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Dataset of Nagatoro Hayase/長瀞さん/長瀞早瀬 (Don't Toy With Me, Miss Nagatoro)

This is the dataset of Nagatoro Hayase/長瀞さん/長瀞早瀬 (Don't Toy With Me, Miss Nagatoro), containing 992 images and their tags.

The core tags of this character are black_hair, long_hair, dark-skinned_female, dark_skin, brown_eyes, hairclip, 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 992 778.42 MiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 992 778.04 MiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1989 1.32 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/nagatoro_hayase_donttoywithmemissnagatoro',
    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, blush, closed_mouth, portrait, solo, frown, close-up
1 11 1girl, blush, portrait, solo, looking_at_viewer, shirt
2 6 1girl, closed_mouth, earclip, looking_at_viewer, portrait, shirt, solo, blush, asymmetrical_bangs
3 8 1girl, blush, looking_at_viewer, skin_fang, smile, solo, fang_out, portrait, white_shirt, closed_mouth, earclip
4 5 1girl, backpack, blue_skirt, looking_at_viewer, open_mouth, pleated_skirt, school_uniform, solo, white_shirt, :d, earclip, holding_strap, traditional_media, sleeves_rolled_up
5 14 1girl, school_uniform, solo, blush, white_shirt, blue_skirt, pleated_skirt, window
6 9 1girl, indoors, no_socks, pleated_skirt, school_uniform, uwabaki, white_shirt, blue_skirt, couch, solo, full_body, sitting, blush, crossed_legs
7 6 1girl, earclip, indoors, skin_fang, solo, white_shirt, chalkboard, looking_at_viewer, :d, blush, nail_polish, open_mouth, classroom, collared_shirt, piercing, school_uniform, upper_body
8 6 1girl, simple_background, solo, blush, greyscale, no_humans, white_background, comic
9 6 1girl, anime_coloring, mole_under_eye, red_eyes, solo, looking_at_viewer, parody, portrait, smile, closed_mouth
10 5 1girl, blush, nail_polish, smile, solo, holding_phone, portrait, smartphone, :3, fang, night, pink_nails, red_nails
11 9 1girl, blush, hood, smile, solo, upper_body, animal_hat, beanie, coat, jacket, looking_at_viewer, outdoors, skin_fang
12 11 1girl, cat_ears, blush, bare_shoulders, blue_skirt, animal_ear_fluff, crop_top, indoors, midriff, shirt, cat_paws, navel, one-piece_tan, paw_gloves, pleated_skirt, sleeveless, small_breasts, earclip, fake_animal_ears, fang, smile, solo_focus, tail
13 6 1girl, beret, blue_skirt, outdoors, sitting, sketchbook, bag, holding_pencil, blush, closed_mouth, day, earclip, jacket, shirt, smile, white_headwear, park_bench, solo_focus
14 8 1girl, blush, day, outdoors, smile, collarbone, earclip, navel, sports_bra, midriff, ponytail, skin_fang, small_breasts, solo, asymmetrical_bangs, bike_shorts, cleavage, fang_out, looking_at_viewer, one-piece_tan, armpits, blue_sky, closed_mouth, cloud, grass, groin, hand_on_own_hip, tree
15 8 1girl, indoors, blush, nail_polish, holding_game_controller, red_nails, tan, blue_shirt, gamepad, green_shirt, playstation_controller, short_sleeves, sitting, smile, solo_focus, t-shirt, barefoot, bike_shorts, bookshelf, collarbone, frown, open_mouth, playing_games

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl blush closed_mouth portrait solo frown close-up looking_at_viewer shirt earclip asymmetrical_bangs skin_fang smile fang_out white_shirt backpack blue_skirt open_mouth pleated_skirt school_uniform :d holding_strap traditional_media sleeves_rolled_up window indoors no_socks uwabaki couch full_body sitting crossed_legs chalkboard nail_polish classroom collared_shirt piercing upper_body simple_background greyscale no_humans white_background comic anime_coloring mole_under_eye red_eyes parody holding_phone smartphone :3 fang night pink_nails red_nails hood animal_hat beanie coat jacket outdoors cat_ears bare_shoulders animal_ear_fluff crop_top midriff cat_paws navel one-piece_tan paw_gloves sleeveless small_breasts fake_animal_ears solo_focus tail beret sketchbook bag holding_pencil day white_headwear park_bench collarbone sports_bra ponytail bike_shorts cleavage armpits blue_sky cloud grass groin hand_on_own_hip tree holding_game_controller tan blue_shirt gamepad green_shirt playstation_controller short_sleeves t-shirt barefoot bookshelf playing_games
0 8 X X X X X X X
1 11 X X X X X X
2 6 X X X X X X X X X
3 8 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 14 X X X X X X X X
6 9 X X X X X X X X X X X X X X
7 6 X X X X X X X X X X X X X X X X X
8 6 X X X X X X X X
9 6 X X X X X X X X X X
10 5 X X X X X X X X X X X X X
11 9 X X X X X X X X X X X X X
12 11 X X X X X X X X X X X X X X X X X X X X X X X
13 6 X X X X X X X X X X X X X X X X X X
14 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 X X
15 8 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/nagatoro_hayase_donttoywithmemissnagatoro