CyberHarem/ishtar_fgo

Dataset of ishtar/イシュタル/伊什塔尔 (Fate/Grand Order)

This is the dataset of ishtar/イシュタル/伊什塔尔 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are long_hair, black_hair, two_side_up, red_eyes, earrings, breasts, ribbon, hoop_earrings, hair_ribbon, parted_bangs, 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	894.31 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	500	764.58 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1307	1.42 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/ishtar_fgo',
    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	6						1girl, bare_shoulders, crown, jewelry, long_legs, looking_at_viewer, single_thighhigh, smile, solo, uneven_legwear, sitting, armlet, barefoot, detached_sleeves, toeless_legwear, navel
1	16						1girl, bare_shoulders, looking_at_viewer, single_thighhigh, smile, solo, uneven_legwear, detached_sleeves, long_legs, uneven_sleeves, armlet, black_thighhighs, crown, navel, cleavage, sitting, anklet, closed_mouth, neck_ring
2	8						1girl, bare_shoulders, cleavage, neck_ring, single_thighhigh, solo, tiara, uneven_legwear, uneven_sleeves, armlet, black_thighhighs, looking_at_viewer, smile, closed_mouth, navel, single_detached_sleeve, sitting, barefoot, long_legs, toeless_legwear, bridal_gauntlets, mismatched_bikini
3	5						1girl, armlet, barefoot, long_legs, looking_at_viewer, single_detached_sleeve, single_thighhigh, solo, uneven_legwear, uneven_sleeves, very_long_hair, anklet, bare_shoulders, navel, neck_ring, black_thighhighs, cleavage, full_body, mismatched_bikini, open_mouth, toeless_legwear, :d
4	11						1girl, anklet, bare_shoulders, long_legs, looking_at_viewer, single_thighhigh, solo, toeless_legwear, uneven_legwear, armlet, barefoot, feet, uneven_sleeves, single_detached_sleeve, smile, toes, black_thighhighs, soles, ass, bikini, neck_ring, sky, cloud, single_elbow_glove, open_mouth
5	9						1girl, bare_shoulders, cleavage, looking_at_viewer, navel, single_detached_sleeve, solo, blush, collarbone, cowboy_shot, hair_bow, neck_ring, stomach, uneven_sleeves, very_long_hair, armlet, black_bow, closed_mouth, detached_collar, strapless, tiara, mismatched_bikini, smile, white_bikini, gold_trim, black_bikini, hand_on_own_hip, hand_up, simple_background, white_background
6	21						1girl, looking_at_viewer, smile, solo, jewelry, long_sleeves, blush, pink_jacket, closed_mouth, white_one-piece_swimsuit, day, outdoors, pink_thighhighs, single_thighhigh, blue_sky, collarbone, cloud, bow, checkered_flag, crown, fur-trimmed_hood, holding_flag, swimsuit_under_clothes
7	14						1girl, jewelry, obi, solo, floral_print, looking_at_viewer, wide_sleeves, long_sleeves, red_kimono, black_gloves, hair_ornament, blush, holding_umbrella, print_kimono, hair_bow, black_bow, flower, oil-paper_umbrella, parted_lips, simple_background, smile, white_background
8	8						1girl, bare_shoulders, smile, solo, two-tone_hair, cropped_vest, fingerless_gloves, jewelry, looking_at_viewer, midriff, navel, yellow_gloves, yellow_vest, belt, short_shorts, yellow_shorts, blush, collarbone, open_vest, bandaid, very_long_hair, bandeau, black_ribbon, buckle, cleavage, hand_on_own_hip, holding, katana, sheath, stomach, thigh_strap, white_background
9	6						1girl, black_bodysuit, horns, solo, two-tone_hair, very_long_hair, cleavage_cutout, katana, looking_at_viewer, sheath, belt, closed_mouth, holding_sword, small_breasts

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	bare_shoulders	crown	jewelry	long_legs	looking_at_viewer	single_thighhigh	smile	solo	uneven_legwear	sitting	armlet	barefoot	detached_sleeves	toeless_legwear	navel	uneven_sleeves	black_thighhighs	cleavage	anklet	closed_mouth	neck_ring	tiara	single_detached_sleeve	bridal_gauntlets	mismatched_bikini	very_long_hair	full_body	open_mouth	:d	feet	toes	soles	ass	bikini	sky	cloud	single_elbow_glove	blush	collarbone	cowboy_shot	hair_bow	stomach	black_bow	detached_collar	strapless	white_bikini	gold_trim	black_bikini	hand_on_own_hip	hand_up	simple_background	white_background	long_sleeves	pink_jacket	white_one-piece_swimsuit	day	outdoors	pink_thighhighs	blue_sky	bow	checkered_flag	fur-trimmed_hood	holding_flag	swimsuit_under_clothes	obi	floral_print	wide_sleeves	red_kimono	black_gloves	hair_ornament	holding_umbrella	print_kimono	flower	oil-paper_umbrella	parted_lips	two-tone_hair	cropped_vest	fingerless_gloves	midriff	yellow_gloves	yellow_vest	belt	short_shorts	yellow_shorts	open_vest	bandaid	bandeau	black_ribbon	buckle	holding	katana	sheath	thigh_strap	black_bodysuit	horns	cleavage_cutout	holding_sword	small_breasts
0	6						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	16						X	X	X		X	X	X	X	X	X	X	X		X		X	X	X	X	X	X	X
2	8						X	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
4	11						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	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	X	X	X
6	21						X		X	X		X	X	X	X												X																X		X	X														X	X	X	X	X	X	X	X	X	X	X	X
7	14						X			X		X		X	X																														X			X		X								X	X	X												X	X	X	X	X	X	X	X	X	X	X
8	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
9	6						X					X			X												X						X																																																		X						X									X	X		X	X	X	X	X