AVGcompute.py

# /******************************************
# *MIT License
# *
# *Copyright (c) [2023] [Giuseppe Sorrentino, Marco Venere, Eleonora D'Arnese, Davide Conficconi, Isabella Poles, Marco Domenico Santambrogio]
# *
# *Permission is hereby granted, free of charge, to any person obtaining a copy
# *of this software and associated documentation files (the "Software"), to deal
# *in the Software without restriction, including without limitation the rights
# *to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# *copies of the Software, and to permit persons to whom the Software is
# *furnished to do so, subject to the following conditions:
# *
# *The above copyright notice and this permission notice shall be included in all
# *copies or substantial portions of the Software.
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# *THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# *IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# *FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# *AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# *LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# *OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# *SOFTWARE.
# ******************************************/
from pandas import read_csv
import argparse

parser = argparse.ArgumentParser(description='Software to compute mean and std from file')
parser.add_argument("-f", "--filename", nargs='?', help='Name of the file to read')
parser.add_argument("-m", "--mode", nargs='?', choices=['0','1'], default = '0')
args = parser.parse_args()
df = read_csv(args.filename)
data = df.values
if(args.mode == '0'):
    print("mean IoU:", df['IoU'].mean(), "std IoU:", df['IoU'].std())
else:
    print("mean Time:", df['time'].mean(), "std time:", df['time'].std())