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Dataset of Ulšulah/厄尔苏拉 (Arknights)

This is the dataset of Ulšulah/厄尔苏拉 (Arknights), containing 25 images and their tags.

The core tags of this character are hat, horns, long_hair, pink_hair, pointy_ears, breasts, hair_between_eyes, large_breasts, red_headwear, very_long_hair, yellow_eyes, demon_horns, tail, demon_tail, 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 Images-others Images-head
raw 25 72.70 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger). -- --
stage3-p180-1200 67 90.87 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 180x180 pixels. 42 25

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/ulsulah_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 25 1girl, looking_at_viewer, solo, white_gloves, holding, weapon, full_body, high_heel_boots, closed_mouth, long_sleeves, standing, outdoors, belt, can, smile, thighhighs

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl looking_at_viewer solo white_gloves holding weapon full_body high_heel_boots closed_mouth long_sleeves standing outdoors belt can smile thighhighs
0 25 X X X X X X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/ulsulah_arknights