README.md

metadata

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

Dataset of croissant/クロワッサン/可颂 (Arknights)

This is the dataset of croissant/クロワッサン/可颂 (Arknights), containing 198 images and their tags.

The core tags of this character are horns, orange_hair, bangs, green_eyes, ahoge, long_hair, breasts, visor_cap, short_hair, cow_horns, fang, 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	198	274.40 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	198	150.58 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	433	301.86 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	198	236.69 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	433	440.18 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/croissant_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	42						fur-trimmed_jacket, 1girl, open_jacket, black_jacket, solo, midriff, white_gloves, looking_at_viewer, navel, black_shorts, collarbone, long_sleeves, open_mouth, short_shorts, simple_background, cowboy_shot, crop_top, standing, stomach, white_background, cleavage, small_breasts, hair_between_eyes, holding, belt, black_gloves, :d, medium_breasts
1	6						1girl, :d, bare_shoulders, black_shorts, crop_top, midriff, navel, official_alternate_costume, open_mouth, outdoors, short_shorts, stomach, thigh_strap, belt, black_gloves, day, fingerless_gloves, goggles_around_neck, looking_at_viewer, motorcycle, solo, twin_braids, bandaged_arm, blue_sky, cloud, ground_vehicle, holding_hammer, side_braid, standing, arm_up, armpits, binoculars, black_footwear, boots, elbow_gloves, medium_breasts, thighs

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	fur-trimmed_jacket	1girl	open_jacket	black_jacket	solo	midriff	white_gloves	looking_at_viewer	navel	black_shorts	collarbone	long_sleeves	open_mouth	short_shorts	simple_background	cowboy_shot	crop_top	standing	stomach	white_background	cleavage	small_breasts	hair_between_eyes	holding	belt	black_gloves	:d	medium_breasts	bare_shoulders	official_alternate_costume	outdoors	thigh_strap	day	fingerless_gloves	goggles_around_neck	motorcycle	twin_braids	bandaged_arm	blue_sky	cloud	ground_vehicle	holding_hammer	side_braid	arm_up	armpits	binoculars	black_footwear	boots	elbow_gloves	thighs
0	42						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
1	6							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