README.md

metadata

license: mit
task_categories:
  - text-to-image
tags:
  - art
  - not-for-all-audiences
size_categories:
  - n<1K

Dataset of gavial/ガヴィル/嘉维尔 (Arknights)

This is the dataset of gavial/ガヴィル/嘉维尔 (Arknights), containing 430 images and their tags.

The core tags of this character are green_hair, long_hair, pointy_ears, yellow_eyes, bangs, breasts, hair_between_eyes, tail, antenna_hair, crocodilian_tail, ponytail, 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	430	809.95 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	430	378.17 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	1109	846.69 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	430	672.26 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1109	1.29 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/gavial_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	15						1girl, hair_ornament, looking_at_viewer, solo, black_dress, detached_sleeves, holding_staff, bare_shoulders, black_footwear, boots, green_socks, grin, simple_background, white_background, sitting, jacket, long_sleeves, pouch, sidelocks, standing
1	5						1girl, hair_ornament, shirt, solo, black_gloves, cowboy_shot, looking_at_viewer, black_shorts, grin, infection_monitor_(arknights), jacket, short_sleeves, sidelocks, black_dress, simple_background, teeth
2	8						1girl, belt, black_shirt, cowboy_shot, crop_top, long_sleeves, midriff, navel, official_alternate_costume, open_jacket, oripathy_lesion_(arknights), solo, stomach, black_shorts, green_jacket, :d, black_gloves, holding, looking_at_viewer, open_mouth, short_shorts, very_long_hair, fingerless_gloves, simple_background, standing, teeth, white_background, pouch, staff
3	10						1girl, black_footwear, black_gloves, crop_top, looking_at_viewer, midriff, navel, official_alternate_costume, short_shorts, solo, stomach, black_shirt, black_shorts, green_jacket, holding, open_jacket, belt, long_sleeves, thigh_boots, thigh_strap, fingerless_gloves, oripathy_lesion_(arknights), simple_background, thighs, white_background, full_body, pouch, very_long_hair, standing, thighhighs_under_boots, grin, staff, weapon, white_thighhighs
4	17						1girl, crop_top, goggles_on_head, midriff, solo, black_gloves, elbow_gloves, looking_at_viewer, navel, stomach, cowboy_shot, cleavage, fingerless_gloves, mask_around_neck, bare_shoulders, simple_background, very_long_hair, white_background, smile, standing, thighs, holding, oripathy_lesion_(arknights), black_shorts, torn_clothes, large_breasts
5	5						1girl, bare_shoulders, black_gloves, cleavage, elbow_gloves, fingerless_gloves, goggles_on_head, midriff, navel, oripathy_lesion_(arknights), solo, stomach, torn_clothes, crop_top, looking_at_viewer, tattoo, cowboy_shot, large_breasts, mask_around_neck, thighs, open_mouth, smile, thighhighs, tongue_out
6	5						1girl, black_gloves, blue_sky, day, mask_around_neck, midriff, navel, oripathy_lesion_(arknights), outdoors, solo, stomach, bare_shoulders, cowboy_shot, elbow_gloves, goggles_on_head, looking_at_viewer, official_alternate_costume, standing, cleavage, crop_top, fingerless_gloves, grin, hand_on_hip, very_long_hair, holding, parted_lips
7	46						official_alternate_costume, 1girl, solo, bare_shoulders, stomach, underboob, navel, visor_cap, looking_at_viewer, thighs, smile, cowboy_shot, black_bikini, standing, open_clothes, thigh_strap, holding_cup, off_shoulder
8	13						1girl, hat, navel, white_headwear, long_sleeves, looking_at_viewer, open_jacket, solo, smile, stomach, eyewear_on_head, shorts, sunglasses, cleavage, blue_bikini, collarbone, official_alternate_costume, sitting, outdoors

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	hair_ornament	looking_at_viewer	solo	black_dress	detached_sleeves	holding_staff	bare_shoulders	black_footwear	boots	green_socks	grin	simple_background	white_background	sitting	jacket	long_sleeves	pouch	sidelocks	standing	shirt	black_gloves	cowboy_shot	black_shorts	infection_monitor_(arknights)	short_sleeves	teeth	belt	black_shirt	crop_top	midriff	navel	official_alternate_costume	open_jacket	oripathy_lesion_(arknights)	stomach	green_jacket	:d	holding	open_mouth	short_shorts	very_long_hair	fingerless_gloves	staff	thigh_boots	thigh_strap	thighs	full_body	thighhighs_under_boots	weapon	white_thighhighs	goggles_on_head	elbow_gloves	cleavage	mask_around_neck	smile	torn_clothes	large_breasts	tattoo	thighhighs	tongue_out	blue_sky	day	outdoors	hand_on_hip	parted_lips	underboob	visor_cap	black_bikini	open_clothes	holding_cup	off_shoulder	hat	white_headwear	eyewear_on_head	shorts	sunglasses	blue_bikini	collarbone
0	15						X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X	X
1	5						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	X	X	X	X	X	X	X
3	10						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
4	17						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	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
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
7	46						X		X	X				X												X			X									X	X			X										X	X									X											X	X	X	X	X	X
8	13						X		X	X											X		X															X	X	X		X																		X		X								X									X	X	X	X	X	X	X