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Dataset of erato/エラト/埃拉托 (Arknights)

This is the dataset of erato/エラト/埃拉托 (Arknights), containing 38 images and their tags.

The core tags of this character are long_hair, green_eyes, very_long_hair, breasts, pink_hair, feather_hair, hat, white_headwear, hair_ornament, 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 38 61.55 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 38 50.95 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 87 95.36 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/erato_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, official_alternate_costume, solo, closed_mouth, looking_at_viewer, smile, upper_body, white_dress, beret, earrings, holding, sleeveless, white_gloves, braid, feathers
1 7 1girl, bare_shoulders, solo, high_heels, looking_at_viewer, white_dress, white_footwear, earrings, full_body, hair_flower, harp, holding, open_mouth, :d, official_alternate_costume, sitting, white_gloves
2 5 1girl, bare_shoulders, glasses, looking_at_viewer, medium_breasts, solo, thigh_strap, white_shirt, high-waist_skirt, horns, jewelry, open_mouth, pom_pom_(clothes), red_hair, red_skirt, sitting, smile, white_hairband, food, full_body, halterneck, indoors, kneehighs, mouth_hold, no_shoes, pillow, ponytail, sleeveless, slippers, thighs, twintails, white_choker, white_socks, window, yellow_eyes

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl bare_shoulders official_alternate_costume solo closed_mouth looking_at_viewer smile upper_body white_dress beret earrings holding sleeveless white_gloves braid feathers high_heels white_footwear full_body hair_flower harp open_mouth :d sitting glasses medium_breasts thigh_strap white_shirt high-waist_skirt horns jewelry pom_pom_(clothes) red_hair red_skirt white_hairband food halterneck indoors kneehighs mouth_hold no_shoes pillow ponytail slippers thighs twintails white_choker white_socks window yellow_eyes
0 8 X X X X X X X X X X X X X X X X
1 7 X X X X X X X X X X X X X X X X X
2 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 X X X X X X X X X
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Models trained or fine-tuned on CyberHarem/erato_arknights