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Dataset of wind_chimes/ウィンドチャイム/铎铃 (Arknights)

This is the dataset of wind_chimes/ウィンドチャイム/铎铃 (Arknights), containing 10 images and their tags.

The core tags of this character are breasts, horns, cow_ears, cow_horns, animal_ears, cow_girl, long_hair, black_hair, brown_hair, large_breasts, braid, brown_eyes, hair_between_eyes, 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 10 16.63 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 10 14.07 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 25 26.96 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/wind_chimes_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, solo, crop_top, jacket, looking_at_viewer, midriff, bare_shoulders, fingerless_gloves, navel, simple_background, stomach, black_gloves, off_shoulder, official_alternate_costume, smile, belt, black_shorts, standing, white_background, white_shirt, holding, oripathy_lesion_(arknights), short_shorts, sleeveless_shirt, weapon

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo crop_top jacket looking_at_viewer midriff bare_shoulders fingerless_gloves navel simple_background stomach black_gloves off_shoulder official_alternate_costume smile belt black_shorts standing white_background white_shirt holding oripathy_lesion_(arknights) short_shorts sleeveless_shirt weapon
0 10 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/wind_chimes_arknights