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Dataset of komeiji_satori/古明地さとり/코메이지사토리 (Touhou)

This is the dataset of komeiji_satori/古明地さとり/코메이지사토리 (Touhou), containing 500 images and their tags.

The core tags of this character are short_hair, hairband, third_eye, pink_hair, pink_eyes, black_hairband, bangs, hair_ornament, 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 500 729.56 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 500 430.56 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 1233 895.85 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 500 652.70 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1233 1.19 GiB 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/komeiji_satori_touhou',
    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 18 1girl, eyeball, heart, solo, skirt, red_eyes
1 9 1girl, heart, long_sleeves, shirt, solo, wide_sleeves, looking_at_viewer, eyeball, purple_eyes, purple_hair, pink_skirt
2 20 1girl, blue_shirt, long_sleeves, looking_at_viewer, solo, wide_sleeves, frilled_sleeves, pink_skirt, simple_background, white_background, frilled_shirt_collar, closed_mouth, blouse, eyeball, heart_hair_ornament, blush, buttons, cowboy_shot, hair_between_eyes, ribbon_trim, smile, rose_print
3 11 1girl, heart, long_sleeves, shirt, solo, looking_at_viewer, wide_sleeves, blush, upper_body, open_mouth, eyeball

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl eyeball heart solo skirt red_eyes long_sleeves shirt wide_sleeves looking_at_viewer purple_eyes purple_hair pink_skirt blue_shirt frilled_sleeves simple_background white_background frilled_shirt_collar closed_mouth blouse heart_hair_ornament blush buttons cowboy_shot hair_between_eyes ribbon_trim smile rose_print upper_body open_mouth
0 18 X X X X X X
1 9 X X X X X X X X X X X
2 20 X X X X X X X X X X X X X X X X X X X X X X
3 11 X X X X X X X X X X X
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