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Dataset of manchester/マンチェスター/曼彻斯特 (Azur Lane)

This is the dataset of manchester/マンチェスター/曼彻斯特 (Azur Lane), containing 29 images and their tags.

The core tags of this character are breasts, bangs, large_breasts, grey_hair, green_eyes, hair_bun, maid_headdress, short_hair, hat, nurse_cap, symbol-shaped_pupils, 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 29 58.69 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
800 29 25.79 MiB Download IMG+TXT dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800 74 60.68 MiB Download IMG+TXT 3-stage cropped dataset with the area not less than 480x480 pixels.
1200 29 47.11 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 74 98.09 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/manchester_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 14 1girl, looking_at_viewer, navel, solo, black_bikini, blush, smile, collarbone, cleavage, open_mouth, twintails, aqua_eyes, maid_bikini, bare_shoulders, black_choker, frilled_bikini, outdoors, sitting, twin_braids, wrist_cuffs, bridal_garter, closed_mouth, nipples, side-tie_bikini_bottom, x_hair_ornament
1 10 1girl, looking_at_viewer, solo, white_gloves, blush, nurse, short_sleeves, shrug_(clothing), white_thighhighs, bra, demon_wings, holding_syringe, demon_tail, heart-shaped_pupils, navel, open_mouth, simple_background, sitting, smile, white_skirt, garter_straps, medium_breasts, single_hair_bun, white_background

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl looking_at_viewer navel solo black_bikini blush smile collarbone cleavage open_mouth twintails aqua_eyes maid_bikini bare_shoulders black_choker frilled_bikini outdoors sitting twin_braids wrist_cuffs bridal_garter closed_mouth nipples side-tie_bikini_bottom x_hair_ornament white_gloves nurse short_sleeves shrug_(clothing) white_thighhighs bra demon_wings holding_syringe demon_tail heart-shaped_pupils simple_background white_skirt garter_straps medium_breasts single_hair_bun white_background
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
1 10 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/manchester_azurlane