Dataset of Amiya (Arknights)

This is the dataset of Amiya (Arknights), containing 50 images and their tags.

The core tags of this character are animal_ears, brown_hair, long_hair, rabbit_ears, blue_eyes, hair_between_eyes, sidelocks, rabbit_girl, ponytail, very_long_hair, 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	Images-group0	Images-group1	Images-group2	Images-group3	Images-head	Images-ungrouped
raw	50	71.46 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--	--	--	--	--
stage3-p480-1200	119	113.93 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	23	18	10	14	45	9

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='narugo/amiya_dataset_test_v1_6',
    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	Tags
0	19	1girl, upper_body, black_jacket, looking_at_viewer, solo, white_background, simple_background, ascot, long_sleeves, open_jacket, white_shirt, smile, blush, closed_mouth, hood_down, ring, hooded_jacket, holding
1	11	1girl, black_jacket, long_sleeves, multiple_rings, solo, black_pantyhose, open_jacket, white_shirt, blue_ascot, looking_at_viewer, blue_skirt, closed_mouth, full_body, standing, brown_pantyhose, pleated_skirt, shoes, outdoors, plaid, simple_background, sky, smile, white_background
2	6	1girl, black_jacket, black_pantyhose, full_body, long_sleeves, multiple_rings, shoes, solo, black_footwear, open_jacket, white_background, ascot, brown_pantyhose, simple_background, blue_footwear, blue_skirt, closed_mouth, coat, holding_weapon, hood, pleated_skirt, thighlet
3	9	1girl, solo, alternate_costume, black_dress, looking_at_viewer, black_headwear, ears_through_headwear, witch_hat, bare_shoulders, braid, closed_mouth, holding, simple_background, smile, animal_ear_fluff, multiple_rings, pantyhose