CyberHarem/m1895_girlsfrontline

Dataset of m1895/M1895/纳甘左轮 (Girls' Frontline)

This is the dataset of m1895/M1895/纳甘左轮 (Girls' Frontline), containing 204 images and their tags.

The core tags of this character are blonde_hair, red_eyes, hat, bangs, long_hair, hair_between_eyes, fur_hat, white_headwear, 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	204	331.88 MiB	Download	Waifuc-Raw	Raw data with meta information (min edge aligned to 1400 if larger).
800	204	154.62 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 800 pixels.
stage3-p480-800	531	375.01 MiB	Download	IMG+TXT	3-stage cropped dataset with the area not less than 480x480 pixels.
1200	204	275.47 MiB	Download	IMG+TXT	dataset with the shorter side not exceeding 1200 pixels.
stage3-p480-1200	531	577.70 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/m1895_girlsfrontline',
    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	5						1girl, belt_buckle, blush, brown_gloves, brown_skirt, fingerless_gloves, handgun, holding_gun, jacket_on_shoulders, long_sleeves, revolver, solo, white_jacket, white_shirt, brown_belt, center_frills, looking_at_viewer, object_namesake, open_mouth, smile, black_gloves, black_socks, kneehighs, one_eye_closed, white_background
1	7						1girl, belt_buckle, blush, brown_skirt, center_frills, jacket_on_shoulders, long_sleeves, solo, white_jacket, white_shirt, fake_animal_ears, mod3_(girls'frontline), pleated_skirt, animal_ear_fluff, animal_hat, brown_belt, looking_at_viewer, open_mouth, red_belt, white_background, brown_gloves, simple_background, single_glove, :d, fingerless_gloves, hand_on_hip, star(symbol)
2	8						1girl, blush, brown_belt, brown_skirt, center_frills, long_sleeves, white_jacket, white_shirt, belt_buckle, holding, simple_background, solo, black_gloves, brown_gloves, fingerless_gloves, jacket_on_shoulders, open_mouth, :d, grey_background, looking_at_viewer, ushanka, brown_background, closed_eyes, white_background
3	9						1girl, blush, fingerless_gloves, solo, white_jacket, white_shirt, long_sleeves, upper_body, black_gloves, brown_gloves, open_mouth, simple_background, looking_at_viewer, white_background, center_frills, :d
4	9						1girl, :d, black_headwear, blue_cape, blue_flower, hair_flower, mini_top_hat, official_alternate_costume, open_mouth, solo, tilted_headwear, blush, vertical_stripes, electric_guitar, holding_instrument, looking_at_viewer, puffy_short_sleeves, braid, mismatched_gloves, one_side_up, striped_gloves, black_shirt, elbow_gloves, fingerless_gloves, frills, holding_microphone, long_sleeves, upper_body, white_gloves, white_shirt, ascot, collared_shirt, jacket, white_background
5	5						1girl, blue_headwear, earrings, eyewear_on_head, official_alternate_costume, simple_background, sunglasses, ahoge, blue_flower, hair_flower, looking_at_viewer, smile, solo, white_background, bare_shoulders, blue_dress, blush, choker, closed_mouth, upper_body, black_dress, collarbone, mini_top_hat, single_hair_bun

Table Version

#	Samples	Img-1	Img-2	Img-3	Img-4	Img-5	1girl	belt_buckle	blush	brown_gloves	brown_skirt	fingerless_gloves	handgun	holding_gun	jacket_on_shoulders	long_sleeves	revolver	solo	white_jacket	white_shirt	brown_belt	center_frills	looking_at_viewer	object_namesake	open_mouth	smile	black_gloves	black_socks	kneehighs	one_eye_closed	white_background	fake_animal_ears	mod3_(girls'_frontline)	pleated_skirt	animal_ear_fluff	animal_hat	red_belt	simple_background	single_glove	:d	hand_on_hip	star_(symbol)	holding	grey_background	ushanka	brown_background	closed_eyes	upper_body	black_headwear	blue_cape	blue_flower	hair_flower	mini_top_hat	official_alternate_costume	tilted_headwear	vertical_stripes	electric_guitar	holding_instrument	puffy_short_sleeves	braid	mismatched_gloves	one_side_up	striped_gloves	black_shirt	elbow_gloves	frills	holding_microphone	white_gloves	ascot	collared_shirt	jacket	blue_headwear	earrings	eyewear_on_head	sunglasses	ahoge	bare_shoulders	blue_dress	choker	closed_mouth	black_dress	collarbone	single_hair_bun
0	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
1	7						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
2	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
3	9						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	X	X	X	X	X	X	X	X	X	X	X	X	X
5	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