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Dataset of koyuki/黒崎コユキ/小雪 (Blue Archive)

This is the dataset of koyuki/黒崎コユキ/小雪 (Blue Archive), containing 362 images and their tags.

The core tags of this character are pink_hair, long_hair, halo, twintails, hair_between_eyes, pink_eyes, fang, very_long_hair, skin_fang, pink_halo, 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 362 484.33 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 362 414.42 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 885 847.96 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/koyuki_bluearchive',
    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 black_leotard, blonde_hair, fake_animal_ears, playboy_bunny, rabbit_ears, 1girl, blue_necktie, looking_at_viewer, open_mouth, simple_background, solo, white_background, white_gloves, white_jacket, detached_collar, smile, white_pantyhose, +_+, long_sleeves, streaked_hair, blush_stickers, small_breasts, strapless_leotard, double_bun
1 8 1girl, black_gloves, blush_stickers, collared_shirt, fingerless_gloves, long_sleeves, looking_at_viewer, simple_background, solo, upper_body, white_background, white_jacket, white_shirt, +_+, blue_necktie, open_clothes, smile, closed_mouth, open_mouth, hair_ornament
2 32 1girl, black_skirt, blue_necktie, collared_shirt, long_sleeves, looking_at_viewer, pleated_skirt, solo, white_jacket, white_shirt, +_+, open_mouth, smile, white_thighhighs, black_gloves, fingerless_gloves, simple_background, blush_stickers, id_card, white_background, open_jacket, two-sided_jacket
3 7 hair_flower, long_sleeves, obi, alternate_costume, wide_sleeves, +_+, 1girl, blush, checkered_clothes, looking_at_viewer, smile, solo, holding, open_mouth, bow, closed_mouth, yukata

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 black_leotard blonde_hair fake_animal_ears playboy_bunny rabbit_ears 1girl blue_necktie looking_at_viewer open_mouth simple_background solo white_background white_gloves white_jacket detached_collar smile white_pantyhose +_+ long_sleeves streaked_hair blush_stickers small_breasts strapless_leotard double_bun black_gloves collared_shirt fingerless_gloves upper_body white_shirt open_clothes closed_mouth hair_ornament black_skirt pleated_skirt white_thighhighs id_card open_jacket two-sided_jacket hair_flower obi alternate_costume wide_sleeves blush checkered_clothes holding bow yukata
0 18 X X X X X X X X X X X X X X X X X X X X X X X X
1 8 X X X X X X X X X X X X X X X X X X X X
2 32 X X X X X X X X X X X X X X X X X X X X X X
3 7 X X X X X X X X X X X X X X X X X
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