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Dataset of yelena/イェレナ/叶莲娜 (Neural Cloud)

This is the dataset of yelena/イェレナ/叶莲娜 (Neural Cloud), containing 23 images and their tags.

The core tags of this character are breasts, short_hair, red_eyes, white_hair, large_breasts, bangs, earrings, hair_between_eyes, 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 23 25.87 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 23 15.37 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 50 29.04 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 23 22.79 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 50 38.52 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/yelena_neuralcloud',
    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 9 1girl, looking_at_viewer, ribbed_sweater, solo, bare_shoulders, smile, turtleneck, off_shoulder, simple_background, sleeveless, boots, gun, star_(symbol), sweater_dress, white_background, black_thighhighs, fur-trimmed_jacket, garter_straps, holding, necklace, white_thighhighs
1 11 1girl, bare_shoulders, looking_at_viewer, solo, jewelry, smile, white_dress, white_thighhighs, choker, closed_mouth, collarbone, medium_breasts, official_alternate_costume, full_body, garter_straps, high_heels, white_background, blush, cleavage_cutout, elbow_gloves, holding_gun, shotgun, simple_background, wedding_dress, white_gloves, blue_dress, flower, layered_dress, long_sleeves, o-ring, off-shoulder_dress, strapless_dress

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl looking_at_viewer ribbed_sweater solo bare_shoulders smile turtleneck off_shoulder simple_background sleeveless boots gun star_(symbol) sweater_dress white_background black_thighhighs fur-trimmed_jacket garter_straps holding necklace white_thighhighs jewelry white_dress choker closed_mouth collarbone medium_breasts official_alternate_costume full_body high_heels blush cleavage_cutout elbow_gloves holding_gun shotgun wedding_dress white_gloves blue_dress flower layered_dress long_sleeves o-ring off-shoulder_dress strapless_dress
0 9 X X X X X X X X X X X X X X X X X X X X X
1 11 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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