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Dataset of suzuran/スズラン/铃兰 (Arknights)

This is the dataset of suzuran/スズラン/铃兰 (Arknights), containing 500 images and their tags.

The core tags of this character are animal_ears, fox_ears, blonde_hair, fox_girl, animal_ear_fluff, hairband, fox_tail, tail, green_eyes, multiple_tails, blue_hairband, multicolored_hair, white_hair, braid, hair_rings, braided_hair_rings, two-tone_hair, twin_braids, 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 500 977.21 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 500 432.28 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 1327 1020.28 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 500 797.30 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1327 1.58 GiB 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/suzuran_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 14 1girl, bare_shoulders, black_footwear, dress, frills, infection_monitor_(arknights), kitsune, looking_at_viewer, oripathy_lesion_(arknights), solo, white_pantyhose, black_gloves, full_body, holding_staff, shoes, single_glove, closed_mouth, white_background, earpiece, purple_skirt, simple_background, smile, torn_pantyhose, standing, wrist_cuffs, blush, pouch, shirt
1 5 1girl, bare_shoulders, black_gloves, closed_mouth, kitsune, looking_at_viewer, solo, white_shirt, dress, earpiece, frills, hair_between_eyes, holding_staff, infection_monitor_(arknights), oripathy_lesion_(arknights), purple_skirt, simple_background, single_glove, waist_apron, white_apron, white_background, wrist_cuffs, smile, blue_skirt
2 14 1girl, bare_shoulders, looking_at_viewer, simple_background, solo, upper_body, closed_mouth, infection_monitor_(arknights), white_background, white_shirt, blush, smile, oripathy_lesion_(arknights), earpiece, cropped_torso, hair_between_eyes, kitsune
3 5 1girl, black_gloves, black_scarf, closed_mouth, fingerless_gloves, goggles_on_head, looking_at_viewer, official_alternate_costume, solo, long_hair, upper_body, holding_staff, kitsune, simple_background, white_background, hair_between_eyes, long_sleeves, outdoors, shirt, short_sleeves, smile
4 9 1girl, goggles_on_head, official_alternate_costume, outdoors, solo, fingerless_gloves, long_hair, boots, brown_footwear, dirty_face, torn_pants, long_sleeves, looking_at_viewer, holding_staff, kyuubi, black_pants, black_scarf, full_body, parted_lips, sitting
5 13 1girl, frilled_hairband, long_hair, neck_ribbon, official_alternate_costume, puffy_long_sleeves, red_ribbon, solo, white_shirt, looking_at_viewer, open_cardigan, blue_skirt, shoulder_bag, smile, high-waist_skirt, black_cat, brown_bag, jacket, on_head, blush, closed_mouth, cross-laced_clothes, outdoors, cross-laced_slit, holding_basket, crossover, kyuubi, open_mouth, white_background, yellow_cardigan
6 6 1girl, black_hakama, frilled_apron, hair_flower, hakama_skirt, holding_umbrella, kyuubi, long_hair, long_sleeves, looking_at_viewer, obi, official_alternate_costume, oil-paper_umbrella, okobo, pink_kimono, pinwheel, red_hairband, red_umbrella, sandals, solo, tabi, waist_apron, white_apron, white_socks, wide_sleeves, yagasuri, coin_purse, full_body, parted_lips, bobby_socks, floral_print, pleated_skirt, tassel, blush, standing
7 6 1girl, frilled_apron, hair_flower, holding_umbrella, kyuubi, long_hair, long_sleeves, obi, official_alternate_costume, oil-paper_umbrella, pink_kimono, pinwheel, red_hairband, red_umbrella, solo, waist_apron, white_apron, wide_sleeves, black_hakama, coin_purse, hakama_skirt, looking_at_viewer, yagasuri, parted_lips, blush, snow

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl bare_shoulders black_footwear dress frills infection_monitor_(arknights) kitsune looking_at_viewer oripathy_lesion_(arknights) solo white_pantyhose black_gloves full_body holding_staff shoes single_glove closed_mouth white_background earpiece purple_skirt simple_background smile torn_pantyhose standing wrist_cuffs blush pouch shirt white_shirt hair_between_eyes waist_apron white_apron blue_skirt upper_body cropped_torso black_scarf fingerless_gloves goggles_on_head official_alternate_costume long_hair long_sleeves outdoors short_sleeves boots brown_footwear dirty_face torn_pants kyuubi black_pants parted_lips sitting frilled_hairband neck_ribbon puffy_long_sleeves red_ribbon open_cardigan shoulder_bag high-waist_skirt black_cat brown_bag jacket on_head cross-laced_clothes cross-laced_slit holding_basket crossover open_mouth yellow_cardigan black_hakama frilled_apron hair_flower hakama_skirt holding_umbrella obi oil-paper_umbrella okobo pink_kimono pinwheel red_hairband red_umbrella sandals tabi white_socks wide_sleeves yagasuri coin_purse bobby_socks floral_print pleated_skirt tassel snow
0 14 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
1 5 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 14 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
4 9 X X X X X X X X X X X X X X X X X X X X
5 13 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
6 6 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
7 6 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
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Models trained or fine-tuned on CyberHarem/suzuran_arknights