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Dataset of Kaede (Lapis Re:LiGHTs)

This is the dataset of Kaede (Lapis Re:LiGHTs), containing 66 images and their tags.

The core tags of this character are hair_ornament, green_eyes, black_hair, bangs, side_ponytail, leaf_hair_ornament, purple_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 66 39.99 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 66 33.31 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 137 62.75 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 66 39.96 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 137 73.51 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/kaede_lapisrelights',
    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 9 1girl, solo, blush, school_uniform, maple_leaf, short_sleeves, sidelocks
1 8 1girl, solo, upper_body, school_uniform, closed_mouth, collarbone, frills, maple_leaf, outdoors, sailor_collar, looking_at_viewer, puffy_short_sleeves, smile, white_shirt
2 6 1girl, long_hair, solo, wide_sleeves, black_skirt, long_sleeves, standing, green_kimono, smile, bare_shoulders, black_footwear, detached_sleeves, flower, folding_fan, frilled_sleeves, full_body, holding_fan, obi, open_mouth, outdoors

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo blush school_uniform maple_leaf short_sleeves sidelocks upper_body closed_mouth collarbone frills outdoors sailor_collar looking_at_viewer puffy_short_sleeves smile white_shirt long_hair wide_sleeves black_skirt long_sleeves standing green_kimono bare_shoulders black_footwear detached_sleeves flower folding_fan frilled_sleeves full_body holding_fan obi open_mouth
0 9 X X X X X X X
1 8 X X X X X X X X X X X X X X
2 6 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/kaede_lapisrelights