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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
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