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Dataset of hu_tao/胡桃/胡桃 (Genshin Impact)

This is the dataset of hu_tao/胡桃/胡桃 (Genshin Impact), containing 500 images and their tags.

The core tags of this character are long_hair, brown_hair, red_eyes, symbol-shaped_pupils, twintails, flower-shaped_pupils, very_long_hair, hair_between_eyes, hat, black_headwear, 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 1.31 GiB Download Waifuc-Raw Raw data with meta information (min edge aligned to 1400 if larger).
1200 500 1.04 GiB Download IMG+TXT dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200 1400 2.16 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/hu_tao_genshin',
    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 13 1girl, alternate_costume, looking_at_viewer, solo, thighs, bare_shoulders, hair_flower, open_mouth, red_flower, china_dress, nail_polish, black_nails, blush, plum_blossoms, :d, pelvic_curtain, sleeveless_dress, cleavage, clothing_cutout, ghost, black_thighhighs, hand_up, medium_breasts, ring, simple_background, white_background, bare_arms, black_dress, covered_navel, cowboy_shot, red_dress, side_slit, sitting, small_breasts, tassel
1 12 1girl, black_shorts, chinese_clothes, hat_flower, long_sleeves, looking_at_viewer, nail_polish, short_shorts, solo, black_nails, ghost, thighs, plum_blossoms, bead_bracelet, cowboy_shot, shirt, blush, grin, porkpie_hat, multiple_rings, coat, wide_sleeves
2 5 1girl, black_nails, black_shorts, chinese_clothes, hat_flower, long_sleeves, looking_at_viewer, multiple_rings, plum_blossoms, porkpie_hat, shirt, smile, solo, thighs, nail_polish, short_shorts, white_socks, bead_bracelet, coattails, :q, blush, closed_mouth, ghost_pose, open_mouth, orange_eyes, red_flower
3 15 1girl, alternate_costume, looking_at_viewer, pleated_skirt, solo, blush, smile, black_skirt, hair_flower, miniskirt, thighs, long_sleeves, black_nails, closed_mouth, red_flower, red_neckerchief, nail_polish, plum_blossoms, zettai_ryouiki, black_sailor_collar, black_serafuku, black_shirt, cowboy_shot, crop_top, ghost, midriff, tongue_out, white_shirt, multiple_rings, one_eye_closed, white_thighhighs
4 6 1girl, black_dress, blush, enmaided, hair_flower, looking_at_viewer, maid_apron, maid_headdress, puffy_sleeves, solo, frilled_apron, white_apron, :d, bow, frilled_dress, ghost, long_sleeves, nail_polish, open_mouth, red_flower, short_sleeves, sidelocks, thighhighs
5 12 1girl, looking_at_viewer, navel, small_breasts, solo, stomach, smile, bare_shoulders, outdoors, black_bikini, blue_sky, day, thighs, blush, cloud, ocean, alternate_costume, armpits, frilled_bikini, hair_flower, water, beach, holding, thigh_strap

Table Version

# Samples Img-1 Img-2 Img-3 Img-4 Img-5 1girl alternate_costume looking_at_viewer solo thighs bare_shoulders hair_flower open_mouth red_flower china_dress nail_polish black_nails blush plum_blossoms :d pelvic_curtain sleeveless_dress cleavage clothing_cutout ghost black_thighhighs hand_up medium_breasts ring simple_background white_background bare_arms black_dress covered_navel cowboy_shot red_dress side_slit sitting small_breasts tassel black_shorts chinese_clothes hat_flower long_sleeves short_shorts bead_bracelet shirt grin porkpie_hat multiple_rings coat wide_sleeves smile white_socks coattails :q closed_mouth ghost_pose orange_eyes pleated_skirt black_skirt miniskirt red_neckerchief zettai_ryouiki black_sailor_collar black_serafuku black_shirt crop_top midriff tongue_out white_shirt one_eye_closed white_thighhighs enmaided maid_apron maid_headdress puffy_sleeves frilled_apron white_apron bow frilled_dress short_sleeves sidelocks thighhighs navel stomach outdoors black_bikini blue_sky day cloud ocean armpits frilled_bikini water beach holding thigh_strap
0 13 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
1 12 X X X X X 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
3 15 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
4 6 X X X X X X X X X X X X X X X X X X X X X X X
5 12 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/hu_tao_genshin