def main():
# Get parameters from arguments
parser = argparse.ArgumentParser(description='Semantic segmentation')
parser.add_argument(
'-c',
'--config_path',
type=str,
default=
'/home/stevenwudi/PycharmProjects/autonomous_driving/code_base/config/synthia_segmentation.py'
)
arguments = parser.parse_args()
assert arguments.config_path is not None, 'Please provide a configuration path using -c config/pathname'
# Start Time
print('\n > Start Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
start_time = time.time()
# Load configuration files
configuration = Configuration(arguments.config_path)
cf = configuration.load()
configurationPATH(cf)
# Train /test/predict with the network, depending on the configuration
process(cf)
# End Time
end_time = time.time()
print('\n > End Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
print('\n ET: ' + HMS(end_time - start_time)) # -> H:M:S
def main():
# Get parameters from arguments
parser = argparse.ArgumentParser(description='Model training')
parser.add_argument(
'-c',
'--config_path',
type=str,
default=
'/home/wzn/PycharmProjects/autonomous_driving/code_base/config/synthia_car_trajectory.py',
help='Configuration file')
arguments = parser.parse_args()
assert arguments.config_path is not None, 'Please provide a path using -c config/pathname in the command line'
print('\n > Start Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
start_time = time.time()
# Define the user paths
# Load configuration files
configuration = Configuration(arguments.config_path)
cf = configuration.load()
configurationPATH(cf)
# Train /test/predict with the network, depending on the configuration
process(cf)
# End Time
end_time = time.time()
print('\n > End Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
print('\n ET: ' + HMS(end_time - start_time))
def main():
# Get parameters from arguments
parser = argparse.ArgumentParser(description='Semantic segmentation')
parser.add_argument(
'-c',
'--config_path',
type=str,
default=
'/home/ty/code/autonomous_driving/code_base/config/cityscapes_segmentation.py',
help='Configuration file')
parser.add_argument('-e',
'--exp_name',
type=str,
default='cityscape_segmentation',
help='Name of the experiment')
parser.add_argument('-s',
'--shared_path',
type=str,
default='/home/public',
help='Path to shared data folder')
parser.add_argument('-l',
'--local_path',
type=str,
default='/home/ty/code/autonomous_driving',
help='Path to local data folder')
arguments = parser.parse_args()
assert arguments.config_path is not None, 'Please provide a configuration path using -c config/pathname'
assert arguments.exp_name is not None, 'Please provide a name for the experiment using -e name in the command line'
# Start Time
print('\n > Start Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
start_time = time.time()
# Define the user paths
shared_path = arguments.shared_path
local_path = arguments.local_path
dataset_path = os.path.join(local_path, 'Datasets')
shared_dataset_path = os.path.join(shared_path)
experiments_path = os.path.join(local_path, 'Experiments')
shared_experiments_path = os.path.join(shared_path, 'Experiments')
# Load configuration files
configuration = Configuration(arguments.config_path)
cf = configuration.load()
configurationPATH(cf)
# Train /test/predict with the network, depending on the configuration
process(cf)
# End Time
end_time = time.time()
print('\n > End Time:')
print(' ' + datetime.now().strftime('%a, %d %b %Y-%m-%d %H:%M:%S'))
print('\n ET: ' + HMS(end_time - start_time)) # -> H:M:S