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Dataset of Lucifer (Lapis Re:LiGHTs)

This is the dataset of Lucifer (Lapis Re:LiGHTs), containing 72 images and their tags.

The core tags of this character are purple_hair, hair_bun, purple_eyes, double_bun, short_hair, bangs, multicolored_hair, gradient_hair, bow, earrings, hair_between_eyes, hair_bow, 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 72 47.01 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 72 38.09 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 145 70.24 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 72 46.98 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 145 84.24 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/lucifer_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 25 1girl, solo, bare_shoulders, smile, jewelry, looking_at_viewer, choker, open_mouth, pink_bow, star_(symbol), frilled_dress, brick_wall, collarbone, strapless_dress
1 6 1girl, black_gloves, fingerless_gloves, solo, bare_shoulders, jewelry, smile, closed_mouth, holding_ball, sleeveless_shirt, bike_shorts, black_shorts, outdoors, standing, upper_body
2 17 1girl, solo, closed_mouth, collarbone, serafuku, red_sailor_collar, portrait, white_shirt, blurry_background, blush, jewelry, v-shaped_eyebrows, green_hair, indoors, upper_body, blonde_hair, puffy_sleeves, short_sleeves

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo bare_shoulders smile jewelry looking_at_viewer choker open_mouth pink_bow star_(symbol) frilled_dress brick_wall collarbone strapless_dress black_gloves fingerless_gloves closed_mouth holding_ball sleeveless_shirt bike_shorts black_shorts outdoors standing upper_body serafuku red_sailor_collar portrait white_shirt blurry_background blush v-shaped_eyebrows green_hair indoors blonde_hair puffy_sleeves short_sleeves
0 25 X X X X X X X X X X X X X X
1 6 X X X X X X X X X X X X X X X
2 17 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/lucifer_lapisrelights