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Dataset of uranami (Kantai Collection)

This is the dataset of uranami (Kantai Collection), containing 214 images and their tags.

The core tags of this character are long_hair, brown_hair, braid, brown_eyes, single_braid, hair_over_shoulder, 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 214 135.43 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 214 99.38 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 386 178.27 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 214 126.52 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 386 220.26 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/uranami_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 11 1girl, blue_sailor_collar, blue_skirt, looking_at_viewer, pleated_skirt, serafuku, simple_background, solo, white_background, neckerchief, cowboy_shot, one-hour_drawing_challenge, open_mouth, dated, twitter_username, smile
1 8 blue_pants, camera, white_shirt, 1girl, belt, bag, jeans, open_mouth, solo, alternate_costume, cowboy_shot, looking_at_viewer, short_sleeves, smile, blush, holding, simple_background, white_background
2 7 1girl, blush, solo, underwear_only, bangs, looking_at_viewer, white_panties, navel, open_mouth, small_breasts, white_bra, collarbone

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl blue_sailor_collar blue_skirt looking_at_viewer pleated_skirt serafuku simple_background solo white_background neckerchief cowboy_shot one-hour_drawing_challenge open_mouth dated twitter_username smile blue_pants camera white_shirt belt bag jeans alternate_costume short_sleeves blush holding underwear_only bangs white_panties navel small_breasts white_bra collarbone
0 11 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
2 7 X X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/uranami_kantaicollection