CyberHarem/vajra_granbluefantasy

Dataset of vajra (Granblue Fantasy)

This is the dataset of vajra (Granblue Fantasy), containing 435 images and their tags.

The core tags of this character are animal_ears, blonde_hair, short_hair, dog_ears, bangs, braid, hair_ornament, breasts, tail, dog_tail, dog_girl, small_breasts, yellow_eyes, brown_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	435	715.69 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	435	382.37 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1110	852.85 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	435	620.83 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1110	1.23 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/vajra_granbluefantasy',
    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	18						1girl, detached_sleeves, erune, katana, looking_at_viewer, shimenawa, solo, bare_shoulders, holding_sword, wide_sleeves, sheath, smile, open_mouth, simple_background, white_background, black_pantyhose, blush, pelvic_curtain, japanese_clothes
1	7						1girl, detached_sleeves, erune, looking_at_viewer, open_mouth, shimenawa, smile, solo, bare_shoulders, katana, pantyhose, wide_sleeves, blush, japanese_clothes, sheath
2	5						1girl, bare_shoulders, blush, detached_sleeves, erune, fang, looking_at_viewer, open_mouth, shimenawa, solo, wide_sleeves, :d, black_pantyhose, pelvic_curtain, white_background, claw_pose, japanese_clothes, simple_background
3	14						1girl, detached_sleeves, erune, looking_at_viewer, shimenawa, solo, wide_sleeves, bare_shoulders, black_pantyhose, blush, open_mouth, simple_background, white_background, japanese_clothes, pelvic_curtain, :d
4	6						1girl, bare_shoulders, detached_sleeves, erune, hair_flower, kimono, looking_at_viewer, smile, solo, blush, nail_polish, obi, red_nails, wide_sleeves, open_mouth, simple_background, white_background, claw_pose, petals, upper_body
5	8						1girl, bare_shoulders, blush, erune, kimono, looking_at_viewer, obi, solo, wide_sleeves, detached_sleeves, hair_flower, long_sleeves, open_mouth, :d, oil-paper_umbrella
6	7						1girl, erune, hair_flower, looking_at_viewer, open_mouth, solo, white_flower, blush, red_neckerchief, upper_body, collarbone, shirt, short_sleeves, white_sailor_collar, ;d, one_eye_closed, simple_background, white_background, :d, claw_pose, thick_eyebrows
7	5						1girl, blush, erune, hair_flower, hat, looking_at_viewer, navel, official_alternate_costume, sailor_collar, sleeveless, solo, white_headwear, blue_shorts, short_shorts, simple_background, white_background, :d, bare_shoulders, midriff, open_mouth, white_belt, wrist_scrunchie, thick_eyebrows, white_jacket
8	9						1girl, blue_shorts, hair_flower, hat, looking_at_viewer, midriff, navel, official_alternate_costume, open_mouth, sailor_collar, smile, solo, white_headwear, belt, blush, erune, wrist_scrunchie, blue_sky, day, outdoors, water, cloud, short_shorts, sleeveless_jacket, crop_top, one_eye_closed, wading
9	6						1girl, blush, erune, hetero, looking_at_viewer, open_mouth, penis, pussy, solo_focus, 1boy, pantyhose, spread_legs, torn_clothes, nipples, sex, sweat, tongue_out, vaginal, bar_censor, on_back, pubic_hair

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	detached_sleeves	erune	katana	looking_at_viewer	shimenawa	solo	bare_shoulders	holding_sword	wide_sleeves	sheath	smile	open_mouth	simple_background	white_background	black_pantyhose	blush	pelvic_curtain	japanese_clothes	pantyhose	fang	:d	claw_pose	hair_flower	kimono	nail_polish	obi	red_nails	petals	upper_body	long_sleeves	oil-paper_umbrella	white_flower	red_neckerchief	collarbone	shirt	short_sleeves	white_sailor_collar	;d	one_eye_closed	thick_eyebrows	hat	navel	official_alternate_costume	sailor_collar	sleeveless	white_headwear	blue_shorts	short_shorts	midriff	white_belt	wrist_scrunchie	white_jacket	belt	blue_sky	day	outdoors	water	cloud	sleeveless_jacket	crop_top	wading	hetero	penis	pussy	solo_focus	1boy	spread_legs	torn_clothes	nipples	sex	sweat	tongue_out	vaginal	bar_censor	on_back	pubic_hair
0	18						X	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	5						X	X	X		X	X	X	X		X			X	X	X	X	X	X	X		X	X	X
3	14						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	X	X	X
5	8						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
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
8	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
9	6						X		X		X								X				X			X																																											X	X	X	X	X	X	X	X	X	X	X	X	X	X	X