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Dataset of Aroma/阿罗玛 (Arknights)

This is the dataset of Aroma/阿罗玛 (Arknights), containing 75 images and their tags.

The core tags of this character are animal_ears, blue_eyes, brown_hair, hair_ornament, braid, hair_flower, animal_ear_fluff, hairband, multicolored_hair, blue_hair, long_hair, cat_ears, black_hairband, 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 Images-others Images-head
raw 75 48.07 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger). -- --
stage3-p180-1200 164 74.99 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 180x180 pixels. 106.0 58.0

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/aroma_arknights_x',
    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 12 1girl, hood_down, long_sleeves, open_jacket, solo, white_jacket, infection_monitor_(arknights), looking_at_viewer, armband, blue_gloves, bottle, upper_body, id_card, mouth_hold, hoodie, midriff, biting, crop_top, navel, holding_staff, white_flower
1 22 1girl, belt, blue_shorts, hood_down, id_card, long_sleeves, midriff, navel, open_jacket, solo, white_jacket, crop_top, looking_at_viewer, pantyhose_under_shorts, short_shorts, armband, infection_monitor_(arknights), blue_gloves, two-tone_gloves, denim_shorts, hoodie, white_coat, bottle, sneakers, leggings, white_flower, holding, mouth_hold, staff, water, on_one_knee, tail, white_footwear, biting, black_pantyhose
2 6 1girl, :d, drawstring, hood_down, long_sleeves, looking_at_viewer, open_jacket, open_mouth, solo, white_jacket, armband, holding, upper_body, blue_gloves, breasts, white_flower, white_hoodie
3 5 1girl, :d, drawstring, hood_down, looking_at_viewer, open_jacket, open_mouth, outdoors, solo, white_flower, white_jacket, blue_gloves, blue_sky, cloud, day, holding, long_sleeves, upper_body, bottle, white_hoodie, weapon

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl hood_down long_sleeves open_jacket solo white_jacket infection_monitor_(arknights) looking_at_viewer armband blue_gloves bottle upper_body id_card mouth_hold hoodie midriff biting crop_top navel holding_staff white_flower belt blue_shorts pantyhose_under_shorts short_shorts two-tone_gloves denim_shorts white_coat sneakers leggings holding staff water on_one_knee tail white_footwear black_pantyhose :d drawstring open_mouth breasts white_hoodie outdoors blue_sky cloud day weapon
0 12 X X X X X X X X X X X X X X X X X X X X X
1 22 X X X X X X X X X X X X X X X X X X X 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 X X X X X
3 5 X X X X X X X X X X X X X X X X X X X X X
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