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Dataset of akashi/明石/明石 (Azur Lane)

This is the dataset of akashi/明石/明石 (Azur Lane), containing 500 images and their tags.

The core tags of this character are green_hair, animal_ears, long_hair, cat_ears, ahoge, hair_between_eyes, bangs, bow, very_long_hair, yellow_eyes, hair_ornament, hair_bow, mole, mole_under_eye, red_bow, 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 500 561.72 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 500 336.80 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 1165 719.96 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 500 502.42 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1165 994.74 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/akashi_azurlane',
    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, black_bow, full_body, long_sleeves, looking_at_viewer, sailor_dress, sleeves_past_wrists, solo, white_dress, braid, simple_background, white_background, wide_sleeves, blush, kneehighs, shoes, standing, absurdly_long_hair, grey_footwear, :3, choker, neck_bell, parted_lips, holding, jingle_bell, wrench
1 8 1girl, looking_at_viewer, simple_background, sleeves_past_wrists, solo, white_background, white_dress, bell, blush, long_sleeves, choker, sailor_dress, :3, wide_sleeves, black_bow, braid, wrench
2 7 1girl, :3, black_sailor_collar, blush, brown_eyes, jingle_bell, long_sleeves, looking_at_viewer, sailor_dress, sleeves_past_fingers, smile, solo, white_background, white_dress, simple_background, black_bow, animal_ear_fluff, closed_mouth, heart
3 5 1girl, :3, :d, black_bow, blush, long_sleeves, open_mouth, simple_background, solo, white_background, white_dress, bell, braid, full_body, looking_at_viewer, sailor_dress, kneehighs, sleeves_past_fingers, white_socks, brown_footwear, fang, loafers, sailor_collar, standing_on_one_leg, wrench
4 16 1girl, looking_at_viewer, sleeves_past_fingers, solo, long_sleeves, black_bow, black_dress, frilled_hairband, open_mouth, :3, blush, white_thighhighs, black_hairband, red_gemstone, twintails, :d, puffy_sleeves, frilled_thighhighs, gothic_lolita, wide_sleeves, simple_background, choker, white_background, animal_ear_fluff, black_footwear, brown_eyes
5 18 1girl, jingle_bell, long_sleeves, red_kimono, wide_sleeves, hair_bell, sleeves_past_fingers, blush, looking_at_viewer, obi, solo, frilled_sleeves, smile, braid, ribbon-trimmed_legwear, short_kimono, :3, animal_ear_fluff, white_thighhighs, open_mouth, shide, striped
6 13 1girl, animal_ear_fluff, black_hairband, hair_ribbon, red_necktie, red_ribbon, sleeves_past_fingers, solo, twin_braids, looking_at_viewer, white_shirt, black_skirt, id_card, long_sleeves, blush, pleated_skirt, :3, black_bow, white_pantyhose, vest, open_mouth, black_footwear, collared_shirt, frilled_sleeves, official_alternate_costume, sparkle, white_background, :d, full_body, simple_background, standing
7 9 1girl, animal_hood, long_sleeves, solo, wataboushi, white_thighhighs, blush, looking_at_viewer, red_skirt, sleeves_past_fingers, smile, uchikake, detached_sleeves, jingle_bell, pleated_skirt, wide_sleeves, bare_shoulders, hood_up, official_alternate_costume, white_kimono, zettai_ryouiki, :3, fake_animal_ears, open_mouth, sitting

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl black_bow full_body long_sleeves looking_at_viewer sailor_dress sleeves_past_wrists solo white_dress braid simple_background white_background wide_sleeves blush kneehighs shoes standing absurdly_long_hair grey_footwear :3 choker neck_bell parted_lips holding jingle_bell wrench bell black_sailor_collar brown_eyes sleeves_past_fingers smile animal_ear_fluff closed_mouth heart :d open_mouth white_socks brown_footwear fang loafers sailor_collar standing_on_one_leg black_dress frilled_hairband white_thighhighs black_hairband red_gemstone twintails puffy_sleeves frilled_thighhighs gothic_lolita black_footwear red_kimono hair_bell obi frilled_sleeves ribbon-trimmed_legwear short_kimono shide striped hair_ribbon red_necktie red_ribbon twin_braids white_shirt black_skirt id_card pleated_skirt white_pantyhose vest collared_shirt official_alternate_costume sparkle animal_hood wataboushi red_skirt uchikake detached_sleeves bare_shoulders hood_up white_kimono zettai_ryouiki fake_animal_ears sitting
0 8 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 8 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 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 X X X X
4 16 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
5 18 X X X X X X X X X X X X X X X X X X X X X X
6 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 X
7 9 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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