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""""""
import sys
from os.path import dirname, abspath, isfile
sys.path.append(dirname(dirname(abspath(__file__))))
from dotenv import load_dotenv
from utils.asserts import assert_in_env
from os import getenv
from os.path import join
load_dotenv('.env')
# Configure deep sort info
deep_sort_info = dict(REID_CKPT=join(getenv('project_root'), getenv('reid_ckpt')),
MAX_DIST=0.2,
MIN_CONFIDENCE=.3,
NMS_MAX_OVERLAP=0.5,
MAX_IOU_DISTANCE=0.7,
N_INIT=3,
MAX_AGE=70,
NN_BUDGET=100)
deep_sort_dict = {'DEEPSORT': deep_sort_info}
# Configure yolov3 info
yolov3_info = dict(CFG=join(getenv('project_root'), getenv('yolov3_cfg')),
WEIGHT=join(getenv('project_root'), getenv('yolov3_weight')),
CLASS_NAMES=join(getenv('project_root'), getenv('yolov3_class_names')),
SCORE_THRESH=0.5,
NMS_THRESH=0.4
)
yolov3_dict = {'YOLOV3': yolov3_info}
# Configure yolov3-tiny info
yolov3_tiny_info = dict(CFG=join(getenv('project_root'), getenv('yolov3_tiny_cfg')),
WEIGHT=join(getenv('project_root'), getenv('yolov3_tiny_weight')),
CLASS_NAMES=join(getenv('project_root'), getenv('yolov3_class_names')),
SCORE_THRESH=0.5,
NMS_THRESH=0.4
)
yolov3_tiny_dict = {'YOLOV3': yolov3_tiny_info}
check_list = ['project_root', 'reid_ckpt', 'yolov3_class_names', 'model_type', 'yolov3_cfg', 'yolov3_weight',
'yolov3_tiny_cfg', 'yolov3_tiny_weight', 'yolov3_class_names']
if assert_in_env(check_list):
assert isfile(deep_sort_info['REID_CKPT'])
if getenv('model_type') == 'yolov3':
assert isfile(yolov3_info['WEIGHT'])
assert isfile(yolov3_info['CFG'])
assert isfile(yolov3_info['CLASS_NAMES'])
model = yolov3_dict.copy()
elif getenv('model_type') == 'yolov3_tiny':
assert isfile(yolov3_tiny_info['WEIGHT'])
assert isfile(yolov3_tiny_info['CFG'])
assert isfile(yolov3_tiny_info['CLASS_NAMES'])
model = yolov3_tiny_dict.copy()
else:
raise ValueError("Value '{}' for model_type is not valid".format(getenv('model_type')))
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