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Dataset of leonardo_da_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Azur Lane)

This is the dataset of leonardo_da_vinci/レオナルド・ダ・ヴィンチ/莱昂纳多·达·芬奇 (Azur Lane), containing 56 images and their tags.

The core tags of this character are blonde_hair, long_hair, twintails, breasts, bangs, goggles_on_head, small_breasts, orange_eyes, red_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 56 77.42 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 56 43.63 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 139 90.50 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 56 67.74 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 139 127.40 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/leonardo_da_vinci_azurlane',
    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 32 1girl, solo, goggles, looking_at_viewer, smile, bare_shoulders, navel, blush, thighhighs, simple_background, off_shoulder, zipper_pull_tab, white_background, white_coat, open_coat, open_mouth, thigh_strap, thighs, highleg_swimsuit, long_sleeves
1 10 1girl, solo, earrings, hair_flower, looking_at_viewer, navel, tiara, wings, bare_shoulders, medium_breasts, smile, ballerina, collarbone, red_dress, tutu, ballet_slippers, white_pantyhose, closed_mouth, full_body, red_footwear, red_rose, standing

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl solo goggles looking_at_viewer smile bare_shoulders navel blush thighhighs simple_background off_shoulder zipper_pull_tab white_background white_coat open_coat open_mouth thigh_strap thighs highleg_swimsuit long_sleeves earrings hair_flower tiara wings medium_breasts ballerina collarbone red_dress tutu ballet_slippers white_pantyhose closed_mouth full_body red_footwear red_rose standing
0 32 X X X X X X X X X X X X X X X X X X X X
1 10 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/leonardo_da_vinci_azurlane