"""""" 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')))