car-detection-bayes/utils/parse_config.py

36 lines
1.2 KiB
Python
Raw Normal View History

2019-02-12 15:58:07 +00:00
def parse_model_cfg(path):
2018-08-26 08:51:39 +00:00
"""Parses the yolo-v3 layer configuration file and returns module definitions"""
file = open(path, 'r')
lines = file.read().split('\n')
lines = [x for x in lines if x and not x.startswith('#')]
2019-02-11 17:15:51 +00:00
lines = [x.rstrip().lstrip() for x in lines] # get rid of fringe whitespaces
2018-08-26 08:51:39 +00:00
module_defs = []
for line in lines:
2019-02-11 17:15:51 +00:00
if line.startswith('['): # This marks the start of a new block
2018-08-26 08:51:39 +00:00
module_defs.append({})
module_defs[-1]['type'] = line[1:-1].rstrip()
if module_defs[-1]['type'] == 'convolutional':
module_defs[-1]['batch_normalize'] = 0
else:
key, value = line.split("=")
value = value.strip()
module_defs[-1][key.rstrip()] = value.strip()
return module_defs
2019-02-11 17:15:51 +00:00
2019-02-08 21:43:05 +00:00
def parse_data_cfg(path):
2018-08-26 08:51:39 +00:00
"""Parses the data configuration file"""
options = dict()
options['gpus'] = '0,1,2,3'
options['num_workers'] = '10'
with open(path, 'r') as fp:
lines = fp.readlines()
for line in lines:
line = line.strip()
if line == '' or line.startswith('#'):
continue
key, value = line.split('=')
options[key.strip()] = value.strip()
return options