Dataset of leto/烈夏 (Arknights)

This is the dataset of leto/烈夏 (Arknights), containing 37 images and their tags.

The core tags of this character are animal_ears, bear_ears, multicolored_hair, streaked_hair, brown_hair, hair_ornament, red_eyes, short_hair, black_hair, white_hair, 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
raw	37	51.38 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
1200	37	44.40 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	83	88.34 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/leto_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	37						1girl, long_sleeves, solo, sailor_collar, white_shirt, looking_at_viewer, pleated_skirt, smile, black_jacket, open_jacket, red_neckerchief, midriff, navel, scarf, miniskirt, open_mouth, simple_background, crop_top, serafuku, white_background, blue_skirt, thighhighs, black_gloves, fingerless_gloves, stomach

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	long_sleeves	solo	sailor_collar	white_shirt	looking_at_viewer	pleated_skirt	smile	black_jacket	open_jacket	red_neckerchief	midriff	navel	scarf	miniskirt	open_mouth	simple_background	crop_top	serafuku	white_background	blue_skirt	thighhighs	black_gloves	fingerless_gloves	stomach
0	37						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