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Dataset of Yulie/尤莉叶 (Arknights)

This is the dataset of Yulie/尤莉叶 (Arknights), containing 25 images and their tags.

The core tags of this character are breasts, hair_over_one_eye, long_hair, red_hair, horns, pointy_ears, red_eyes, ear_piercing, brown_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 Images-others Images-head
raw 25 61.22 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger). -- --
stage3-p180-1200 65 82.26 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 180x180 pixels. 47 18

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/yulie_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 10 1girl, looking_at_viewer, piercing, solo, closed_mouth, shoulder_armor, outdoors, upper_body, open_jacket, belt, scar_on_face, demon_horns, earrings, medium_breasts, sky
1 8 1girl, belt, black_footwear, black_pants, boots, coat, full_body, shoulder_armor, solo, standing, sword, torn_clothes, looking_at_viewer, outdoors, gloves, sheathed, building, cloud, holding_weapon, parted_lips, sky

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl looking_at_viewer piercing solo closed_mouth shoulder_armor outdoors upper_body open_jacket belt scar_on_face demon_horns earrings medium_breasts sky black_footwear black_pants boots coat full_body standing sword torn_clothes gloves sheathed building cloud holding_weapon parted_lips
0 10 X X X X X X X X X X X X X X X
1 8 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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Models trained or fine-tuned on CyberHarem/yulie_arknights