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Dataset of cardigan/カーディ/卡缇 (Arknights)

This is the dataset of cardigan/カーディ/卡缇 (Arknights), containing 122 images and their tags.

The core tags of this character are animal_ears, long_hair, purple_eyes, dog_ears, multicolored_hair, goggles_on_head, dog_girl, streaked_hair, brown_hair, animal_ear_fluff, hair_between_eyes, tail, dog_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
raw 122 181.04 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 122 152.17 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 297 307.62 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/cardigan_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 7 1girl, blue_necktie, open_mouth, simple_background, solo, upper_body, white_shirt, black_jacket, goggles, looking_at_viewer, upper_teeth_only, :d, bare_shoulders, blush, detached_sleeves, black_sleeves, white_background, white_gloves, collar
1 15 1girl, solo, white_headwear, bell, goggles, black_shorts, looking_at_viewer, blonde_hair, crop_top, low_twintails, midriff, navel, official_alternate_costume, open_mouth, blue_bow, fur_trim, shirt, striped_clothes, striped_thighhighs, belt, capelet, short_shorts, white_gloves, black_gloves, blush, very_long_hair, :d, animal_hat, white_background

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl blue_necktie open_mouth simple_background solo upper_body white_shirt black_jacket goggles looking_at_viewer upper_teeth_only :d bare_shoulders blush detached_sleeves black_sleeves white_background white_gloves collar white_headwear bell black_shorts blonde_hair crop_top low_twintails midriff navel official_alternate_costume blue_bow fur_trim shirt striped_clothes striped_thighhighs belt capelet short_shorts black_gloves very_long_hair animal_hat
0 7 X X X X X X X X X X X X X X X X X X X
1 15 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
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Models trained or fine-tuned on CyberHarem/cardigan_arknights