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 457 images and their tags.

The core tags of this character are green_hair, long_hair, pointy_ears, yellow_eyes, breasts, crocodilian_tail, hair_between_eyes, tail, antenna_hair, 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	457	850.24 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	457	704.66 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	1180	1.36 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	13						1girl, looking_at_viewer, solo, hairclip, black_gloves, grin, upper_body, short_sleeves, ahoge, jacket, simple_background, white_shirt
1	9						1girl, black_gloves, black_shirt, black_shorts, crop_top, green_jacket, long_sleeves, midriff, navel, official_alternate_costume, open_jacket, oripathy_lesion_(arknights), short_shorts, solo, stomach, fingerless_gloves, belt, looking_at_viewer, smile, very_long_hair, holding, open_mouth, simple_background, standing, thighhighs, thighs, black_footwear, thigh_strap, white_background, cowboy_shot, large_breasts, thigh_boots
2	5						1girl, black_gloves, cleavage, cowboy_shot, crop_top, elbow_gloves, goggles_on_head, looking_at_viewer, mask_around_neck, midriff, navel, official_alternate_costume, oripathy_lesion_(arknights), respirator, solo, stomach, fingerless_gloves, hand_on_own_hip, holding_weapon, short_shorts, simple_background, standing, weapon_over_shoulder, white_background, bare_shoulders, dreadlocks, pouch, belt, bikini, black_shorts, gas_mask, grin, holding_axe, tattoo, thighs, torn_gloves, very_long_hair
3	5						1girl, black_gloves, cleavage, crop_top, fingerless_gloves, goggles_on_head, green_bikini, looking_at_viewer, mask_around_neck, midriff, navel, official_alternate_costume, shorts, solo, bare_shoulders, cowboy_shot, elbow_gloves, smile, stomach, torn_clothes, hand_up, large_breasts, oripathy_lesion_(arknights), respirator, simple_background, standing, white_background, belt, holding, pouch, thighs
4	10						1girl, bare_shoulders, navel, off_shoulder, official_alternate_costume, solo, stomach, long_sleeves, looking_at_viewer, smile, thighs, underboob, open_jacket, visor_cap, thigh_strap, cowboy_shot, simple_background, white_background, standing, black_bikini, drinking_glass, hand_up, holding_cup, large_breasts, sitting
5	13						bare_shoulders, day, official_alternate_costume, blue_sky, navel, outdoors, stomach, visor_cap, 1girl, cowboy_shot, drinking_glass, holding_cup, solo, standing, thighs, underboob, looking_at_viewer, black_bikini, off_shoulder, thigh_strap, open_clothes, open_mouth, :d, hand_up, cloud
6	8						1girl, black_bikini, cowboy_shot, navel, official_alternate_costume, solo, standing, stomach, underboob, bare_shoulders, simple_background, white_background, looking_at_viewer, visor_cap, ass_visible_through_thighs, parted_lips, arm_strap, large_breasts, open_clothes, see-through
7	19						1girl, hat, open_jacket, looking_at_viewer, smile, white_headwear, long_sleeves, navel, official_alternate_costume, solo, sunglasses, eyewear_on_head, stomach, open_fly, blue_bikini, cleavage, simple_background, sitting, collarbone, holding, large_breasts, short_shorts, white_background, black_bikini, blue-tinted_eyewear, oripathy_lesion_(arknights)
8	18						1girl, solo, bare_shoulders, black_dress, detached_sleeves, hair_ornament, sleeveless, looking_at_viewer, simple_background, black_footwear, boots, holding_staff, white_background, green_socks, very_long_hair, sitting, ahoge, full_body, grin, long_sleeves

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	looking_at_viewer	solo	hairclip	black_gloves	grin	upper_body	short_sleeves	ahoge	jacket	simple_background	white_shirt	black_shirt	black_shorts	crop_top	green_jacket	long_sleeves	midriff	navel	official_alternate_costume	open_jacket	oripathy_lesion_(arknights)	short_shorts	stomach	fingerless_gloves	belt	smile	very_long_hair	holding	open_mouth	standing	thighhighs	thighs	black_footwear	thigh_strap	white_background	cowboy_shot	large_breasts	thigh_boots	cleavage	elbow_gloves	goggles_on_head	mask_around_neck	respirator	hand_on_own_hip	holding_weapon	weapon_over_shoulder	bare_shoulders	dreadlocks	pouch	bikini	gas_mask	holding_axe	tattoo	torn_gloves	green_bikini	shorts	torn_clothes	hand_up	off_shoulder	underboob	visor_cap	black_bikini	drinking_glass	holding_cup	sitting	day	blue_sky	outdoors	open_clothes	:d	cloud	ass_visible_through_thighs	parted_lips	arm_strap	see-through	hat	white_headwear	sunglasses	eyewear_on_head	open_fly	blue_bikini	collarbone	blue-tinted_eyewear	black_dress	detached_sleeves	hair_ornament	sleeveless	boots	holding_staff	green_socks	full_body
0	13						X	X	X	X	X	X	X	X	X	X	X	X
1	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	X	X
2	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	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	X	X	X				X		X						X	X	X	X
4	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
5	13						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	8						X	X	X								X								X	X				X							X					X	X	X										X													X	X	X							X			X	X	X	X
7	19						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
8	18						X	X	X			X			X		X						X											X						X		X												X																		X																			X	X	X	X	X	X	X	X