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Dataset of abigail_williams/アビゲイル・ウィリアムズ/阿比盖尔·威廉姆斯 (Fate/Grand Order)

This is the dataset of abigail_williams/アビゲイル・ウィリアムズ/阿比盖尔·威廉姆斯 (Fate/Grand Order), containing 500 images and their tags.

The core tags of this character are long_hair, parted_bangs, blonde_hair, bow, blue_eyes, orange_bow, black_bow, hair_bow, very_long_hair, polka_dot_bow, hat, black_headwear, small_breasts, breasts, 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 500 815.38 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 500 715.73 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1271 1.33 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/abigail_williams_fgo',
    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_bikini, blush, double_bun, forehead, looking_at_viewer, official_alternate_costume, solo, polka_dot, sidelocks, collarbone, frilled_bikini, navel, water, outdoors, day, swim_ring, wrist_scrunchie, barefoot, closed_mouth, innertube, multiple_hair_bows, bare_arms, holding, open_mouth, sky, smile, thighs
1 27 1girl, bare_shoulders, forehead, looking_at_viewer, sidelocks, solo, bonnet, miniskirt, white_bikini, white_bow, white_headwear, navel, twintails, blush, innertube, swim_ring, thighs, outdoors, smile, closed_mouth, day, jacket, open_mouth, sky
2 6 1girl, bare_shoulders, blush, closed_mouth, forehead, looking_at_viewer, simple_background, solo, collarbone, navel, polka_dot, white_background, bikini, keyhole, smile, thighs
3 14 1girl, black_panties, hat_bow, looking_at_viewer, revealing_clothes, solo, witch_hat, keyhole, tentacles, polka_dot, white_hair, pale_skin, black_gloves, red_eyes, third_eye, white_skin, bare_shoulders, navel, topless, forehead, glowing_eye, grin
4 5 1girl, black_dress, butterfly, closed_mouth, forehead, long_sleeves, looking_at_viewer, polka_dot, sleeves_past_fingers, solo, teddy_bear, white_bloomers, hugging_object, multiple_hair_bows
5 6 1girl, black_dress, blush, butterfly, forehead, hugging_object, long_sleeves, looking_at_viewer, polka_dot, sleeves_past_fingers, solo, teddy_bear, closed_mouth, parted_lips
6 5 1girl, black_dress, forehead, long_sleeves, looking_at_viewer, multiple_hair_bows, sleeves_past_fingers, solo, teddy_bear, open_mouth, parted_lips, polka_dot, simple_background, white_background, gradient_background
7 27 1girl, black_jacket, long_sleeves, official_alternate_costume, polka_dot, single_hair_bun, solo, teddy_bear, looking_at_viewer, crossed_bandaids, sleeves_past_fingers, blush, hugging_object, holding_stuffed_toy, belt, bandaid_on_forehead, suction_cups, tentacles, white_background, closed_mouth, high_collar, simple_background, upper_body
8 5 1girl, black_dress, black_skirt, blush, braid, butterfly_hair_ornament, forehead, keyhole, long_sleeves, looking_at_viewer, maid_headdress, official_alternate_costume, sidelocks, sleeves_past_fingers, solo, teddy_bear, white_shirt, black_footwear, closed_mouth, shoes, sleeveless_dress, white_background, white_bloomers, smile, simple_background, tentacles
9 5 1girl, bare_shoulders, blush, braided_bun, double_bun, forehead, keyhole, mitre, sidelocks, solo, twintails, white_headwear, white_one-piece_swimsuit, dress_swimsuit, looking_at_viewer, open_mouth, barefoot, black_cat, thighs, black_jacket, covered_navel, legs, on_back, smile

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl bare_shoulders black_bikini blush double_bun forehead looking_at_viewer official_alternate_costume solo polka_dot sidelocks collarbone frilled_bikini navel water outdoors day swim_ring wrist_scrunchie barefoot closed_mouth innertube multiple_hair_bows bare_arms holding open_mouth sky smile thighs bonnet miniskirt white_bikini white_bow white_headwear twintails jacket simple_background white_background bikini keyhole black_panties hat_bow revealing_clothes witch_hat tentacles white_hair pale_skin black_gloves red_eyes third_eye white_skin topless glowing_eye grin black_dress butterfly long_sleeves sleeves_past_fingers teddy_bear white_bloomers hugging_object parted_lips gradient_background black_jacket single_hair_bun crossed_bandaids holding_stuffed_toy belt bandaid_on_forehead suction_cups high_collar upper_body black_skirt braid butterfly_hair_ornament maid_headdress white_shirt black_footwear shoes sleeveless_dress braided_bun mitre white_one-piece_swimsuit dress_swimsuit black_cat covered_navel legs on_back
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 X
1 27 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
3 14 X X X X X X X X X X X X X X X X X X X X X X
4 5 X X X X X X X X X X X X X X
5 6 X X X X X X X X X X X X X X
6 5 X X X X X X X X X X X X X X X
7 27 X X X X X X X X X X X X X X X X X X X X X X X
8 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 X
9 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
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Models trained or fine-tuned on CyberHarem/abigail_williams_fgo