CyberHarem/apple_reverse1999

Dataset of Apple/APPLe (Reverse:1999)

This is the dataset of Apple/APPLe (Reverse:1999), containing 80 images and their tags.

The core tags of this character are hat, brown_hair, sunglasses, medium_hair, cabbie_hat, bow, short_hair, brown_eyes, black_bow, 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-head	Images-others
raw	80	129.91 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).	--	--
stage3-p480-1200	175	206.60 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.	51	124

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/apple_reverse1999',
    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	6						1girl, blue_dress, blue_neckerchief, red_jacket, apple, white_background, :d, arm_up, black_bowtie, black_footwear, chibi, full_body, hand_up, open_jacket, open_mouth, puffy_long_sleeves, red_socks, simple_background, solo, traditional_bowtie, v-shaped_eyebrows, backpack, black_bag, blue_bow, scarf
1	10						1girl, long_sleeves, outdoors, blue_dress, solo, red_jacket, red_socks, apple, blue_neckerchief, boots, holding, black_bowtie, black_footwear, black_headwear, brown_footwear, full_body, sitting, backpack, cloud, hand_up, open_mouth, short_dress, sky, smile
2	11						1girl, red_jacket, blue_neckerchief, blue_dress, holding, indoors, open_mouth, smile, food, solo_focus, teeth, bag, looking_at_viewer, shirt, sitting, socks, table, white_headwear, chair, cup, open_jacket, puffy_long_sleeves, window
3	6						red_jacket, 1girl, upper_body, baseball_cap, black_headwear, blue_neckerchief, long_sleeves, simple_background, solo, blue_scarf, blue_shirt, open_jacket, open_mouth, smile, sparkle, white_background
4	9						1girl, looking_at_viewer, solo, apple, blue_neckerchief, red_jacket, smile, upper_body, white_headwear, backpack, black_bowtie, open_jacket, shirt, closed_mouth, hand_up, simple_background, blonde_hair, holding, orange_jacket, puffy_long_sleeves, white_background
5	12						1girl, red_jacket, off_shoulder, solo, long_sleeves, open_mouth, red_headwear, sleeveless_dress, green_dress, looking_at_viewer, eyewear_on_head, :d, beret, black_bowtie, red_socks, apple, blue_dress, open_jacket, upper_teeth_only, white_footwear, aqua_dress, belt, knee_boots, outdoors, shirt, sky
6	8						1girl, solo, looking_at_viewer, smile, red_headwear, beret, leg_warmers, shoulder_bag, badge, hand_on_own_hip, hand_up, headphones_around_neck, holding_food, red_shirt, red_socks, simple_background, skirt, white_background, yellow_eyes, bare_shoulders, boots, feet_out_of_frame, fruit, full_body, open_mouth, pizza_slice, red_footwear, sleeveless_dress, standing, upper_teeth_only

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	blue_dress	blue_neckerchief	red_jacket	apple	white_background	:d	arm_up	black_bowtie	black_footwear	chibi	full_body	hand_up	open_jacket	open_mouth	puffy_long_sleeves	red_socks	simple_background	solo	traditional_bowtie	v-shaped_eyebrows	backpack	black_bag	blue_bow	scarf	long_sleeves	outdoors	boots	holding	black_headwear	brown_footwear	sitting	cloud	short_dress	sky	smile	indoors	food	solo_focus	teeth	bag	looking_at_viewer	shirt	socks	table	white_headwear	chair	cup	window	upper_body	baseball_cap	blue_scarf	blue_shirt	sparkle	closed_mouth	blonde_hair	orange_jacket	off_shoulder	red_headwear	sleeveless_dress	green_dress	eyewear_on_head	beret	upper_teeth_only	white_footwear	aqua_dress	belt	knee_boots	leg_warmers	shoulder_bag	badge	hand_on_own_hip	headphones_around_neck	holding_food	red_shirt	skirt	yellow_eyes	bare_shoulders	feet_out_of_frame	fruit	pizza_slice	red_footwear	standing
0	6						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
2	11						X	X	X	X										X	X	X													X			X				X	X	X	X	X	X	X	X	X	X	X	X	X	X
3	6						X		X	X		X								X	X			X	X							X				X						X														X	X	X	X	X
4	9						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	X	X
6	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	X	X