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Dataset of suzuya/鈴谷 (Kantai Collection)

This is the dataset of suzuya/鈴谷 (Kantai Collection), containing 500 images and their tags.

The core tags of this character are long_hair, hair_ornament, hairclip, aqua_hair, breasts, green_eyes, aqua_eyes, green_hair, large_breasts, hair_between_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 500 556.03 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 500 354.78 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 1188 745.99 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 500 507.40 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1188 988.78 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/suzuya_kantaicollection',
    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 14 1girl, looking_at_viewer, school_uniform, solo, upper_body, blazer, brown_jacket, cardigan, smile, simple_background, red_bowtie, long_sleeves, white_background, white_shirt, blush, open_mouth
1 37 1girl, brown_jacket, brown_skirt, cardigan, pleated_skirt, school_uniform, solo, looking_at_viewer, blazer, smile, frilled_skirt, blush, long_sleeves, red_bowtie, white_background, brown_thighhighs, simple_background, open_clothes, white_shirt, cowboy_shot, open_mouth
2 5 1girl, ascot, looking_at_viewer, pleated_skirt, school_uniform, solo, brown_thighhighs, grin, jacket, blush
3 18 1girl, looking_at_viewer, school_uniform, solo, smile, skirt, open_mouth, turret, brown_thighhighs, cannon, ascot
4 5 1girl, ascot, blush, looking_at_viewer, school_uniform, solo, jacket, open_mouth, upper_body
5 5 1girl, brown_skirt, brown_thighhighs, looking_at_viewer, pleated_skirt, school_uniform, short_sleeves, solo, white_shirt, blush, frilled_skirt, simple_background, sitting, white_background, black_footwear, blouse, bowtie, loafers, open_mouth, smile
6 6 1girl, alternate_costume, blush, open_mouth, ribbed_sweater, upper_body, long_sleeves, looking_at_viewer, smile, solo, simple_background, turtleneck, white_background
7 12 1girl, christmas, detached_collar, red_dress, santa_costume, solo, looking_at_viewer, detached_sleeves, smile, arm_warmers, fur_trim, cleavage, blush, sack, thighhighs, ascot, bare_shoulders, simple_background
8 9 1girl, bikini, looking_at_viewer, solo, cleavage, hair_flower, navel, day, outdoors, smile, collarbone, blush, cloud, hibiscus, ocean, blue_sky, open_mouth
9 15 1girl, looking_at_viewer, solo, alternate_costume, hair_flower, obi, blush, smile, floral_print, yukata, alternate_hairstyle

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl looking_at_viewer school_uniform solo upper_body blazer brown_jacket cardigan smile simple_background red_bowtie long_sleeves white_background white_shirt blush open_mouth brown_skirt pleated_skirt frilled_skirt brown_thighhighs open_clothes cowboy_shot ascot grin jacket skirt turret cannon short_sleeves sitting black_footwear blouse bowtie loafers alternate_costume ribbed_sweater turtleneck christmas detached_collar red_dress santa_costume detached_sleeves arm_warmers fur_trim cleavage sack thighhighs bare_shoulders bikini hair_flower navel day outdoors collarbone cloud hibiscus ocean blue_sky obi floral_print yukata alternate_hairstyle
0 14 X X X X X X X X X X X X X X X X
1 37 X X X X X X X X X X X X X X X X X X X X X
2 5 X X X X X X X X X X
3 18 X X X X X X X X X X X
4 5 X X X X X X X X X
5 5 X X X X X X X X X X X X X X X X X X X X
6 6 X X X X X X X X X X X X X
7 12 X X X X X X X X X X X X X X X X X X
8 9 X X X X X X X X X X X X X X X X X
9 15 X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/suzuya_kantaicollection