CyberHarem/gravel_arknights

Dataset of gravel/グラベル/砾 (Arknights)

This is the dataset of gravel/グラベル/砾 (Arknights), containing 407 images and their tags.

The core tags of this character are animal_ears, pink_hair, long_hair, animal_ear_fluff, hair_between_eyes, breasts, brown_eyes, tail, very_long_hair, 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	Images-others	Images-head
raw	407	623.41 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--
stage3-p480-1200	1017	1.04 GiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	672	345

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/gravel_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	5						1girl, ahoge, barcode_tattoo, bare_shoulders, breastplate, off_shoulder, simple_background, smile, solo, white_background, black_jacket, blush, bright_pupils, closed_mouth, looking_at_viewer, open_jacket, shoulder_tattoo, upper_body, from_side, long_sleeves, pink_eyes
1	10						1girl, bare_shoulders, black_jacket, breastplate, looking_at_viewer, off_shoulder, open_jacket, simple_background, solo, upper_body, white_background, blush, long_sleeves, shirt, earpiece, headset, open_mouth, bright_pupils, infection_monitor_(arknights), :d, sleeveless
2	7						1girl, bare_shoulders, black_footwear, black_jacket, breastplate, long_sleeves, looking_at_viewer, off_shoulder, open_jacket, simple_background, solo, brown_thighhighs, high_heel_boots, smile, white_background, barcode_tattoo, blush, parted_lips, shoulder_tattoo, sitting, black_thighhighs, knee_boots, torn_thighhighs, covered_navel, red_eyes, thighs, white_leotard
3	9						1girl, blush, large_breasts, navel, nipples, pussy, solo, looking_at_viewer, completely_nude, open_mouth, spread_legs, pillow, smile, uncensored, anus, on_bed, pink_eyes, barcode_tattoo, on_back, sweat
4	27						1boy, 1girl, blush, hetero, nipples, sex, vaginal, large_breasts, solo_focus, spread_legs, penis, navel, cum_in_pussy, completely_nude, barcode_tattoo, girl_on_top, uncensored, looking_at_viewer, open_mouth, sweat, dark_skin, lactation, smile, tongue_out, cowgirl_position, cum_overflow, pov, heart-shaped_pupils, mouse_ears, mouse_girl, shoulder_tattoo
5	7						1girl, black_gloves, black_headwear, black_shirt, black_shorts, cowboy_shot, high-waist_shorts, long_sleeves, looking_at_viewer, medium_breasts, necklace, official_alternate_costume, smile, solo, simple_background, thigh_strap, white_background, white_cape, belt, orange_eyes, blush, cabbie_hat
6	8						1girl, black_footwear, black_headwear, black_shirt, black_shorts, long_sleeves, looking_at_viewer, official_alternate_costume, smile, solo, thigh_strap, white_cape, black_gloves, high-waist_shorts, kneehighs, orange_eyes, black_socks, high_heels, necklace, simple_background, belt, dark-skinned_female, full_body, medium_breasts, white_background, sitting, cabbie_hat, character_name, standing

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	ahoge	barcode_tattoo	bare_shoulders	breastplate	off_shoulder	simple_background	smile	solo	white_background	black_jacket	blush	bright_pupils	closed_mouth	looking_at_viewer	open_jacket	shoulder_tattoo	upper_body	from_side	long_sleeves	pink_eyes	shirt	earpiece	headset	open_mouth	infection_monitor_(arknights)	:d	sleeveless	black_footwear	brown_thighhighs	high_heel_boots	parted_lips	sitting	black_thighhighs	knee_boots	torn_thighhighs	covered_navel	red_eyes	thighs	white_leotard	large_breasts	navel	nipples	pussy	completely_nude	spread_legs	pillow	uncensored	anus	on_bed	on_back	sweat	1boy	hetero	sex	vaginal	solo_focus	penis	cum_in_pussy	girl_on_top	dark_skin	lactation	tongue_out	cowgirl_position	cum_overflow	pov	heart-shaped_pupils	mouse_ears	mouse_girl	black_gloves	black_headwear	black_shirt	black_shorts	cowboy_shot	high-waist_shorts	medium_breasts	necklace	official_alternate_costume	thigh_strap	white_cape	belt	orange_eyes	cabbie_hat	kneehighs	black_socks	high_heels	dark-skinned_female	full_body	character_name	standing
0	5						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	10						X			X	X	X	X		X	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	X	X	X	X	X	X	X	X	X	X	X
3	9						X		X					X	X			X			X						X				X																X	X	X	X	X	X	X	X	X	X	X	X
4	27						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
5	7						X						X	X	X	X		X			X					X																																																		X	X	X	X	X	X	X	X	X	X	X	X	X	X
6	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