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Dataset of typhon/ティフォン/提丰 (Arknights)

This is the dataset of typhon/ティフォン/提丰 (Arknights), containing 166 images and their tags.

The core tags of this character are long_hair, purple_hair, horns, breasts, large_breasts, hairband, very_long_hair, black_hairband, purple_eyes, red_eyes, 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 166 346.48 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 166 284.94 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 438 565.73 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/typhon_arknights',
    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 8 1girl, bare_shoulders, black_thighhighs, garter_straps, long_sleeves, looking_at_viewer, solo, closed_mouth, off_shoulder, simple_background, thigh_strap, white_background, pink_eyes, single_thighhigh, thighs, belt, cowboy_shot, tail, open_jacket, sitting, sleeveless
1 10 1girl, bare_shoulders, long_sleeves, sleeveless, solo, off_shoulder, black_dress, black_thighhighs, closed_mouth, looking_at_viewer, holding_bow_(weapon), open_jacket, holding_arrow, single_thighhigh, thigh_strap, white_jacket
2 6 1girl, bare_shoulders, closed_mouth, simple_background, sleeveless, solo, upper_body, white_background, jacket, looking_at_viewer, off_shoulder, black_dress

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl bare_shoulders black_thighhighs garter_straps long_sleeves looking_at_viewer solo closed_mouth off_shoulder simple_background thigh_strap white_background pink_eyes single_thighhigh thighs belt cowboy_shot tail open_jacket sitting sleeveless black_dress holding_bow_(weapon) holding_arrow white_jacket upper_body jacket
0 8 X 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
2 6 X X X X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/typhon_arknights