	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
4	6						X	X			X	X			X							X				X										X			X																		X	X	X	X	X	X	X	X
5	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
6	10						X	X			X	X			X								X			X										X	X															X																														X	X	X	X	X	X	X	X	X	X
7	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	X	X	X	X	X	X