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2eba0cc | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | import os
import argparse
def parse_args():
"""Parse input arguments."""
parser = argparse.ArgumentParser(
description='gaze estimation using binned loss function.')
parser.add_argument(
'--evalpath', dest='evalpath', help='path for evaluating gaze test.',
default="evaluation\L2CS-gaze360-_standard-10", type=str)
parser.add_argument(
'--respath', dest='respath', help='path for saving result.',
default="evaluation\L2CS-gaze360-_standard-10", type=str)
if __name__ == '__main__':
args = parse_args()
evalpath =args.evalpath
respath=args.respath
if not os.path.exist(respath):
os.makedirs(respath)
with open(os.path.join(respath,"avg.log"), 'w') as outfile:
outfile.write("Average equal\n")
min=10.0
dirlist = os.listdir(evalpath)
dirlist.sort()
l=0.0
for j in range(50):
j=20
avg=0.0
h=j+3
for i in dirlist:
with open(evalpath+"/"+i+"/mpiigaze_binned.log") as myfile:
x=list(myfile)[h]
str1 = ""
# traverse in the string
for ele in x:
str1 += ele
split_string = str1.split("MAE:",1)[1]
avg+=float(split_string)
avg=avg/15.0
if avg<min:
min=avg
l=j+1
outfile.write("epoch"+str(j+1)+"= "+str(avg)+"\n")
outfile.write("min angular error equal= "+str(min)+"at epoch= "+str(l)+"\n")
print(min)
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