CyberHarem/beatrix_granbluefantasy

Dataset of beatrix/べあとりくす (Granblue Fantasy)

This is the dataset of beatrix/べあとりくす (Granblue Fantasy), containing 386 images and their tags.

The core tags of this character are brown_hair, long_hair, breasts, ponytail, large_breasts, bangs, brown_eyes, hair_ornament, 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	386	473.99 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	386	302.21 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	875	602.68 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	386	431.96 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	875	809.09 MiB	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/beatrix_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	22						1girl, cleavage, smile, solo, looking_at_viewer, navel, open_mouth, blush, bare_shoulders, blue_bikini, sunglasses, eyewear_on_head, collarbone, thigh_strap, day, outdoors, sky, wrist_cuffs, ;d, green_eyes, one_eye_closed, asymmetrical_bangs
1	6						1girl, bare_shoulders, cleavage, looking_at_viewer, navel, solo, blush, simple_background, smile, blue_bikini, detached_collar, cowboy_shot, halterneck, open_mouth, swept_bangs, white_background
2	10						1girl, blush, looking_at_viewer, solo, cleavage, simple_background, tears, navel, white_background, open_mouth, torn_clothes, upper_body
3	6						1girl, blue_ribbon, hair_ribbon, looking_at_viewer, solo, upper_body, simple_background, white_background, asymmetrical_bangs, cleavage, armor, blush, medium_breasts, smile
4	5						1girl, armored_boots, cleavage, full_body, gauntlets, holding_sword, looking_at_viewer, midriff, navel, short_shorts, smile, solo, standing, thighhighs, belt, closed_mouth, simple_background, white_background, black_shorts, shoulder_armor, asymmetrical_bangs, floating_hair, gloves, green_eyes, medium_breasts, stomach, thigh_gap
5	29						1girl, solo, witch_hat, cleavage, looking_at_viewer, black_gloves, blush, detached_sleeves, bare_shoulders, navel, smile, halloween_costume, open_mouth, midriff, striped_thighhighs
6	5						1girl, blush, hetero, nipples, open_mouth, penis, sex, vaginal, 1boy, navel, solo_focus, spread_legs, collarbone, mosaic_censoring, white_background, arms_behind_back, asymmetrical_bangs, belt, boots, cum_in_mouth, cum_in_pussy, cum_on_breasts, facial, heavy_breathing, simple_background, tears, very_long_hair

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	cleavage	smile	solo	looking_at_viewer	navel	open_mouth	blush	bare_shoulders	blue_bikini	sunglasses	eyewear_on_head	collarbone	thigh_strap	day	outdoors	sky	wrist_cuffs	;d	green_eyes	one_eye_closed	asymmetrical_bangs	simple_background	detached_collar	cowboy_shot	halterneck	swept_bangs	white_background	tears	torn_clothes	upper_body	blue_ribbon	hair_ribbon	armor	medium_breasts	armored_boots	full_body	gauntlets	holding_sword	midriff	short_shorts	standing	thighhighs	belt	closed_mouth	black_shorts	shoulder_armor	floating_hair	gloves	stomach	thigh_gap	witch_hat	black_gloves	detached_sleeves	halloween_costume	striped_thighhighs	hetero	nipples	penis	sex	vaginal	1boy	solo_focus	spread_legs	mosaic_censoring	arms_behind_back	boots	cum_in_mouth	cum_in_pussy	cum_on_breasts	facial	heavy_breathing	very_long_hair
0	22						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	6						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	6						X	X	X	X	X			X														X	X					X			X	X	X	X	X
4	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
5	29						X	X	X	X	X	X	X	X	X																															X												X	X	X	X	X
6	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