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added sort by "face rect size in source image"

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small faces from source image will be placed at the end
This commit is contained in:
Colombo 2020-03-03 21:47:49 +04:00
parent 780ad5679f
commit f56d583cb5
2 changed files with 32 additions and 5 deletions
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35
mainscripts/Sorter.py
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@ -1,5 +1,5 @@
import multiprocessing
import math
import math
import multiprocessing
import operator
import os
import sys
@ -12,7 +12,7 @@ import cv2
import numpy as np
from numpy import linalg as npla
from core import imagelib, pathex
from core import imagelib, mathlib, pathex
from core.cv2ex import *
from core.imagelib import estimate_sharpness
from core.interact import interact as io
@ -145,6 +145,32 @@ def sort_by_face_pitch(input_path):
img_list = sorted(img_list, key=operator.itemgetter(1), reverse=True)
return img_list, trash_img_list
def sort_by_face_source_rect_size(input_path):
io.log_info ("Sorting by face rect size...")
img_list = []
trash_img_list = []
for filepath in io.progress_bar_generator( pathex.get_image_paths(input_path), "Loading"):
filepath = Path(filepath)
dflimg = DFLIMG.load (filepath)
if dflimg is None:
io.log_err ("%s is not a dfl image file" % (filepath.name) )
trash_img_list.append ( [str(filepath)] )
continue
source_rect = dflimg.get_source_rect()
rect_area = mathlib.polygon_area(np.array(source_rect[[0,2,2,0]]).astype(np.float32), np.array(source_rect[[1,1,3,3]]).astype(np.float32))
img_list.append( [str(filepath), rect_area ] )
io.log_info ("Sorting...")
img_list = sorted(img_list, key=operator.itemgetter(1), reverse=True)
return img_list, trash_img_list
class HistSsimSubprocessor(Subprocessor):
class Cli(Subprocessor.Cli):
@ -837,6 +863,7 @@ sort_func_methods = {
'blur': ("blur", sort_by_blur),
'face-yaw': ("face yaw direction", sort_by_face_yaw),
'face-pitch': ("face pitch direction", sort_by_face_pitch),
'face-source-rect-size' : ("face rect size in source image", sort_by_face_source_rect_size),
'hist': ("histogram similarity", sort_by_hist),
'hist-dissim': ("histogram dissimilarity", sort_by_hist_dissim),
'brightness': ("brightness", sort_by_brightness),
@ -860,7 +887,7 @@ def main (input_path, sort_by_method=None):
io.log_info(f"[{i}] {desc}")
io.log_info("")
id = io.input_int("", 3, valid_list=[*range(len(key_list))] )
id = io.input_int("", 4, valid_list=[*range(len(key_list))] )
sort_by_method = key_list[id]
else: